{"meta":{"query_hash":"11a8aacf2aa0","filters":{"venue":"WORLD SCIENTIFIC eBooks"},"cohort_total":516,"direct_labels_cover":2,"predictions_cover":516,"exported":516,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/11a8aacf2aa0","api":"https://metacan.xera.ac/api/v1/cohort?venue=WORLD+SCIENTIFIC+eBooks"},"results":[{"id":"W114247093","doi":"10.1142/9789812810908_0015","title":"ON GENERALIZED SLENDERNESS OF CONTEXT-FREE LANGUAGES","year":2001,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Context (archaeology); Computer science; History","score_opus":0.025946313613565152,"score_gpt":0.25085237313481246,"score_spread":0.22490605952124731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W114247093","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16518527,0.009346278,0.62642455,0.0039346414,0.0007178235,0.00012636214,0.00035264227,0.0009928285,0.19291957],"genre_scores_gemma":[0.88658214,0.0032302078,0.0780928,0.00095256657,0.0007832117,0.00021388919,0.00029579943,0.0003692211,0.029480059],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981774,0.0006252217,0.00016315609,0.000338936,0.00045440154,0.00024083121],"domain_scores_gemma":[0.9969009,0.00195945,0.00012680971,0.0005827114,0.00027516336,0.00015504548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026744276,0.001207713,0.0016554074,0.0023209688,0.002233256,0.004200995,0.0015092173,0.0016288457,0.0053508235],"category_scores_gemma":[0.005440379,0.0011095454,0.0018635392,0.0025750005,0.010211309,0.013758823,0.0033502786,0.0059595634,0.00078083837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011422145,0.0000038079788,0.000033268516,0.000020315198,0.0000036915415,0.000026592537,0.00026053496,0.0004192428,0.00027426588,0.99621516,0.00027745386,0.0024541675],"study_design_scores_gemma":[0.0000038251837,0.0000037978493,0.000014493273,0.000005997074,0.0000022202657,0.000018176192,0.00001827708,0.00056498335,0.00008946175,0.9983151,0.0009596179,0.000004016067],"about_ca_topic_score_codex":0.0011524984,"about_ca_topic_score_gemma":0.0011022593,"teacher_disagreement_score":0.0053508235,"about_ca_system_score_codex":0.0022456977,"about_ca_system_score_gemma":0.0008968056,"threshold_uncertainty_score":0.017900288},"labels":[],"label_agreement":null},{"id":"W126880940","doi":"10.1142/9789812562494_0012","title":"DERANDOMIZATION: A BRIEF OVERVIEW","year":2004,"lang":"en","type":"article","venue":"WORLD SCIENTIFIC eBooks","topic":"Complexity and Algorithms in Graphs","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","score_opus":0.03608390684753471,"score_gpt":0.25986663170532603,"score_spread":0.22378272485779133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W126880940","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00429348,0.63801765,0.25019524,0.014150243,0.0030121133,0.00025265434,0.00047100062,0.00060416106,0.089003384],"genre_scores_gemma":[0.09078937,0.7774666,0.07272075,0.009974159,0.019688303,0.001084203,0.0016426968,0.00075058814,0.025883365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957365,0.0012868051,0.00032243461,0.0010291124,0.0012359151,0.00038922983],"domain_scores_gemma":[0.99182665,0.006469936,0.00027941074,0.0006941609,0.0005610758,0.00016887666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046703485,0.0018756775,0.0026169827,0.003981572,0.0015905185,0.0048743007,0.002578822,0.0028269228,0.008386625],"category_scores_gemma":[0.010814051,0.0014966413,0.0019320062,0.006632624,0.0041208323,0.011400364,0.0036638044,0.008233326,0.0045113023],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016590818,0.00018405792,0.0011765353,0.0031166417,0.00009623627,0.00020898685,0.0002513953,0.0137572065,0.0012240345,0.6434478,0.051575005,0.28479606],"study_design_scores_gemma":[0.00006092571,0.00021658879,0.0012298678,0.0009964714,0.00009524165,0.0010194252,0.00012032487,0.014881321,0.001291254,0.53777224,0.44222903,0.000087242675],"about_ca_topic_score_codex":0.0013815594,"about_ca_topic_score_gemma":0.00087645516,"teacher_disagreement_score":0.008386625,"about_ca_system_score_codex":0.0039462615,"about_ca_system_score_gemma":0.0021610106,"threshold_uncertainty_score":0.028632224},"labels":[],"label_agreement":null},{"id":"W13222092","doi":"10.1142/9789812810908_0021","title":"STRING OPERATIONS SUGGESTED BY DNA BIOCHEMISTRY: THE BALANCED CUT OPERATION","year":2001,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"DNA and Nucleic Acid Chemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"String (physics); Computer science; DNA; Chemistry; Computational biology; Biochemistry; Biology; Theoretical physics; Physics","score_opus":0.0095436765186715,"score_gpt":0.22139927894377254,"score_spread":0.21185560242510104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W13222092","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029200366,0.028601572,0.38964447,0.005548679,0.0029826246,0.000080123704,0.00038975826,0.00065804867,0.5428944],"genre_scores_gemma":[0.43004516,0.017246906,0.29566824,0.0030060662,0.0010024833,0.00036957845,0.0005242565,0.000551119,0.25158617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997379,0.000047263373,0.000013609164,0.00008096045,0.00009761561,0.000022675807],"domain_scores_gemma":[0.9998074,0.00008194565,0.000016070202,0.000034739292,0.000041526608,0.00001840656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040622638,0.0005888007,0.00031145324,0.0005675569,0.00068388553,0.0018321535,0.0005340307,0.0009016177,0.01052617],"category_scores_gemma":[0.0007437872,0.00025320586,0.00037535717,0.00084507023,0.0027802363,0.0046366146,0.00086353254,0.0014868886,0.003302022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000149072,0.000003834105,0.00002708807,0.000045151628,0.0000018063009,0.000028200948,0.00008119422,0.00026856552,0.0017747857,0.9805876,0.0032125695,0.013954267],"study_design_scores_gemma":[0.000008040786,0.000020646263,0.000069018184,0.00003746311,0.000005076549,0.00017318389,0.00006694355,0.0013958182,0.0023734963,0.8904395,0.10540104,0.000009744999],"about_ca_topic_score_codex":0.00028064786,"about_ca_topic_score_gemma":0.00032232248,"teacher_disagreement_score":0.01052617,"about_ca_system_score_codex":0.00086363085,"about_ca_system_score_gemma":0.00044553218,"threshold_uncertainty_score":0.03521359},"labels":[],"label_agreement":null},{"id":"W1503227914","doi":"10.1142/4802","title":"Words, Semigroups, and Transductions","year":2001,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Psychology","score_opus":0.015428942075273124,"score_gpt":0.23038553210486662,"score_spread":0.2149565900295935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503227914","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01000126,0.18979159,0.06901803,0.004247038,0.004357899,0.00009852844,0.00057215226,0.00051702023,0.7213964],"genre_scores_gemma":[0.18252626,0.091422774,0.06464069,0.0027220317,0.005236426,0.0004462503,0.001249568,0.0003548413,0.6514011],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99972457,0.000060982096,0.000023607889,0.000067410634,0.00009542421,0.000028013279],"domain_scores_gemma":[0.9998086,0.00010067106,0.000011694849,0.000028330063,0.00003249768,0.000018237268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003511968,0.0008483649,0.0003767034,0.0014916486,0.0011157602,0.002596001,0.00048159005,0.00058769423,0.011953459],"category_scores_gemma":[0.00086083263,0.00029328698,0.0004022447,0.0016017336,0.0037721435,0.004929277,0.0008982547,0.0011367189,0.003881804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070862457,0.0000049480727,0.000033981978,0.00007737963,0.0000025361132,0.000040183357,0.00031457987,0.00027959762,0.00038481498,0.9511779,0.01740371,0.030273307],"study_design_scores_gemma":[0.0000038543917,0.000013571225,0.00011175226,0.0000562729,0.0000023385628,0.0001770492,0.00012129217,0.00051099574,0.0001512207,0.6613991,0.33744815,0.000004320442],"about_ca_topic_score_codex":0.0010442596,"about_ca_topic_score_gemma":0.001169728,"teacher_disagreement_score":0.011953459,"about_ca_system_score_codex":0.0013550203,"about_ca_system_score_gemma":0.00067415,"threshold_uncertainty_score":0.03998834},"labels":[],"label_agreement":null},{"id":"W1503895334","doi":"10.1142/9789812773296_0005","title":"On External-Memory Planar Depth-First Search","year":2006,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Planar; Computer science; Materials science; Geology; Computer graphics (images)","score_opus":0.030659435563069597,"score_gpt":0.22500279355205738,"score_spread":0.19434335798898777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503895334","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020208878,0.0030822312,0.926274,0.0005110745,0.00009659209,0.00014718244,0.0004333848,0.003607117,0.045639507],"genre_scores_gemma":[0.15434825,0.0045656753,0.80686134,0.00041808403,0.00009999492,0.00023859793,0.0013903471,0.0009033026,0.031174429],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999582,0.00006594708,0.000018407463,0.00009033397,0.00016396775,0.000079465775],"domain_scores_gemma":[0.9993332,0.00033770959,0.0000465353,0.00014411847,0.00011447437,0.000023913439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030130817,0.0009532252,0.00060993625,0.0011566349,0.0006492572,0.0012190458,0.0015261663,0.0007850986,0.0134089],"category_scores_gemma":[0.0019438334,0.00045234992,0.00044810562,0.00312114,0.0007934716,0.003197484,0.0016097862,0.0010665943,0.0035408458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039440973,0.000113964445,0.00050558563,0.0007017752,0.000041712967,0.0001984382,0.00021443378,0.12219756,0.017068518,0.16820718,0.028026758,0.6623297],"study_design_scores_gemma":[0.00013301935,0.00015681807,0.00044617918,0.00015251354,0.000057446163,0.0004731564,0.00015498385,0.6906946,0.022820244,0.19229476,0.09254985,0.000066402026],"about_ca_topic_score_codex":0.003997974,"about_ca_topic_score_gemma":0.0043273787,"teacher_disagreement_score":0.0134089,"about_ca_system_score_codex":0.0013971751,"about_ca_system_score_gemma":0.0011545978,"threshold_uncertainty_score":0.044857264},"labels":[],"label_agreement":null},{"id":"W1514405757","doi":"10.1142/9789813220713_0004","title":"The WTO Government Procurement Agreement and Its Impacts on Trade","year":2011,"lang":"en","type":"article","venue":"WORLD SCIENTIFIC eBooks","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Government procurement; Business; Government (linguistics); International trade; Agreement; International economics; Trade agreement; Procurement; Economics; Free trade; Marketing","score_opus":0.050640655809079754,"score_gpt":0.227965458975955,"score_spread":0.17732480316687524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514405757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8053157,0.0048427274,0.0052012387,0.010049936,0.0004563826,0.0001595445,0.009540112,0.00022117294,0.16421317],"genre_scores_gemma":[0.9895577,0.0016134498,0.00062006566,0.0005243335,0.000109841356,0.000066178814,0.0027181695,0.000050707346,0.0047396],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915202,0.0037363963,0.00037351798,0.00047870772,0.0026275849,0.001263613],"domain_scores_gemma":[0.98588085,0.007116527,0.0038474295,0.00076997105,0.0017381593,0.00064695143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006401631,0.0006409123,0.00085093005,0.0029302852,0.0010689512,0.0058110077,0.0006715146,0.001539092,0.006928024],"category_scores_gemma":[0.027222404,0.00037886933,0.0010510705,0.009517243,0.002558605,0.00291765,0.0028990973,0.002513545,0.0011086388],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010712971,0.00035142156,0.46158472,0.000460552,0.00069871265,0.0018201397,0.0010822369,0.20340577,0.0008735374,0.22321515,0.03392933,0.07150718],"study_design_scores_gemma":[0.0002639719,0.0007196779,0.6247637,0.0008459345,0.00041593134,0.0008874944,0.0078808125,0.07271099,0.0018596094,0.12701897,0.162409,0.00022386342],"about_ca_topic_score_codex":0.029416792,"about_ca_topic_score_gemma":0.01709106,"teacher_disagreement_score":0.029416792,"about_ca_system_score_codex":0.0045177676,"about_ca_system_score_gemma":0.0032280718,"threshold_uncertainty_score":0.05849117},"labels":[],"label_agreement":null},{"id":"W1518698104","doi":"10.1142/9094","title":"After Migration and Religious Affiliation","year":2013,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Asian American and Pacific Histories","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Sociology","score_opus":0.00903065723753568,"score_gpt":0.23489853520636111,"score_spread":0.22586787796882543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518698104","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52708226,0.012857063,0.00024176776,0.00656697,0.00069998496,0.000022061247,0.00014644676,0.000015352956,0.45236808],"genre_scores_gemma":[0.89640564,0.003942131,0.00010882937,0.00041070054,0.00011716009,0.000011265483,0.00006685137,0.000010202939,0.09892721],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998863,0.0000468892,0.0000030716876,0.000010594205,0.00001678119,0.000036376507],"domain_scores_gemma":[0.9998211,0.000028206516,0.000024375044,0.000012952206,0.000037500078,0.00007578793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019600053,0.0001250026,0.00008790033,0.00033096137,0.002003711,0.0014764329,0.0002517903,0.00020853642,0.006657831],"category_scores_gemma":[0.00061113085,0.00005077514,0.000079104844,0.0008230677,0.0013095195,0.000895987,0.0009845796,0.00065420946,0.0006570159],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011639434,0.00017380739,0.108116455,0.00013588677,0.000026108928,0.0018073212,0.24489668,0.00017892165,0.0008241726,0.31362826,0.05680514,0.2732909],"study_design_scores_gemma":[0.000011093907,0.00007302767,0.23821135,0.0002847874,0.000018183555,0.00085632084,0.1777886,0.00013323085,0.00023588394,0.017044492,0.56532633,0.000016618167],"about_ca_topic_score_codex":0.016137429,"about_ca_topic_score_gemma":0.056680243,"teacher_disagreement_score":0.016137429,"about_ca_system_score_codex":0.0010058508,"about_ca_system_score_gemma":0.00077756046,"threshold_uncertainty_score":0.03208697},"labels":[],"label_agreement":null},{"id":"W1523068263","doi":"10.1142/9789814304795_0013","title":"STATE-OWNED ENTERPRISE BEHAVIOURAL RESPONSES TO TRADE REFORMS: SOME ANALYTICS AND NUMERICAL SIMULATION RESULTS USING CHINESE DATA","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"State owned; Analytics; State (computer science); Data analysis; Computer science; Data science; Business; Econometrics; Economics; Data mining; Market economy; Algorithm","score_opus":0.20691581767136147,"score_gpt":0.28623656071210934,"score_spread":0.07932074304074788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523068263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940917,0.00009180543,0.0025174415,0.00036692366,0.00001339907,0.00003495238,0.0010121071,0.000083089326,0.0017886354],"genre_scores_gemma":[0.9957967,0.00008287255,0.001738885,0.000037165755,0.00000910061,0.00004567618,0.001278748,0.000016554935,0.0009942596],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994438,0.00020313985,0.00003371384,0.00011434704,0.000060855822,0.00014401543],"domain_scores_gemma":[0.99400455,0.004059163,0.00057090854,0.00048432377,0.0005881443,0.00029297106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029338999,0.0004638302,0.0007569819,0.0012877856,0.0007245371,0.001299136,0.0015785557,0.0012508878,0.0048213843],"category_scores_gemma":[0.006972596,0.0003142345,0.0010013727,0.0017036938,0.001104947,0.001308116,0.0009373418,0.0013496586,0.0003261782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014959554,0.000314674,0.090923995,0.00009550295,0.00009975994,0.00041555133,0.00049129233,0.8864344,0.0003897652,0.011874812,0.0027455294,0.006065138],"study_design_scores_gemma":[0.000017275053,0.000028178105,0.013429696,0.0000071952118,0.000012882054,0.000014658618,0.00028579117,0.9838898,0.00010857739,0.0018993794,0.00029014173,0.000016479462],"about_ca_topic_score_codex":0.14908637,"about_ca_topic_score_gemma":0.073458254,"teacher_disagreement_score":0.14908637,"about_ca_system_score_codex":0.0024370688,"about_ca_system_score_gemma":0.0012952412,"threshold_uncertainty_score":0.29643714},"labels":[],"label_agreement":null},{"id":"W1523953088","doi":"10.1142/9789812569448_0004","title":"UNDERSTANDING MUTUAL FUND AND HEDGE FUND STYLES USING RETURN-BASED STYLE ANALYSIS","year":2002,"lang":"en","type":"article","venue":"WORLD SCIENTIFIC eBooks","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Style analysis; Returns-based style analysis; Style (visual arts); Investment style; Hedge fund; Sharpe ratio; Fund administration; Mutual fund; Set (abstract data type); Business; Actuarial science; Financial economics; Economics; Fund of funds; Return on investment; Computer science; Finance; Investment strategy; Microeconomics","score_opus":0.30533782619163213,"score_gpt":0.26139271951854437,"score_spread":0.043945106673087764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523953088","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28366876,0.0016153646,0.6504937,0.0010803681,0.00014274608,0.00013505148,0.00069937174,0.000514718,0.061649922],"genre_scores_gemma":[0.8667895,0.00085020205,0.12449919,0.00012678301,0.0002710323,0.00007926497,0.00035068864,0.00010148804,0.006931806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990792,0.00029827675,0.00007609281,0.00013087249,0.0003448524,0.00007072595],"domain_scores_gemma":[0.99545693,0.0019074795,0.0009212613,0.00061038515,0.000809115,0.00029493368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002518847,0.00048899476,0.00030079842,0.0028794745,0.00038866568,0.0039018202,0.0004894343,0.000571551,0.0046987003],"category_scores_gemma":[0.01517854,0.00019926994,0.0006167405,0.0020368765,0.0007916722,0.0052649914,0.00094263395,0.0009915059,0.00078935735],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016150328,0.00013522537,0.071708016,0.00011905338,0.00009154991,0.00030041125,0.0035511437,0.016159836,0.005211887,0.5123784,0.0047655497,0.3854174],"study_design_scores_gemma":[0.000032039006,0.00013419063,0.07196469,0.00007745285,0.000060966224,0.000691903,0.0017242788,0.19077076,0.0025500061,0.705828,0.02605449,0.000111248155],"about_ca_topic_score_codex":0.0011925208,"about_ca_topic_score_gemma":0.0009963248,"teacher_disagreement_score":0.0046987003,"about_ca_system_score_codex":0.00068425614,"about_ca_system_score_gemma":0.00033157849,"threshold_uncertainty_score":0.015718699},"labels":[],"label_agreement":null},{"id":"W1554156313","doi":"10.1142/9789814449243_0031","title":"LOCAL DYNAMICS NEAR UNSTABLE BRANCHES OF NLS SOLITONS","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"NLS; Dynamics (music); Physics; Classical mechanics; Statistical physics; Psychology; Neuroscience; Nuclear localization sequence; Acoustics","score_opus":0.04231267128283299,"score_gpt":0.27409556965337945,"score_spread":0.23178289837054644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554156313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5758285,0.00267745,0.059439294,0.0023025197,0.0005002371,0.000054005923,0.00014204046,0.0005196979,0.35853624],"genre_scores_gemma":[0.8977187,0.0010860754,0.0063750977,0.00022311069,0.00029219725,0.000055880802,0.00012407398,0.00021658561,0.09390822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9999342,0.000015487376,0.0000024691478,0.000011411488,0.000024342511,0.00001202571],"domain_scores_gemma":[0.9998357,0.0000427448,0.000020575984,0.000020843478,0.000028715594,0.00005133976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018874003,0.00031958972,0.00035201802,0.0007197816,0.00093545753,0.0015727804,0.0005487457,0.0004553048,0.0058934484],"category_scores_gemma":[0.0007188284,0.00022417791,0.00026686356,0.00038727987,0.0012541799,0.0013640918,0.0015127835,0.0012553941,0.0010267254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018151803,0.00007765988,0.0009922794,0.0001457665,0.00002333975,0.00054362114,0.0014303039,0.018374076,0.020914307,0.9189751,0.007918468,0.030423552],"study_design_scores_gemma":[0.00006543172,0.00008639441,0.0024614236,0.00008414813,0.000013227928,0.0006275089,0.0007144952,0.13774559,0.0037362848,0.8375872,0.016835243,0.000043112985],"about_ca_topic_score_codex":0.0005628772,"about_ca_topic_score_gemma":0.0005182106,"teacher_disagreement_score":0.0058934484,"about_ca_system_score_codex":0.00089925836,"about_ca_system_score_gemma":0.0001883386,"threshold_uncertainty_score":0.019715488},"labels":[],"label_agreement":null},{"id":"W1575480600","doi":"10.1142/9789812773609_0012","title":"AN ANALYTIC APPROACH TO SPECTRAL FLOW IN VON NEUMANN ALGEBRAS","year":2006,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Operator Algebra Research","field":"Mathematics","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mathematics; Toeplitz matrix; Von Neumann architecture; Cover (algebra); Algebra over a field; Pure mathematics; Context (archaeology); Affiliated operator; Flow (mathematics); Spectral theory; Dirac (video compression format); Von Neumann algebra; Manifold (fluid mechanics); Matrix (chemical analysis); Spectral theorem; Symbol (formal); Operator theory; Hilbert space; Computer science; Algebra representation; Geometry; Jordan algebra; Physics; Quantum mechanics","score_opus":0.05551458454310021,"score_gpt":0.3194065750663177,"score_spread":0.2638919905232175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1575480600","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1107157,0.01475478,0.46096104,0.008862169,0.0010269969,0.00008125872,0.0002485925,0.00028048857,0.40306896],"genre_scores_gemma":[0.90751565,0.0065257074,0.0478648,0.0012619777,0.0014021874,0.000101153026,0.000114136754,0.00009900385,0.03511535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994209,0.00017301162,0.000023385319,0.00006774321,0.00024288111,0.00007209481],"domain_scores_gemma":[0.99950826,0.00022331314,0.000047531375,0.0000465764,0.00010901593,0.0000652697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010591061,0.00047676914,0.00040084007,0.0019044444,0.0014421454,0.0023727755,0.00090554747,0.0010245299,0.0053210533],"category_scores_gemma":[0.0021172122,0.00026060877,0.0005113259,0.001128122,0.004307651,0.005399878,0.0016496347,0.0023044278,0.00053397246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.0819243e-7,0.000002167629,0.000010290357,0.0000070853735,5.410088e-7,0.000009038319,0.00007352815,0.00014326879,0.00009933872,0.9987984,0.0001495609,0.0007060548],"study_design_scores_gemma":[0.0000012075736,0.000003872027,0.000025484653,0.000007949703,7.0139595e-7,0.000018821514,0.000035203077,0.0015051628,0.00008266782,0.99494356,0.0033726443,0.0000026483738],"about_ca_topic_score_codex":0.0008786011,"about_ca_topic_score_gemma":0.0004630397,"teacher_disagreement_score":0.0053210533,"about_ca_system_score_codex":0.002056106,"about_ca_system_score_gemma":0.0007834866,"threshold_uncertainty_score":0.017800689},"labels":[],"label_agreement":null},{"id":"W1586995290","doi":"10.1142/8507","title":"Finance at Fields","year":2012,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Economics","score_opus":0.036519167101136875,"score_gpt":0.21473317270410147,"score_spread":0.1782140056029646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586995290","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029270537,0.02812117,0.0009891986,0.010955003,0.0059511834,0.000032998767,0.0019982283,0.0006126319,0.9510469],"genre_scores_gemma":[0.002949263,0.012418879,0.00050342886,0.0019448242,0.004111662,0.000029969897,0.0010926593,0.00024510047,0.97670424],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994161,0.000053462136,0.000021633641,0.000108535554,0.00031959417,0.00008053755],"domain_scores_gemma":[0.99918884,0.0001313659,0.00005843315,0.000114932336,0.00022227241,0.00028413895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063715084,0.0013214835,0.0007523309,0.0037510167,0.0016993111,0.0069234786,0.00067555084,0.0019339748,0.3942236],"category_scores_gemma":[0.0021046004,0.0004149232,0.00038130337,0.004883586,0.001170063,0.0051974095,0.002292005,0.002339765,0.23217276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005521607,0.0000071929803,0.000090744456,0.000086448694,0.0000020482776,0.000016810178,0.0000461843,0.000042831096,0.00007854454,0.031756975,0.895723,0.07214371],"study_design_scores_gemma":[0.000001479278,0.0000026932732,0.00015889434,0.000062004336,5.3284333e-7,0.000022726823,0.000009977793,0.000012471397,0.000017009499,0.0056556463,0.994055,0.0000015701336],"about_ca_topic_score_codex":0.005658524,"about_ca_topic_score_gemma":0.012634588,"teacher_disagreement_score":0.3942236,"about_ca_system_score_codex":0.0039436305,"about_ca_system_score_gemma":0.0024465048,"threshold_uncertainty_score":0.8640665},"labels":[],"label_agreement":null},{"id":"W159072943","doi":"10.1142/9789812707123_0001","title":"Time Perception and Time-Based Prospective Memory","year":2006,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of British Columbia","funders":"","keywords":"Prospective memory; Time perception; Psychology; Perception; Cognitive psychology; Computer science; Neuroscience; Cognition","score_opus":0.016322107645431835,"score_gpt":0.24509851971502125,"score_spread":0.22877641206958943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W159072943","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016202405,0.12773289,0.115757704,0.002603015,0.002108772,0.00003226842,0.00019456899,0.00023632377,0.73513204],"genre_scores_gemma":[0.37249717,0.097325645,0.050426062,0.00097002415,0.0020635403,0.00012134162,0.00041995535,0.00022585633,0.47595036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99991345,0.000014953403,0.000005544269,0.000020338273,0.000037478585,0.000008223316],"domain_scores_gemma":[0.9997805,0.0001292783,0.0000149813295,0.000023144707,0.00003972469,0.000012352911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028004698,0.00059737917,0.00022892473,0.00050748925,0.0002883358,0.0030351155,0.00076267356,0.000650257,0.009589759],"category_scores_gemma":[0.0011100597,0.00020165916,0.00025261892,0.00092281296,0.0014131018,0.004700174,0.00041135037,0.0010742946,0.0014415215],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062801584,0.000028887389,0.00032239506,0.00021541597,0.000015164598,0.0001185123,0.0010136715,0.0008500887,0.0031329244,0.74091434,0.0146587705,0.23866695],"study_design_scores_gemma":[0.000008819579,0.000043477787,0.0019202436,0.00015006152,0.000021516395,0.0004340866,0.00045031836,0.0018762327,0.0020736307,0.82213074,0.17086808,0.000022730415],"about_ca_topic_score_codex":0.0015775446,"about_ca_topic_score_gemma":0.0016845891,"teacher_disagreement_score":0.009589759,"about_ca_system_score_codex":0.00061731593,"about_ca_system_score_gemma":0.0005036965,"threshold_uncertainty_score":0.03208095},"labels":[],"label_agreement":null},{"id":"W1605756495","doi":"10.1142/9789814304795_0012","title":"CHINESE EXPERIENCE WITH GLOBAL 3G STANDARD-SETTING","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"ICT Impact and Policies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Western University","funders":"","keywords":"History","score_opus":0.013442138626836297,"score_gpt":0.23837130410719687,"score_spread":0.22492916548036057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605756495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8798033,0.0010521078,0.0020048816,0.006774092,0.000114811875,0.0001591514,0.00013661412,0.00010170876,0.10985328],"genre_scores_gemma":[0.9845589,0.00059262046,0.00053087634,0.0006634749,0.000021422564,0.000035693938,0.000108276465,0.000021756767,0.013466835],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958982,0.0015030348,0.00020283814,0.00028713566,0.0009630447,0.0011456645],"domain_scores_gemma":[0.9972076,0.0007003829,0.00034102864,0.00040817593,0.0006600842,0.0006827204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007943373,0.0005044499,0.00033383304,0.0009261139,0.005072971,0.0031232547,0.0011855892,0.00093073765,0.007611169],"category_scores_gemma":[0.0056128143,0.00024857375,0.00038400313,0.0034417312,0.0033536016,0.002033518,0.00422188,0.0015224839,0.0004953433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043398453,0.00044224795,0.12106101,0.00066522404,0.00011435938,0.009839479,0.4157887,0.0066117495,0.0074227396,0.1972312,0.03242483,0.2079645],"study_design_scores_gemma":[0.0001284551,0.0015526571,0.14188729,0.00048479554,0.00015836694,0.0025938018,0.21340345,0.013537494,0.013700884,0.01664574,0.595459,0.00044799972],"about_ca_topic_score_codex":0.09238954,"about_ca_topic_score_gemma":0.06671281,"teacher_disagreement_score":0.09238954,"about_ca_system_score_codex":0.009203507,"about_ca_system_score_gemma":0.011367591,"threshold_uncertainty_score":0.18370354},"labels":[],"label_agreement":null},{"id":"W1629391210","doi":"10.1142/9789812796752_0007","title":"WAVELET ANALYSIS OF SATELLITE IMAGES IN OCEAN APPLICATIONS","year":2003,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Space Agency; Goddard Space Flight Center; Jet Propulsion Laboratory; National Aeronautics and Space Administration","keywords":"Satellite; Wavelet; Remote sensing; Geology; Computer science; Artificial intelligence; Engineering; Aerospace engineering","score_opus":0.019291529902789862,"score_gpt":0.26600927166440475,"score_spread":0.24671774176161487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1629391210","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013152631,0.018677784,0.94451916,0.00044929367,0.00034613014,0.000032274707,0.0002157206,0.00075508753,0.021851897],"genre_scores_gemma":[0.1480392,0.06061408,0.6888615,0.00022770169,0.00087575807,0.00009055205,0.0010468705,0.0009780359,0.09926632],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99989426,0.000012465161,0.0000063571774,0.000014716417,0.00006423093,0.000007985093],"domain_scores_gemma":[0.9998227,0.00009409838,0.000010167423,0.000019534684,0.000046711975,0.0000069242164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022805939,0.0004007134,0.0004278612,0.0008299043,0.00011744217,0.00083173066,0.0004028499,0.000420383,0.004892741],"category_scores_gemma":[0.0007134373,0.0002698504,0.00032027386,0.0023985591,0.000355463,0.00075557013,0.00032494878,0.0006576856,0.0023317668],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064280626,0.000033047327,0.00036769416,0.0005932235,0.00003405678,0.0001215148,0.00016566392,0.018233443,0.048576903,0.041207116,0.019445075,0.871158],"study_design_scores_gemma":[0.000026911535,0.00014372701,0.0059461743,0.00031789523,0.00011908504,0.00097622257,0.00033089402,0.5492751,0.062038936,0.14022815,0.24053277,0.00006418749],"about_ca_topic_score_codex":0.00087443396,"about_ca_topic_score_gemma":0.0011636446,"teacher_disagreement_score":0.004892741,"about_ca_system_score_codex":0.00017070147,"about_ca_system_score_gemma":0.00018827611,"threshold_uncertainty_score":0.016367853},"labels":[],"label_agreement":null},{"id":"W1658487239","doi":"10.1142/9789812702838_0118","title":"A SYSTEMATIC ASSESSMENT OF GLOBAL OPTIMIZATION METHODS FOR CONCEPTUAL HYDROLOGIC MODELS CALIBRATION","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Calibration; Environmental science; Computer science; Mathematics; Statistics","score_opus":0.04841761964394662,"score_gpt":0.284315084193098,"score_spread":0.23589746454915136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1658487239","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017744523,0.005309084,0.9668783,0.00045670694,0.00011900155,0.00014938954,0.00039254883,0.0007746596,0.00817577],"genre_scores_gemma":[0.15860817,0.00514201,0.83013535,0.00020807849,0.0001421128,0.0002884841,0.001131471,0.0013036336,0.003040616],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947423,0.0033791568,0.0002538441,0.0003133277,0.0012342179,0.00007709677],"domain_scores_gemma":[0.98139864,0.012625687,0.00053901353,0.002516009,0.0028204555,0.00010020278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015478035,0.0017319468,0.0014301573,0.0022094492,0.00055217044,0.0019487669,0.0015364204,0.0013942616,0.0028408384],"category_scores_gemma":[0.033296265,0.000785585,0.001399679,0.002219906,0.001026041,0.0028076516,0.0018227743,0.0014574996,0.00048687245],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024342508,0.00010977888,0.0025577317,0.00072425953,0.00041324203,0.00004417615,0.00012933325,0.4710334,0.0021901801,0.03174569,0.0039928732,0.48681584],"study_design_scores_gemma":[0.00006882454,0.00019171351,0.0026601877,0.00048252125,0.0002041539,0.000082317536,0.00008398923,0.95052826,0.005387977,0.03093349,0.009328324,0.00004825203],"about_ca_topic_score_codex":0.0039508636,"about_ca_topic_score_gemma":0.0044990736,"teacher_disagreement_score":0.015478035,"about_ca_system_score_codex":0.00085109426,"about_ca_system_score_gemma":0.0014660674,"threshold_uncertainty_score":0.08185661},"labels":[],"label_agreement":null},{"id":"W1714157926","doi":"10.1142/9789811285073_0008","title":"Boolean Gates on Actin Filaments","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Protein filament; Actin; Filamin; Physics; Cytoskeleton; Computer science; Cell biology; Biology; Cell; Genetics","score_opus":0.015056180066544885,"score_gpt":0.23592931165231487,"score_spread":0.22087313158577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1714157926","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07975788,0.00679807,0.57995516,0.001862911,0.0012870834,0.0001159863,0.0006969168,0.0016220567,0.32790393],"genre_scores_gemma":[0.65171856,0.0074679893,0.18694782,0.00085577567,0.00035930864,0.00022610885,0.00052987796,0.0003350601,0.15155938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999002,0.000017468601,0.0000045242805,0.000023072895,0.00003839625,0.000016289609],"domain_scores_gemma":[0.99987924,0.00006838712,0.000009889632,0.000012311142,0.000019736499,0.000010343833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105086205,0.00044721333,0.00023630315,0.00033112863,0.00038018342,0.0010629694,0.0005085827,0.0003470891,0.0077749793],"category_scores_gemma":[0.00044034133,0.00018546998,0.0003629717,0.00043194063,0.00094481715,0.0012284542,0.0004439908,0.00064018916,0.001273386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007984911,0.000021564225,0.00009170867,0.00017572091,0.0000108731,0.00013206125,0.00010303623,0.02090413,0.025433367,0.88669443,0.005169872,0.06118348],"study_design_scores_gemma":[0.00004175062,0.00010594499,0.00020834517,0.00010354151,0.00002821574,0.00025811527,0.000050132672,0.12741503,0.023665737,0.7257708,0.12232247,0.000029922227],"about_ca_topic_score_codex":0.00061706715,"about_ca_topic_score_gemma":0.0007183614,"teacher_disagreement_score":0.0077749793,"about_ca_system_score_codex":0.0006712302,"about_ca_system_score_gemma":0.00029702563,"threshold_uncertainty_score":0.026009917},"labels":[],"label_agreement":null},{"id":"W1773973609","doi":"10.1142/9789814518550_0011","title":"THE TENSOR TRACK: AN UPDATE","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Track (disk drive); Computer science; Tensor (intrinsic definition); Geology; Mathematics; Pure mathematics; Operating system","score_opus":0.02017779995393025,"score_gpt":0.2539923797461823,"score_spread":0.233814579792252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1773973609","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012612529,0.49945408,0.009584115,0.0989871,0.2002201,0.0000804609,0.0044276654,0.0023172386,0.18366799],"genre_scores_gemma":[0.009213835,0.5403925,0.011432457,0.025038697,0.06586015,0.0001298139,0.005551386,0.002481931,0.33989924],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99882454,0.00014476992,0.000121912795,0.00012945697,0.0006406998,0.00013858167],"domain_scores_gemma":[0.99286747,0.0011560274,0.00047784555,0.00041901795,0.0038071258,0.0012725582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004141765,0.0010812965,0.0011933782,0.007470671,0.0012036648,0.006159156,0.0024943408,0.002694656,0.08718845],"category_scores_gemma":[0.009958519,0.00057131844,0.00067701517,0.009664286,0.0012988664,0.016264219,0.0031708404,0.0034245653,0.044339567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003330663,0.000024493605,0.000102332706,0.00047315142,0.000007006849,0.000029344208,0.000034760018,0.00012118977,0.00011288193,0.0062834756,0.7890003,0.20377769],"study_design_scores_gemma":[0.0000025502877,0.000005760601,0.000061871135,0.00021363779,0.000003817531,0.000043243956,0.000015869982,0.000030486075,0.000043122425,0.0011600258,0.99841404,0.0000056104163],"about_ca_topic_score_codex":0.008690368,"about_ca_topic_score_gemma":0.016515167,"teacher_disagreement_score":0.08718845,"about_ca_system_score_codex":0.0034335179,"about_ca_system_score_gemma":0.00637107,"threshold_uncertainty_score":0.29167444},"labels":[],"label_agreement":null},{"id":"W1786274136","doi":"10.1142/9789812775245_0015","title":"SYSTEM DYNAMICS AND GOAL-ORIENTED MEASUREMENT: A HYBRID APPROACH","year":2005,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Dynamics (music); Psychology; Pedagogy","score_opus":0.02028661061573034,"score_gpt":0.21141362394848195,"score_spread":0.19112701333275162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1786274136","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061176918,0.0039221914,0.93515265,0.0037455468,0.0001104111,0.00012592736,0.00007357385,0.00032007886,0.05043194],"genre_scores_gemma":[0.3423183,0.0069830474,0.6375163,0.0009949964,0.00016101012,0.0009926648,0.0002006802,0.00022017278,0.010612809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9943275,0.0032670994,0.00025171324,0.00046458317,0.0015287788,0.00016030215],"domain_scores_gemma":[0.9962847,0.0025608724,0.00022111296,0.00032139913,0.0004664002,0.00014547163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004688491,0.0013172934,0.0009073283,0.004351198,0.0007915843,0.007921313,0.0023530459,0.0015984101,0.0030714264],"category_scores_gemma":[0.006335979,0.00076229754,0.00081288035,0.005294183,0.0053168912,0.008738059,0.0038305107,0.0026235648,0.0006294954],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011779916,0.000028975757,0.00056817627,0.0002896218,0.000044308923,0.00006741796,0.0025818706,0.008551062,0.0005884846,0.9162384,0.0014531447,0.069576815],"study_design_scores_gemma":[0.000016145224,0.00006883976,0.0009774469,0.00037167678,0.000032833646,0.00014513545,0.002648995,0.053723674,0.0007148219,0.88405514,0.057194937,0.000050523002],"about_ca_topic_score_codex":0.0025500827,"about_ca_topic_score_gemma":0.002494006,"teacher_disagreement_score":0.007921313,"about_ca_system_score_codex":0.004916052,"about_ca_system_score_gemma":0.003101604,"threshold_uncertainty_score":0.03566867},"labels":[],"label_agreement":null},{"id":"W1794962232","doi":"10.1142/9789814678704_0010","title":"Circularly Polarized Attosecond Pulses and Molecular Atto-Magnetism","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Attosecond; Physics; High harmonic generation; Harmonics; Magnetism; Circular polarization; Optics; Laser; Magnetic field; Atomic physics; Ultrashort pulse; Voltage; Condensed matter physics; Quantum mechanics","score_opus":0.02297470306297836,"score_gpt":0.25174889047690036,"score_spread":0.228774187413922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1794962232","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013366096,0.17904978,0.09283781,0.0016526018,0.0027359177,0.00011721801,0.00031789954,0.00078075146,0.70914185],"genre_scores_gemma":[0.08125193,0.13034835,0.0641501,0.0018132876,0.00093937374,0.00019312518,0.00052036747,0.00040956878,0.72037387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999331,0.0000043249843,0.0000022218505,0.000015907868,0.000037927377,0.000006420731],"domain_scores_gemma":[0.9999584,0.000016313847,0.0000040495947,0.000006190479,0.000009924655,0.0000051460647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000809478,0.00035313852,0.00020901796,0.00058005744,0.00034594248,0.0009061965,0.0004726992,0.00048085907,0.012232145],"category_scores_gemma":[0.000103386745,0.00023103766,0.00014976555,0.0008783742,0.000693853,0.0011604893,0.0005720232,0.0012930287,0.0044126012],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007759217,0.000065944194,0.000103435064,0.00095880136,0.000011214516,0.00025213385,0.0004625929,0.0010774231,0.09724495,0.49433517,0.02929382,0.3761169],"study_design_scores_gemma":[0.000006306278,0.000046329056,0.00023439931,0.00012586577,0.0000054767115,0.00076645,0.000042736938,0.00079649105,0.027400928,0.045119572,0.9254363,0.000019139809],"about_ca_topic_score_codex":0.00020116637,"about_ca_topic_score_gemma":0.00029126368,"teacher_disagreement_score":0.012232145,"about_ca_system_score_codex":0.0004917444,"about_ca_system_score_gemma":0.00027300962,"threshold_uncertainty_score":0.040920615},"labels":[],"label_agreement":null},{"id":"W182535576","doi":"10.1142/9789814327121_0007","title":"Genetics and Stem Cell Research: Models of International Policy-making","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Stem cell; Evolutionary biology; Biology; Political science; Computational biology; Genetics","score_opus":0.1707775790800041,"score_gpt":0.391105596257427,"score_spread":0.22032801717742292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W182535576","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019493646,0.019355722,0.020440586,0.059735097,0.0014630891,0.000049055016,0.000058527577,0.00005563552,0.896893],"genre_scores_gemma":[0.43874064,0.057672102,0.041522037,0.03426099,0.004772211,0.00064392446,0.0001676922,0.00027850555,0.42194194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976291,0.0014735791,0.000051030784,0.0002339482,0.00046275166,0.00014960053],"domain_scores_gemma":[0.9966395,0.0026289409,0.00012241723,0.00023855205,0.0002224939,0.00014806271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050202752,0.00093010825,0.0006780632,0.0012672553,0.0018935627,0.009472787,0.0013512779,0.0049330066,0.011408606],"category_scores_gemma":[0.006727031,0.00033623097,0.0004863555,0.0019192365,0.021861421,0.009906226,0.0022456048,0.006247147,0.0015375394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011302069,0.0000021370831,0.0000066895814,0.000006451771,6.482216e-7,0.0000035823452,0.00006551425,0.00013222636,0.000011468611,0.9966523,0.001762744,0.0013550693],"study_design_scores_gemma":[0.0000027748436,0.0000018243637,0.000015546628,0.000034518685,0.0000010641095,0.000009071625,0.00009898294,0.00022213721,0.000025855124,0.96366817,0.03591783,0.0000021777919],"about_ca_topic_score_codex":0.0031730025,"about_ca_topic_score_gemma":0.0040626796,"teacher_disagreement_score":0.011408606,"about_ca_system_score_codex":0.008105847,"about_ca_system_score_gemma":0.00598255,"threshold_uncertainty_score":0.05881232},"labels":[],"label_agreement":null},{"id":"W1893309633","doi":"10.1142/9789812771971_0003","title":"Sudbury Neutrino Observatory","year":2008,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observatory; Neutrino; Astronomy; Physics; Particle physics","score_opus":0.024461490626482098,"score_gpt":0.21182073692854614,"score_spread":0.18735924630206405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1893309633","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013299152,0.004138648,0.0073897783,0.002084149,0.0012345738,0.000052738553,0.00615851,0.0015285371,0.9760833],"genre_scores_gemma":[0.0068817553,0.002886184,0.007614351,0.00041410926,0.00033468907,0.000029826528,0.004524346,0.0005045429,0.9768102],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957484,0.000028706052,0.000008955571,0.0001451395,0.00019243211,0.00004997451],"domain_scores_gemma":[0.99968207,0.00003462903,0.00002381878,0.00007241965,0.00012218421,0.00006490343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005690622,0.00076537544,0.000580791,0.0017144073,0.0018529615,0.0027467182,0.0009888343,0.00073480705,0.1986855],"category_scores_gemma":[0.00073524175,0.00051288155,0.00025970934,0.0017973027,0.00047958858,0.002223151,0.0016828,0.0018801561,0.109123945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008039733,0.00003108388,0.00054053613,0.000082047234,0.000005676927,0.000093660594,0.00008280414,0.00018090555,0.002052363,0.030246897,0.6775645,0.28903913],"study_design_scores_gemma":[0.0000033547133,0.000003822159,0.00036541108,0.000015077284,0.0000018069537,0.000028682744,0.000016314343,0.000076152064,0.00045727796,0.0022528078,0.9967745,0.0000048282905],"about_ca_topic_score_codex":0.018880766,"about_ca_topic_score_gemma":0.060780004,"teacher_disagreement_score":0.1986855,"about_ca_system_score_codex":0.0013876985,"about_ca_system_score_gemma":0.0022424615,"threshold_uncertainty_score":0.6646692},"labels":[],"label_agreement":null},{"id":"W1928584802","doi":"10.1142/9789814295314_0004","title":"Antisense Transcription in Human T-Cell Leukemia Virus Type 1: Discovery of a New Viral Gene","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Virology; Biology; Gene; Transcription (linguistics); Leukemia; Genetics","score_opus":0.02170997839621033,"score_gpt":0.228177554566272,"score_spread":0.20646757617006167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1928584802","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27710363,0.33035803,0.15807347,0.007915966,0.0116284955,0.00020152409,0.0006144979,0.0007723911,0.213332],"genre_scores_gemma":[0.4642952,0.21823318,0.075465836,0.003244279,0.0021977625,0.00024387511,0.0009419945,0.0003018801,0.23507603],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999455,0.0000059000854,0.000002770525,0.0000145292,0.000024311374,0.000007014601],"domain_scores_gemma":[0.9999666,0.000017972645,0.0000040643154,0.0000018087014,0.0000044147478,0.00000517545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015063232,0.00032047057,0.0002095204,0.00024067247,0.00018038093,0.0005681593,0.00032786018,0.0004198958,0.00092952925],"category_scores_gemma":[0.00011501012,0.00018872923,0.00028723394,0.0002443651,0.000457703,0.0004458138,0.00016861754,0.0010485182,0.0005328173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114552495,0.000042874144,0.0001472274,0.00029058347,0.000009801049,0.00031028056,0.00023909767,0.00076557783,0.8529358,0.06494358,0.0039837514,0.07621688],"study_design_scores_gemma":[0.00003456789,0.0004834989,0.00053093134,0.000059235175,0.000037292557,0.0010045285,0.00006485974,0.0012780402,0.49095896,0.017517632,0.48800334,0.000027090786],"about_ca_topic_score_codex":0.00051875546,"about_ca_topic_score_gemma":0.00070103037,"teacher_disagreement_score":0.00092952925,"about_ca_system_score_codex":0.00051157136,"about_ca_system_score_gemma":0.00033192988,"threshold_uncertainty_score":0.00371176},"labels":[],"label_agreement":null},{"id":"W194588812","doi":"10.1142/9789814273398_0031","title":"INTELLIGENT WATERMARKING SYSTEMS: A SURVEY","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Steganography and Watermarking Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Digital watermarking; Computer science; Computer security; Computer vision; Image (mathematics)","score_opus":0.041579083638315514,"score_gpt":0.2546538173078287,"score_spread":0.21307473366951318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W194588812","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006488652,0.86232007,0.093463965,0.0012666943,0.0010502001,0.000102824015,0.00016825105,0.0006243358,0.034515075],"genre_scores_gemma":[0.04416371,0.86797476,0.05706098,0.0009143841,0.001980327,0.000102904814,0.0005174115,0.00014120727,0.027144289],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994281,0.0000634195,0.000073310315,0.00011360742,0.00028616656,0.00003544687],"domain_scores_gemma":[0.9988877,0.00057088473,0.00011076433,0.00010192729,0.00029407104,0.000034591285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006214885,0.00092032977,0.00093997427,0.0027109808,0.0003293156,0.0019860165,0.0008853662,0.0012406021,0.005616185],"category_scores_gemma":[0.0016522305,0.00046715766,0.00038814734,0.0040008975,0.00046571,0.003782019,0.0007178498,0.0008405509,0.0038070418],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003884351,0.000073194016,0.00039102815,0.0016289135,0.000021456724,0.000057367204,0.000047292957,0.000975963,0.003271891,0.0066958303,0.0093264505,0.97747177],"study_design_scores_gemma":[0.000031741667,0.00046428485,0.002594669,0.0018085712,0.00016910647,0.0031130668,0.00023863895,0.01674626,0.021392766,0.016639393,0.93671346,0.00008805667],"about_ca_topic_score_codex":0.0003017106,"about_ca_topic_score_gemma":0.00039203675,"teacher_disagreement_score":0.005616185,"about_ca_system_score_codex":0.00036523625,"about_ca_system_score_gemma":0.00045913167,"threshold_uncertainty_score":0.01878804},"labels":[],"label_agreement":null},{"id":"W203247903","doi":"10.1142/9789812567185_0005","title":"POSITIVE ENERGY PERTURBATIONS IN COSMOLOGY – II","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cosmology; Physics; Theoretical physics; Astrophysics","score_opus":0.017542504978565545,"score_gpt":0.25064809963976464,"score_spread":0.2331055946611991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W203247903","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011809274,0.066342056,0.015301769,0.008165723,0.0047246665,0.000026565622,0.00005343137,0.000082494436,0.893494],"genre_scores_gemma":[0.46034658,0.050273247,0.0070356657,0.00431225,0.006663655,0.00010630773,0.00010022094,0.00024553898,0.4709166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99988556,0.00004574099,0.0000042047313,0.0000145190215,0.000038300965,0.000011771584],"domain_scores_gemma":[0.99987304,0.00006111587,0.000009656812,0.000019290512,0.00002455796,0.000012359757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035552503,0.00047459183,0.00029276568,0.0004628866,0.0006094351,0.0011772352,0.00043277297,0.0006902806,0.004253805],"category_scores_gemma":[0.00070577575,0.00019900828,0.00021455465,0.00059903605,0.0030542572,0.0019298714,0.00081503345,0.0021694885,0.0008418691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000516308,0.000007612606,0.000047390273,0.000039999315,0.0000023644436,0.000026356116,0.0001628838,0.00046281022,0.00018584022,0.9775039,0.010396768,0.011159025],"study_design_scores_gemma":[0.0000029062771,0.000008388742,0.00018279003,0.00004515207,0.0000018306112,0.00006896736,0.00008910972,0.00044198375,0.00015345385,0.9139987,0.08500198,0.00000473616],"about_ca_topic_score_codex":0.0012998272,"about_ca_topic_score_gemma":0.0012604473,"teacher_disagreement_score":0.004253805,"about_ca_system_score_codex":0.0011522345,"about_ca_system_score_gemma":0.00040335947,"threshold_uncertainty_score":0.0142303705},"labels":[],"label_agreement":null},{"id":"W2038616458","doi":"","title":"Fundamental interactions : proceedings of the Sixteenth Lake Louise Winter Institute, Lake Louise, Alberta, Canada, 18-24 February 2001","year":2002,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physics; Particle physics; Muon; Higgs boson; HERA; Nuclear physics; Hadron; Anomalous magnetic dipole moment; Quantum chromodynamics","score_opus":0.022071381806103386,"score_gpt":0.22904102597089326,"score_spread":0.20696964416478988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038616458","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074559823,0.096352875,0.012193254,0.022043558,0.017453158,0.00025648205,0.012666107,0.0023242366,0.8292544],"genre_scores_gemma":[0.003920254,0.010069452,0.0018519328,0.00027257952,0.0005371895,0.000024714758,0.0025162469,0.00022450602,0.980583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961627,0.000027200886,0.000007429773,0.00005319442,0.00021982883,0.00007604236],"domain_scores_gemma":[0.9991736,0.000042487223,0.000017898958,0.000038453185,0.00040981462,0.00031773414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087091245,0.0014495316,0.00060858676,0.0015469909,0.0024075382,0.002708691,0.0012292103,0.0008843476,0.17723398],"category_scores_gemma":[0.0005891136,0.00041155043,0.00030712492,0.0022104355,0.00085268484,0.0011662146,0.0013273912,0.0011162248,0.05836891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040035633,0.000028561251,0.00039356627,0.00007542936,0.000006944688,0.00005085159,0.000050701572,0.00022913537,0.00039827614,0.0013987288,0.94971955,0.047608163],"study_design_scores_gemma":[0.000005402021,0.000006771376,0.0014173692,0.00006196788,0.0000055037985,0.000035704274,0.00008949411,0.00017838541,0.00022823327,0.0006791962,0.9972849,0.0000070135993],"about_ca_topic_score_codex":0.31434324,"about_ca_topic_score_gemma":0.70337635,"teacher_disagreement_score":0.6856568,"about_ca_system_score_codex":0.008755468,"about_ca_system_score_gemma":0.010025683,"threshold_uncertainty_score":0.6250271},"labels":[],"label_agreement":null},{"id":"W206516885","doi":"","title":"Coastal Structures 2007 : proceedings of the 5th International Conference, Venice, Italy, 2-4 July 2007","year":2009,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Breakwater; Coastal engineering; Artificial reef; Geology; Wave model; Shore; Marine engineering; Engineering; Geography; Geotechnical engineering; Oceanography; Reef; Meteorology","score_opus":0.011280629047053167,"score_gpt":0.21692153935686623,"score_spread":0.20564091030981307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W206516885","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016884262,0.13362825,0.06353377,0.016491346,0.047245633,0.00045317452,0.0054847747,0.0067558694,0.70952284],"genre_scores_gemma":[0.012990775,0.02982243,0.015603193,0.0007907917,0.0019853832,0.00009680047,0.0052034263,0.00087458186,0.9326326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962497,0.000044299064,0.000019774789,0.000066640314,0.00019390599,0.000050434945],"domain_scores_gemma":[0.999246,0.00006467201,0.000021061927,0.00006289447,0.00041618847,0.00018912434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011073385,0.0010054776,0.00076277024,0.0012413587,0.00063713663,0.002827431,0.0011804698,0.0013499445,0.13642466],"category_scores_gemma":[0.00078988937,0.00030030156,0.0004966626,0.0012421907,0.00052650314,0.0015075067,0.0015583505,0.0010457609,0.07458539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008279568,0.000084474756,0.00047989516,0.00023697158,0.000010173826,0.00009857844,0.00008664171,0.0005891839,0.0016413742,0.0024222697,0.76135296,0.23291467],"study_design_scores_gemma":[0.000007770987,0.000047334477,0.0014669296,0.00023753394,0.000010045879,0.00021077238,0.00014768452,0.0008730355,0.0006204485,0.0005633635,0.99580365,0.000011484621],"about_ca_topic_score_codex":0.004579708,"about_ca_topic_score_gemma":0.0115732765,"teacher_disagreement_score":0.13642466,"about_ca_system_score_codex":0.0009063662,"about_ca_system_score_gemma":0.0015628693,"threshold_uncertainty_score":0.45638597},"labels":[],"label_agreement":null},{"id":"W2111795679","doi":"10.1142/9789812833679_0021","title":"A General Equilibrium Analysis of the Evolution of Canadian Service Productivity","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Welfare economics; Productivity; Balance of payments; Economy; Macroeconomics","score_opus":0.032658924207432743,"score_gpt":0.19196413981388777,"score_spread":0.15930521560645503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111795679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6511643,0.0032155886,0.17967947,0.0037644142,0.00022577116,0.00012730356,0.0027766593,0.0004249887,0.15862152],"genre_scores_gemma":[0.94193906,0.0014033932,0.013945258,0.00011413799,0.000034930734,0.000041547115,0.00064370816,0.00007919253,0.041798726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997334,0.000030766518,0.000005021725,0.000050257808,0.000071622766,0.00010889053],"domain_scores_gemma":[0.99958867,0.00012207741,0.000044552547,0.000019299523,0.00017756401,0.000047814363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005740941,0.0005646373,0.00063127145,0.00142019,0.0014835409,0.0017584515,0.0012827739,0.0008878925,0.008082865],"category_scores_gemma":[0.003104035,0.00040757115,0.0010184058,0.0017926585,0.0010553463,0.00091846136,0.0005419181,0.0007534716,0.00041413805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006707311,0.000025358222,0.0038429305,0.00007161486,0.000041369625,0.00013781461,0.00027467747,0.7141109,0.0016725556,0.26225048,0.0044970377,0.013008137],"study_design_scores_gemma":[0.000018933264,0.000015950387,0.0060184426,0.00002195474,0.000031698844,0.000032781423,0.0001967028,0.95613855,0.0003767666,0.027318338,0.00977778,0.000052136864],"about_ca_topic_score_codex":0.9406241,"about_ca_topic_score_gemma":0.8552435,"teacher_disagreement_score":0.97712797,"about_ca_system_score_codex":0.022872038,"about_ca_system_score_gemma":0.013831312,"threshold_uncertainty_score":0.16594905},"labels":[],"label_agreement":null},{"id":"W2118698759","doi":"10.1142/9789812833679_0022","title":"Productivity Trends and Employment Across Industries in Canada","year":2001,"lang":"en","type":"preprint","venue":"WORLD SCIENTIFIC eBooks","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contradiction; Economics; Productivity; Welfare economics; Relative price; Monetary economics; Philosophy; Economic growth","score_opus":0.06042190116955309,"score_gpt":0.24752772318459718,"score_spread":0.18710582201504408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118698759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97637445,0.0017704311,0.00019556232,0.0011755256,0.00002346062,0.000019110928,0.010103392,0.000035527122,0.0103025315],"genre_scores_gemma":[0.98899883,0.0012255163,0.0002030974,0.00009571681,0.000009928916,0.000010287053,0.0026251695,0.000008848665,0.0068226233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991698,0.0000212826,0.00002963912,0.00009069701,0.00029513505,0.0003933665],"domain_scores_gemma":[0.99795014,0.00013973395,0.00031305323,0.00004632638,0.0011064982,0.00044438115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045201715,0.0002298023,0.00029217146,0.0041584037,0.002391185,0.0021275966,0.0007926018,0.00044367352,0.0035928322],"category_scores_gemma":[0.0023219846,0.00016412926,0.0003958534,0.011910363,0.000610491,0.0005342537,0.0009014119,0.0005448532,0.00035882177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011098503,0.000037801758,0.9509437,0.00008840494,0.00006579936,0.00019984071,0.0033694413,0.0011897178,0.00056613726,0.0025907357,0.003771514,0.03706591],"study_design_scores_gemma":[0.0000025653724,0.000010767074,0.98921204,0.000035733246,0.000014730155,0.000024578994,0.0026956284,0.000659328,0.000123971,0.00010323913,0.0071068895,0.000010509913],"about_ca_topic_score_codex":0.994942,"about_ca_topic_score_gemma":0.9971221,"teacher_disagreement_score":0.033288524,"about_ca_system_score_codex":0.033288524,"about_ca_system_score_gemma":0.04248023,"threshold_uncertainty_score":0.24152625},"labels":[],"label_agreement":null},{"id":"W2119013594","doi":"10.1142/9789813220003_0006","title":"The Continuum Limit of Loop Quantum Gravity: A Framework for Solving the Theory","year":2017,"lang":"en","type":"preprint","venue":"WORLD SCIENTIFIC eBooks","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Quantum gravity; Loop quantum gravity; Spin foam; Physics; Hilbert space; Renormalization; Continuum hypothesis; Limit (mathematics); Granularity; Theoretical physics; Quantum; Classical mechanics; Mathematics; Mathematical physics; Quantum mechanics; Mathematical analysis; Computer science","score_opus":0.03873948343281749,"score_gpt":0.31901297229399916,"score_spread":0.2802734888611817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119013594","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07009901,0.00065183884,0.8859436,0.0026700988,0.0002540456,0.00009424264,0.00007267978,0.0002589784,0.03995558],"genre_scores_gemma":[0.6881196,0.00051718834,0.30051363,0.0007054509,0.00031787838,0.0003227288,0.00008109212,0.00022905707,0.009193416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995308,0.00020399895,0.000024302819,0.00006196267,0.00013366998,0.000045314537],"domain_scores_gemma":[0.9993956,0.00019124696,0.0000631154,0.00018412292,0.00006547761,0.00010037567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00165341,0.0005795736,0.0006605727,0.0011871228,0.0017360614,0.002050644,0.0019617334,0.0016394663,0.0032843875],"category_scores_gemma":[0.0024126421,0.00028747445,0.0008913772,0.00055262167,0.005763645,0.0046351403,0.0024584315,0.0025845033,0.00043706372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023258365,0.000007698437,0.00003306391,0.00000974853,0.0000018005936,0.000022818047,0.00006141684,0.0016155748,0.00031577423,0.9971916,0.00012221387,0.00061592483],"study_design_scores_gemma":[0.0000032952337,0.0000061971996,0.000032576118,0.000006700578,8.7793774e-7,0.000017821221,0.00002080724,0.019823346,0.00011075009,0.9792789,0.00069453113,0.0000041168623],"about_ca_topic_score_codex":0.00052542106,"about_ca_topic_score_gemma":0.0005616064,"teacher_disagreement_score":0.0032843875,"about_ca_system_score_codex":0.0013309688,"about_ca_system_score_gemma":0.00079537893,"threshold_uncertainty_score":0.010987401},"labels":[],"label_agreement":null},{"id":"W2148767526","doi":"10.1142/9789814295291_0005","title":"A PRACTICAL ALGORITHM FOR ESTIMATION OF THE MAXIMUM LIKELIHOOD ANCESTRAL RECONSTRUCTION ERROR","year":2009,"lang":"en","type":"article","venue":"WORLD SCIENTIFIC eBooks","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Algorithm; Sequence (biology); Tree (set theory); Phylogenetic tree; Heuristic; Extant taxon; Selection (genetic algorithm); Computer science; Evolutionary biology; Biology; Mathematics; Machine learning; Artificial intelligence; Genetics; Gene","score_opus":0.024886584251334255,"score_gpt":0.2881225177600756,"score_spread":0.2632359335087413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148767526","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010819087,0.000058468195,0.99686146,0.00013942187,0.000037150367,0.000060769653,0.000047670906,0.0010282804,0.0006848629],"genre_scores_gemma":[0.018921329,0.00007758767,0.97895366,0.000081431455,0.000046845755,0.00026684973,0.00021560291,0.00024249744,0.0011942997],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99703395,0.0010407468,0.00023899013,0.00056162925,0.0008706299,0.00025406203],"domain_scores_gemma":[0.99166673,0.005057591,0.00041135473,0.0010194517,0.001598286,0.00024659836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043313084,0.0018023478,0.0016877363,0.0021191118,0.0017274537,0.0025566053,0.003028205,0.0028168985,0.016694775],"category_scores_gemma":[0.024613218,0.001004793,0.0012708658,0.0023124325,0.0016442422,0.0034248354,0.003739424,0.0044506337,0.0072415173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004361089,0.00017139246,0.0021684174,0.0003346896,0.00009448821,0.00023485425,0.000443703,0.24563043,0.007846226,0.07946682,0.020927833,0.6422451],"study_design_scores_gemma":[0.00016600663,0.00008200866,0.0004508672,0.00006184207,0.00002592448,0.00030118946,0.00008867478,0.90656716,0.0042814985,0.076516934,0.011390836,0.000067120294],"about_ca_topic_score_codex":0.0038428232,"about_ca_topic_score_gemma":0.0041500847,"teacher_disagreement_score":0.016694775,"about_ca_system_score_codex":0.0019011879,"about_ca_system_score_gemma":0.0039442847,"threshold_uncertainty_score":0.05584961},"labels":[],"label_agreement":null},{"id":"W2185693067","doi":"10.1142/9789812775856_0009","title":"ABRAHAM CRESSY MORRISON IN THE AGORA: BRINGING CHEMISTRY TO THE PUBLIC","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Agora; Chemistry; Computer science; Programming language","score_opus":0.06389758987921558,"score_gpt":0.2944969031691723,"score_spread":0.23059931328995675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185693067","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015213987,0.24497995,0.0011764258,0.37628743,0.030589249,0.000025971467,0.000042446067,0.000105990715,0.3452712],"genre_scores_gemma":[0.043113746,0.0988832,0.0014019009,0.13139406,0.017884744,0.00004844507,0.000026445621,0.00032178487,0.7069257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986546,0.00065513817,0.000033662196,0.00013659676,0.00039744662,0.00012243776],"domain_scores_gemma":[0.99852127,0.0008709089,0.000059767197,0.00009704431,0.00020096106,0.00025015255],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022898375,0.00076500647,0.0006074541,0.0014197715,0.008029059,0.007181215,0.0012293239,0.0069544734,0.012161494],"category_scores_gemma":[0.0038615162,0.0004654282,0.0003367821,0.0015511173,0.014148901,0.012360304,0.004273446,0.013984192,0.0036543612],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002027653,0.000040812403,0.000046709258,0.00017664644,0.0000043609853,0.00010640893,0.0056014964,0.00005134845,0.00016807886,0.5443282,0.43166086,0.01779478],"study_design_scores_gemma":[0.00000286288,0.0000039790993,0.00004951019,0.0001029621,0.000001433744,0.000039646733,0.000938691,0.000019895308,0.00007216093,0.039085746,0.9596777,0.0000054470893],"about_ca_topic_score_codex":0.014139758,"about_ca_topic_score_gemma":0.039707605,"teacher_disagreement_score":0.99197096,"about_ca_system_score_codex":0.004649594,"about_ca_system_score_gemma":0.006620638,"threshold_uncertainty_score":0.040684223},"labels":[],"label_agreement":null},{"id":"W2187309396","doi":"10.1142/9789814277648_0014","title":"LANDSCAPE ENTREPRENEURSHIP: LESSONS FROM THE MONT SAINT HILAIRE NATURE CENTRE","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep de Sherbrooke; McGill University; HEC Montréal","funders":"","keywords":"SAINT; Entrepreneurship; Geography; Political science; History; Art history; Law","score_opus":0.02881115428269849,"score_gpt":0.25089730340536537,"score_spread":0.2220861491226669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187309396","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40541944,0.0046301233,0.0009537684,0.06742195,0.0004452075,0.000113520975,0.00011589982,0.000041718005,0.5208584],"genre_scores_gemma":[0.8976076,0.0028273189,0.0007236258,0.0031789036,0.00009132935,0.000052162708,0.00007792453,0.000046530506,0.09539448],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99815124,0.0007860408,0.000016574708,0.00011072574,0.00025611167,0.00067936885],"domain_scores_gemma":[0.99749666,0.00069026626,0.000088207584,0.00011418176,0.00023163266,0.0013789567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020906874,0.0002161956,0.00024663509,0.0006560089,0.0149660045,0.009074809,0.0019202651,0.0018048527,0.017692218],"category_scores_gemma":[0.00238896,0.00019970417,0.00020026269,0.0013925385,0.0061719688,0.0028956973,0.006537905,0.0029252865,0.00067007873],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014126493,0.00065571396,0.016274597,0.00022713629,0.00002152459,0.007465336,0.49711588,0.00063784467,0.0003691944,0.22020727,0.10890414,0.14798],"study_design_scores_gemma":[0.000019225356,0.00006322633,0.017331485,0.00033441352,0.0000061279156,0.00036810985,0.37869364,0.000280807,0.00020653424,0.010629227,0.59204334,0.000023879405],"about_ca_topic_score_codex":0.22846052,"about_ca_topic_score_gemma":0.5745796,"teacher_disagreement_score":0.77153945,"about_ca_system_score_codex":0.014098189,"about_ca_system_score_gemma":0.015748192,"threshold_uncertainty_score":0.45426148},"labels":[],"label_agreement":null},{"id":"W2199904865","doi":"10.1142/9789814343176_0003","title":"Setting (and Choosing) the Table: The Influence of the Physical Environment in Negotiation","year":2011,"lang":"en","type":"preprint","venue":"WORLD SCIENTIFIC eBooks","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Negotiation; Commission; Advertising; Table (database); Business; Political science; Law; Computer science","score_opus":0.02172179794544004,"score_gpt":0.20123519040544888,"score_spread":0.17951339246000883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2199904865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.801629,0.00060258206,0.016862502,0.0030053172,0.00017999997,0.00011865239,0.00016477448,0.00009320161,0.17734396],"genre_scores_gemma":[0.99588555,0.00007490265,0.0011286212,0.000108163375,0.000019780542,0.000021635688,0.00002555831,0.00003717028,0.0026985935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.995456,0.003174031,0.00010927856,0.0004221045,0.00046888937,0.00036969202],"domain_scores_gemma":[0.97772706,0.01780922,0.0013804559,0.0010837689,0.0006445242,0.0013548805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004344896,0.00029383303,0.00039282217,0.0005116342,0.0017399846,0.006341977,0.000840044,0.0018470364,0.054506607],"category_scores_gemma":[0.044055305,0.0004156318,0.00031938197,0.0004915009,0.0022280505,0.0044612964,0.002015116,0.0019420942,0.0017125868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007827118,0.003222877,0.07769567,0.0012283209,0.00029895274,0.0028516776,0.04209587,0.044338606,0.049706936,0.5534914,0.015676526,0.20156612],"study_design_scores_gemma":[0.0013866585,0.00145722,0.15351963,0.00041043136,0.00034623613,0.000904861,0.037372958,0.15318216,0.010550104,0.5938227,0.04670337,0.00034374517],"about_ca_topic_score_codex":0.0028869635,"about_ca_topic_score_gemma":0.0020943754,"teacher_disagreement_score":0.054506607,"about_ca_system_score_codex":0.0010817039,"about_ca_system_score_gemma":0.0007722916,"threshold_uncertainty_score":0.18234277},"labels":[],"label_agreement":null},{"id":"W2226699390","doi":"10.1142/9789813220607_0005","title":"Crowdfunding and Entrepreneurial Internationalization","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Internationalization; Business; Business administration; International trade","score_opus":0.022673155888428925,"score_gpt":0.21165559836909878,"score_spread":0.18898244248066987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226699390","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010506252,0.021045696,0.0016837431,0.006563791,0.0004645996,0.000014794036,0.000023359007,0.0000282251,0.9596696],"genre_scores_gemma":[0.5420975,0.03877729,0.0012354044,0.0017064149,0.0017239893,0.00008426065,0.000078615696,0.000054051823,0.41424236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995266,0.000110074965,0.00001195847,0.00006447903,0.00013816345,0.00014870235],"domain_scores_gemma":[0.99958605,0.00015916419,0.00005473148,0.000051052677,0.000059650556,0.000089295034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093121396,0.0005735103,0.0003050719,0.0015365749,0.0022702364,0.006186311,0.00046454745,0.0017827053,0.010747105],"category_scores_gemma":[0.0017191971,0.00014766911,0.00019940452,0.0024632895,0.00546102,0.004891706,0.002391574,0.0018982945,0.0008191695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071068475,0.000017818185,0.00016891741,0.000022030448,0.0000018326579,0.00004512171,0.0010118666,0.00024105902,0.000031444713,0.9376019,0.02302003,0.03783092],"study_design_scores_gemma":[0.000006356949,0.000008430677,0.0006079566,0.00021472931,0.0000029493647,0.0000730772,0.0012317451,0.00028670617,0.00006748933,0.5386876,0.45880607,0.000006905392],"about_ca_topic_score_codex":0.0043010334,"about_ca_topic_score_gemma":0.005832706,"teacher_disagreement_score":0.010747105,"about_ca_system_score_codex":0.0027430374,"about_ca_system_score_gemma":0.0021268274,"threshold_uncertainty_score":0.035952628},"labels":[],"label_agreement":null},{"id":"W2259579273","doi":"10.1142/9789812833679_0019","title":"Neoclassical Growth Accounting and Frontier Analysis: A Synthesis","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; Université du Québec à Montréal","funders":"","keywords":"Frontier; Economics; Accounting; History; Archaeology","score_opus":0.025920009716546566,"score_gpt":0.19052447751385765,"score_spread":0.16460446779731108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259579273","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004027192,0.7433182,0.11492516,0.00942346,0.0016158533,0.00006358779,0.0010318193,0.00016892698,0.12542582],"genre_scores_gemma":[0.09165338,0.8324993,0.046816763,0.0012499075,0.0026488362,0.00014946863,0.0009524051,0.0001387576,0.02389116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993863,0.00014289423,0.000039408056,0.000048863625,0.0003487718,0.00003369898],"domain_scores_gemma":[0.99846554,0.0008091963,0.00008949758,0.00013858856,0.0004634794,0.000033667064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018088802,0.0013332126,0.001086185,0.0063459054,0.0005153656,0.0030880254,0.001144179,0.001023762,0.0070623946],"category_scores_gemma":[0.004011783,0.0006416616,0.0007310755,0.0095369965,0.0016944467,0.0027178223,0.0011651086,0.0017552929,0.0016464862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014622474,0.00006130665,0.00049982016,0.0017557315,0.000037779802,0.00011800116,0.00015618397,0.029993258,0.00015171776,0.7445592,0.02787051,0.19478184],"study_design_scores_gemma":[0.0000057310795,0.00001786078,0.002159591,0.00312973,0.000026197049,0.0001087731,0.00017521111,0.033459615,0.00035469068,0.6770212,0.28348753,0.000053869142],"about_ca_topic_score_codex":0.014486074,"about_ca_topic_score_gemma":0.009837814,"teacher_disagreement_score":0.014486074,"about_ca_system_score_codex":0.0062291273,"about_ca_system_score_gemma":0.0033536814,"threshold_uncertainty_score":0.04519576},"labels":[],"label_agreement":null},{"id":"W2336601621","doi":"10.1142/7108","title":"Safety and Reliability in Cooperating Unmanned Aerial Systems","year":2010,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Reliability (semiconductor); Aeronautics; Computer science; Reliability engineering; Engineering; Physics","score_opus":0.00629087316593539,"score_gpt":0.19746785197431635,"score_spread":0.19117697880838097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336601621","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013405457,0.22332592,0.2187997,0.004044875,0.0037421412,0.00014856328,0.00032074875,0.001009752,0.5352029],"genre_scores_gemma":[0.18202826,0.18315715,0.060200825,0.001532607,0.003984123,0.00034926744,0.00060904643,0.00053051166,0.56760824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997266,0.000030920266,0.000009027568,0.000040485735,0.00017413453,0.000018816647],"domain_scores_gemma":[0.9997247,0.00014998055,0.000020525136,0.000029391089,0.000061824394,0.00001353078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020600525,0.000772338,0.00051120477,0.00070495065,0.00048744178,0.0015757424,0.00060195354,0.0007941967,0.007090719],"category_scores_gemma":[0.0007552912,0.00037704382,0.00033317774,0.0010306303,0.0008475476,0.0014759086,0.00065581227,0.0012260461,0.0021921322],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042669446,0.000051432326,0.00020179016,0.0009861224,0.00003386907,0.0003067229,0.0007408053,0.04597079,0.004499255,0.44881693,0.098729126,0.39962062],"study_design_scores_gemma":[0.000011360394,0.00011927054,0.00074784405,0.000442888,0.000023760407,0.000550566,0.00016719775,0.033914987,0.0013752321,0.22087985,0.74173754,0.000029488803],"about_ca_topic_score_codex":0.0012163572,"about_ca_topic_score_gemma":0.000866914,"teacher_disagreement_score":0.007090719,"about_ca_system_score_codex":0.0007609037,"about_ca_system_score_gemma":0.0005313871,"threshold_uncertainty_score":0.0237208},"labels":[],"label_agreement":null},{"id":"W2338240207","doi":"10.1142/9789813220720_0005","title":"The Impact of BITs and DTTs on FDI Inflow and Outflow: Evidence from China","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Western University","funders":"","keywords":"Outflow; Inflow; China; Foreign direct investment; Environmental science; Materials science; Economics; Geography; Meteorology; Macroeconomics","score_opus":0.04585412613318674,"score_gpt":0.26091351706755966,"score_spread":0.21505939093437293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338240207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868395,0.0016375561,0.00024751286,0.00052368524,0.00001871723,0.000010531747,0.0009743108,0.00001653035,0.009731728],"genre_scores_gemma":[0.995548,0.001232289,0.000073049254,0.00006697178,0.000019785308,0.0000053954113,0.0009757188,0.0000040556547,0.002074706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992593,0.00016410204,0.000062692176,0.00008005921,0.0002485734,0.000185321],"domain_scores_gemma":[0.99577975,0.0009084601,0.002261571,0.00018290298,0.0004684612,0.00039889873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010495371,0.00032251398,0.00032853853,0.0014649999,0.0004393801,0.0009552352,0.00023894849,0.0002200742,0.003378455],"category_scores_gemma":[0.003500304,0.00014084333,0.0006284261,0.0030202772,0.00063076837,0.0007094946,0.0010414822,0.0005335596,0.00022726276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010792875,0.000036022167,0.9753631,0.00008599982,0.00017034869,0.00025480636,0.00025171533,0.0019619553,0.00026331132,0.0021205917,0.0012280303,0.018156175],"study_design_scores_gemma":[0.00001663853,0.00005634371,0.9916604,0.000056075896,0.0001903607,0.00007517444,0.00048439458,0.0018228815,0.00052612886,0.00037493277,0.004719759,0.00001679015],"about_ca_topic_score_codex":0.09263869,"about_ca_topic_score_gemma":0.13124742,"teacher_disagreement_score":0.09263869,"about_ca_system_score_codex":0.0014114388,"about_ca_system_score_gemma":0.0017547521,"threshold_uncertainty_score":0.18419892},"labels":[],"label_agreement":null},{"id":"W2404063956","doi":"10.1142/9789812835390_0018","title":"Teaching Communication Skills","year":2009,"lang":"en","type":"article","venue":"WORLD SCIENTIFIC eBooks","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Restructuring; Communication skills; Process (computing); Medical education; Psychology; Medicine; Computer science; Pedagogy; Political science","score_opus":0.014646008547661174,"score_gpt":0.3287069620648898,"score_spread":0.3140609535172286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404063956","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13519911,0.07085493,0.07523544,0.073453635,0.021187115,0.00294836,0.0015659317,0.0027462915,0.6168091],"genre_scores_gemma":[0.31282762,0.06572998,0.067711934,0.025762465,0.008435695,0.0024172198,0.0018474536,0.0005616724,0.51470596],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980709,0.00038377702,0.00012045807,0.0002462982,0.000866259,0.0003123631],"domain_scores_gemma":[0.9945041,0.0011187235,0.00045528496,0.00044956055,0.0012084566,0.0022640093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025499505,0.00069972215,0.00070498453,0.0018162229,0.001203197,0.0029164194,0.0011126726,0.0012921073,0.03924129],"category_scores_gemma":[0.005500529,0.00024519642,0.00060061336,0.0011049717,0.0013021606,0.001194598,0.0026483687,0.0025727616,0.011612775],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001263775,0.0011023032,0.003934118,0.0020388614,0.000027870294,0.00040948146,0.004391233,0.00061373186,0.0093591055,0.021230323,0.15884258,0.7979239],"study_design_scores_gemma":[0.00005630286,0.0007001624,0.032820787,0.0020650006,0.000029406676,0.00274711,0.0022840106,0.00039881456,0.0030955134,0.022249779,0.93350816,0.000044985965],"about_ca_topic_score_codex":0.0011465116,"about_ca_topic_score_gemma":0.0018796078,"teacher_disagreement_score":0.03924129,"about_ca_system_score_codex":0.0026793352,"about_ca_system_score_gemma":0.011788888,"threshold_uncertainty_score":0.13127518},"labels":[],"label_agreement":null},{"id":"W2468536001","doi":"10.1142/9789812839442_0003","title":"WIMAX/802.16 BROADBAND WIRELESS NETWORKS","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"WiMAX; Wireless broadband; Computer network; Broadband; Computer science; Telecommunications; Broadband networks; Wireless; Wireless network","score_opus":0.008569080550097849,"score_gpt":0.19076372516762757,"score_spread":0.1821946446175297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468536001","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015523188,0.06070216,0.06542926,0.0025788778,0.0036238038,0.00012854437,0.0007615585,0.0013419552,0.8638816],"genre_scores_gemma":[0.008473183,0.057516847,0.028565302,0.0009449612,0.00092523044,0.00011634422,0.0008327527,0.0003924925,0.90223294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997693,0.000015597998,0.0000069890343,0.000032558382,0.00015391441,0.000021674747],"domain_scores_gemma":[0.99989533,0.000028323877,0.0000075201688,0.000009908539,0.00004844773,0.000010467339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022190694,0.00089581026,0.00038389149,0.0007855128,0.00044510892,0.0014719308,0.00067919726,0.00092166284,0.037158154],"category_scores_gemma":[0.00054130534,0.00030042813,0.00019065276,0.0014486278,0.00035694853,0.0018360061,0.00057762855,0.0014641052,0.035459585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004261266,0.000055676217,0.0001149593,0.0004396271,0.000009242513,0.00011428834,0.00017131206,0.0017499445,0.0059623984,0.12454088,0.44935122,0.41744787],"study_design_scores_gemma":[0.0000022192157,0.000009393816,0.00011029186,0.00013869604,0.0000024311194,0.00013688905,0.000014255149,0.0006383623,0.000579083,0.008944186,0.9894169,0.0000072651774],"about_ca_topic_score_codex":0.000686175,"about_ca_topic_score_gemma":0.0013952558,"teacher_disagreement_score":0.037158154,"about_ca_system_score_codex":0.0006149318,"about_ca_system_score_gemma":0.0005678777,"threshold_uncertainty_score":0.12430644},"labels":[],"label_agreement":null},{"id":"W2475547509","doi":"10.1142/9789812819307_0011","title":"Tsunami-Induced Forces on Structures","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geology; Seismology; Geography","score_opus":0.01617946148688286,"score_gpt":0.21255484407841052,"score_spread":0.19637538259152765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2475547509","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011799626,0.017651886,0.015142871,0.00092070975,0.0012665858,0.000024805973,0.00017740924,0.0000959053,0.9529202],"genre_scores_gemma":[0.10349295,0.034321833,0.0034571306,0.000302783,0.0009471644,0.000036159345,0.00021531084,0.00012215004,0.8571044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994254,0.0000058216224,0.0000017858499,0.000005816733,0.000037471884,0.0000066234024],"domain_scores_gemma":[0.9999672,0.000012691603,0.0000020615237,0.0000047099134,0.000011096174,0.0000022451416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053751042,0.00061773293,0.0002658346,0.00047817006,0.0003891892,0.0008470745,0.0005106997,0.00048482965,0.016935963],"category_scores_gemma":[0.00017343348,0.00024990545,0.00023458184,0.00062733813,0.00071726483,0.0005748919,0.00047523875,0.0008332017,0.002245327],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004091071,0.000073906696,0.0003027061,0.00042997568,0.000029770214,0.0004377013,0.0008338549,0.02884676,0.012073288,0.6796889,0.084598236,0.19264399],"study_design_scores_gemma":[0.000017705304,0.000054767956,0.0031312238,0.00022391307,0.00002368301,0.0003672421,0.00031079794,0.010304481,0.004272164,0.34216547,0.63910484,0.000023652177],"about_ca_topic_score_codex":0.0021580318,"about_ca_topic_score_gemma":0.0037936103,"teacher_disagreement_score":0.016935963,"about_ca_system_score_codex":0.0004936309,"about_ca_system_score_gemma":0.00036238134,"threshold_uncertainty_score":0.05665648},"labels":[],"label_agreement":null},{"id":"W2475692339","doi":"10.1142/9789812810793_0018","title":"Advances in Algorithms for Computing Aerodynamic Flows","year":2001,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Aerodynamics; Computer science; Algorithm; Aerospace engineering; Engineering","score_opus":0.013458967189723857,"score_gpt":0.23624422674302487,"score_spread":0.222785259553301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2475692339","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001140768,0.022947114,0.9521578,0.0005237019,0.0016127487,0.000043053613,0.00016400489,0.0015865511,0.019824283],"genre_scores_gemma":[0.021656528,0.03122227,0.9175886,0.00035090093,0.0014963143,0.0002186397,0.0007182856,0.0011745148,0.02557382],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99859434,0.00021737417,0.00009640476,0.00020288223,0.0008244855,0.00006445712],"domain_scores_gemma":[0.9978842,0.0010728167,0.000052717955,0.00044072376,0.000498272,0.00005116875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012346115,0.0018693997,0.001705371,0.0018479633,0.0007585652,0.0028387576,0.0028451397,0.0013330665,0.010770058],"category_scores_gemma":[0.0064963675,0.0009703716,0.0012664523,0.0043125786,0.0015012545,0.005293342,0.002014901,0.0045683878,0.007066164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044918914,0.00005940356,0.0003050716,0.0007364313,0.000061466126,0.000047333284,0.00015199871,0.034799043,0.002116704,0.3248047,0.05411238,0.5827605],"study_design_scores_gemma":[0.00003220302,0.000033262157,0.00042122984,0.00026928313,0.00004909761,0.00022257646,0.000044955224,0.28643748,0.003325637,0.40490147,0.3042184,0.000044310797],"about_ca_topic_score_codex":0.0018966943,"about_ca_topic_score_gemma":0.0018263629,"teacher_disagreement_score":0.010770058,"about_ca_system_score_codex":0.0008919265,"about_ca_system_score_gemma":0.001155115,"threshold_uncertainty_score":0.0360294},"labels":[],"label_agreement":null},{"id":"W2475720804","doi":"10.1142/9789814273671_0006","title":"Deuterium NMR Study of Magnetic Field Distortions in Ferroelectric Mesogens","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced NMR Techniques and Applications","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ferroelectricity; Materials science; Deuterium; Nuclear magnetic resonance; Physics; Nuclear physics; Optoelectronics","score_opus":0.020180710277857575,"score_gpt":0.2675115174536999,"score_spread":0.24733080717584233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2475720804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93775564,0.01258563,0.008189864,0.0006706443,0.00014051088,0.00003073669,0.0003658396,0.00006931173,0.0401918],"genre_scores_gemma":[0.97866756,0.005013018,0.003146421,0.0001266637,0.000045875513,0.000012866076,0.00030019018,0.000024714445,0.012662674],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999635,0.000005760887,0.0000011460229,0.00000887203,0.000010519612,0.0000101570995],"domain_scores_gemma":[0.99994516,0.000030825726,0.0000040627897,0.0000073908827,0.000007044014,0.000005487087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115769006,0.00015183049,0.00017484483,0.00016923364,0.00029662094,0.00015877483,0.00034501433,0.00020430266,0.0021476194],"category_scores_gemma":[0.00012848132,0.00014485727,0.000078384204,0.00021822375,0.00039206046,0.000355432,0.0001862311,0.00047366603,0.00022257397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033005243,0.000041713523,0.00021468484,0.00020376901,0.000010943524,0.0002272581,0.00013724048,0.00048591755,0.98579794,0.0034799385,0.0006921806,0.008378358],"study_design_scores_gemma":[0.000045644414,0.00027713386,0.00280796,0.000020299834,0.000017564626,0.00047793827,0.00018523718,0.0025246008,0.97925603,0.0014888784,0.012883123,0.000015668495],"about_ca_topic_score_codex":0.00066264503,"about_ca_topic_score_gemma":0.0008475702,"teacher_disagreement_score":0.0021476194,"about_ca_system_score_codex":0.00022379415,"about_ca_system_score_gemma":0.00011378445,"threshold_uncertainty_score":0.0071845055},"labels":[],"label_agreement":null},{"id":"W2476465396","doi":"10.1142/9789812792556_0026","title":"COMPARISON OF FOCUSSED ION-BEAM HOLE DRILLING AND SLICING FOR NSOM APERTURE FORMATION","year":2000,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fibics (Canada); Institute for Microstructural Sciences","funders":"","keywords":"Slicing; Materials science; Ion beam; Aperture (computer memory); Drilling; Beam (structure); Optics; Physics; Computer science; Metallurgy; Computer graphics (images); Acoustics","score_opus":0.030846553167481153,"score_gpt":0.23777932964372905,"score_spread":0.20693277647624791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476465396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8426452,0.010054583,0.108468145,0.00018456313,0.00021499871,0.00033300475,0.00070791994,0.0016227708,0.03576884],"genre_scores_gemma":[0.8789587,0.0023369335,0.10800349,0.00007194556,0.000022343535,0.000062708954,0.0005706071,0.00016181359,0.00981137],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948055,0.00004881513,0.000027351856,0.000043307078,0.00035732193,0.000042634972],"domain_scores_gemma":[0.99901366,0.00038873902,0.00009067297,0.00015517088,0.0003191865,0.000032590633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006461623,0.00025917627,0.0005165856,0.0004938603,0.0003147739,0.0006182984,0.0007129935,0.00047397314,0.0045539816],"category_scores_gemma":[0.0012496314,0.00028914158,0.00027401568,0.00040878286,0.00035626773,0.0010290708,0.00054289366,0.00025175838,0.0004508035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035119206,0.0002485092,0.004466987,0.0014780627,0.00012379196,0.00019317202,0.0008288777,0.020657146,0.66635466,0.005466247,0.0017426735,0.294928],"study_design_scores_gemma":[0.00025001552,0.0032951212,0.047831617,0.00011351815,0.00019074201,0.0012644647,0.0010251169,0.08068716,0.8398659,0.0012772072,0.02409141,0.00010771036],"about_ca_topic_score_codex":0.0027856273,"about_ca_topic_score_gemma":0.008990318,"teacher_disagreement_score":0.0045539816,"about_ca_system_score_codex":0.0005947401,"about_ca_system_score_gemma":0.0006116705,"threshold_uncertainty_score":0.01523453},"labels":[],"label_agreement":null},{"id":"W2476608074","doi":"10.1142/9789814719261_0020","title":"On the existence of aperiodic complementary hexagonal lattice arrays","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Aperiodic graph; Hexagonal crystal system; Hexagonal lattice; Lattice (music); Condensed matter physics; Materials science; Crystallography; Mathematics; Combinatorics; Physics; Chemistry","score_opus":0.0285980824925664,"score_gpt":0.20687555701666208,"score_spread":0.17827747452409567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476608074","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.086229116,0.011872121,0.23231754,0.0022901043,0.0016992395,0.00007613585,0.00038588903,0.0002226424,0.6649072],"genre_scores_gemma":[0.7990104,0.010734482,0.09117091,0.001162077,0.0008051621,0.00015154367,0.00042233587,0.00012572233,0.09641742],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996822,0.00006286986,0.000012130758,0.000049139737,0.00014997562,0.00004372872],"domain_scores_gemma":[0.9993463,0.00039594548,0.000036948808,0.000066413406,0.00011461844,0.00003977301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028403278,0.00027725854,0.0003423207,0.00065807375,0.0006224764,0.0016731556,0.00048307463,0.0007999456,0.004931511],"category_scores_gemma":[0.0017721715,0.0003661533,0.00021068672,0.00063936325,0.0013830957,0.0015408238,0.0011258379,0.0014393897,0.00076596026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026065982,0.0000075600597,0.00005030376,0.000055950368,0.0000035271523,0.000048623275,0.000071865616,0.0024094544,0.002199563,0.97847205,0.0023170626,0.014337973],"study_design_scores_gemma":[0.000019476323,0.000025473093,0.00012183248,0.000063443375,0.0000051905195,0.0002484733,0.00012020278,0.01570733,0.0032442748,0.9482292,0.032199983,0.000015176655],"about_ca_topic_score_codex":0.0004060918,"about_ca_topic_score_gemma":0.0004949541,"teacher_disagreement_score":0.004931511,"about_ca_system_score_codex":0.00048751498,"about_ca_system_score_gemma":0.0003914456,"threshold_uncertainty_score":0.016497552},"labels":[],"label_agreement":null},{"id":"W2476640782","doi":"10.1142/9789812702838_0100","title":"TRANSIENT STATE CONTROL IN PIPELINES USING GAS AND PARTICLE SWARM OPTIMIZATION","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Transient (computer programming); Particle swarm optimization; Pipeline transport; Transient state; Particle (ecology); State (computer science); Control (management); Computer science; Control theory (sociology); Environmental science; Petroleum engineering; Engineering; Geology; Environmental engineering; Electrical engineering; Algorithm; Artificial intelligence; Oceanography","score_opus":0.01423075747312545,"score_gpt":0.20864848460400195,"score_spread":0.19441772713087652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476640782","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011535739,0.00073551445,0.9788659,0.00014112587,0.000085010135,0.000018200024,0.00002349367,0.00032031402,0.008274645],"genre_scores_gemma":[0.8851618,0.001275852,0.09413049,0.000059082115,0.00009096506,0.00012800194,0.000087160966,0.00013457438,0.018932102],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999018,0.000027025872,0.0000058022247,0.000021770973,0.000033113487,0.000010443686],"domain_scores_gemma":[0.99986374,0.00008812823,0.00001359553,0.000008821303,0.000021193035,0.000004485691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028265023,0.00058295135,0.0006633454,0.00022261622,0.00033230794,0.00076916505,0.0005309221,0.0007142686,0.0017531553],"category_scores_gemma":[0.00076315703,0.00033796218,0.0004633459,0.00048702545,0.000682155,0.0007385513,0.00045719388,0.00069513376,0.00019032383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040242736,0.000014828297,0.000085080195,0.00004639501,0.000010927906,0.0000196355,0.0000447024,0.95696217,0.0019158925,0.009494882,0.00089285517,0.03047241],"study_design_scores_gemma":[0.0000036001843,0.000017778179,0.000052702486,0.0000030126193,0.000002605798,0.000003956005,0.0000048859274,0.99545693,0.0003123417,0.0035006725,0.00063849095,0.0000029832372],"about_ca_topic_score_codex":0.005752436,"about_ca_topic_score_gemma":0.0040854206,"teacher_disagreement_score":0.005752436,"about_ca_system_score_codex":0.00052105536,"about_ca_system_score_gemma":0.0004268987,"threshold_uncertainty_score":0.011437893},"labels":[],"label_agreement":null},{"id":"W2476721919","doi":"10.1142/9789812810687_0024","title":"PSYCHOPHYSIOLOGICAL ANALYSIS OF THE NONLINEAR DYNAMICS AND COMPLEXITY RELATED TO ATTENTIONAL CONFLICTS AND AFFECTIVE STATES","year":2001,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec en Outaouais","funders":"","keywords":"Psychology; Cognitive psychology; Dynamics (music); Nonlinear system; Physics","score_opus":0.04759837783905583,"score_gpt":0.32702862907131747,"score_spread":0.2794302512322616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476721919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44857627,0.017452123,0.39236018,0.0017545734,0.00030429816,0.00012497963,0.00065129105,0.0004207562,0.13835545],"genre_scores_gemma":[0.93984216,0.0040167286,0.03255804,0.00017877707,0.00013585345,0.00009049084,0.00019413342,0.0000743423,0.022909509],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99997497,0.0000047023073,0.0000010639671,0.000006428689,0.000009985333,0.0000028095499],"domain_scores_gemma":[0.99976724,0.00019685483,0.000011196683,0.000007560335,0.000011683595,0.0000055176347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009643482,0.00022492962,0.00015688315,0.0003079729,0.00014027972,0.00047425466,0.00021032823,0.00022905265,0.0037945998],"category_scores_gemma":[0.00066202955,0.00012918499,0.00019359488,0.0002893713,0.00035633077,0.00037628747,0.00017624415,0.00050502096,0.00021224082],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041695187,0.0002633502,0.0064544166,0.0006304007,0.00019159282,0.00052676117,0.0013099294,0.07010412,0.3276638,0.1625215,0.005890802,0.42402637],"study_design_scores_gemma":[0.000038910202,0.00025018494,0.18175688,0.00009769811,0.00008184895,0.0009695455,0.0005743439,0.38064522,0.028701724,0.39081544,0.01596542,0.000102859245],"about_ca_topic_score_codex":0.00082723645,"about_ca_topic_score_gemma":0.0010017677,"teacher_disagreement_score":0.0037945998,"about_ca_system_score_codex":0.00025216726,"about_ca_system_score_gemma":0.000128176,"threshold_uncertainty_score":0.01269424},"labels":[],"label_agreement":null},{"id":"W2477061147","doi":"10.1142/9789812775702_0005","title":"ELECTRON MOMENTUM DISTRIBUTIONS AT THE ZERO MOMENTUM CRITICAL POINT","year":2002,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Momentum (technical analysis); Physics; Zero (linguistics); Electron; Quantum electrodynamics; Quantum mechanics; Economics; Philosophy","score_opus":0.012753652967195259,"score_gpt":0.23373671373691216,"score_spread":0.2209830607697169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477061147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6367914,0.0021938293,0.03213115,0.001449521,0.00017383763,0.00002561832,0.00028653766,0.0002725162,0.3266756],"genre_scores_gemma":[0.97275656,0.0005718259,0.0018233522,0.00008845027,0.0000966297,0.000019928424,0.00012492345,0.000078841746,0.02443952],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9999291,0.000010847042,0.000002381511,0.000017366185,0.000020536028,0.000019766227],"domain_scores_gemma":[0.9995809,0.0001941613,0.000031572876,0.000033670683,0.00008759301,0.000072110066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033074216,0.00024309027,0.0003248342,0.0012571173,0.00062695617,0.0012657155,0.00060705066,0.0004029991,0.0065796594],"category_scores_gemma":[0.0017355921,0.00018908444,0.000120309116,0.00046403517,0.0011667106,0.0019272519,0.00063163013,0.0006892952,0.0004381483],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097294265,0.000027777724,0.0007462248,0.000029778304,0.0000042323727,0.00016716267,0.00020239459,0.004299895,0.0036285897,0.98137647,0.0021429202,0.00727724],"study_design_scores_gemma":[0.000030593037,0.000028485325,0.0032141593,0.000028688648,0.0000065672066,0.0002720735,0.0002024756,0.025637362,0.0022169508,0.9638338,0.004507607,0.000021192533],"about_ca_topic_score_codex":0.00070899987,"about_ca_topic_score_gemma":0.00051276275,"teacher_disagreement_score":0.0065796594,"about_ca_system_score_codex":0.00059626566,"about_ca_system_score_gemma":0.0002500413,"threshold_uncertainty_score":0.02201116},"labels":[],"label_agreement":null},{"id":"W2477079809","doi":"10.1142/9789812701015_0017","title":"THE IMPACT OF THE PERSIAN GULF CRISIS ON NATIONAL EQUITY MARKETS","year":2005,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of British Columbia; Loyola University Chicago; University of Chicago","keywords":"Persian; Equity (law); Economics; Business; Political science; Philosophy; Linguistics; Law","score_opus":0.04647804833108768,"score_gpt":0.2706571938349712,"score_spread":0.22417914550388354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477079809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9609484,0.0072570364,0.0010454742,0.0011799114,0.00008345798,0.000010697188,0.0005302259,0.000045506145,0.028899165],"genre_scores_gemma":[0.9967656,0.0013221158,0.00013804472,0.00006166398,0.000054655025,0.0000023184948,0.00015627217,0.0000032548462,0.0014960346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99987876,0.00003119529,0.000007221824,0.000014233511,0.000047517944,0.000020961192],"domain_scores_gemma":[0.99910444,0.00043378482,0.00021398746,0.00003001091,0.00017302729,0.000044668817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003840956,0.00015718816,0.0001315925,0.00074895663,0.00011995367,0.0009913075,0.0001902674,0.00020786269,0.0023873353],"category_scores_gemma":[0.0017029162,0.000049768278,0.00011752821,0.0007237538,0.00028527033,0.00057238666,0.00025331933,0.00029161046,0.00017118442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042828653,0.00019782898,0.6137143,0.0003107146,0.00024234343,0.002069471,0.0009434226,0.047213968,0.005658968,0.044565428,0.01626304,0.2683922],"study_design_scores_gemma":[0.000019933017,0.00017492553,0.9108366,0.00012488208,0.00006651415,0.0005382647,0.0010747927,0.038424768,0.0028957184,0.02710805,0.018706126,0.000029425399],"about_ca_topic_score_codex":0.003307496,"about_ca_topic_score_gemma":0.0030159298,"teacher_disagreement_score":0.003307496,"about_ca_system_score_codex":0.00066348107,"about_ca_system_score_gemma":0.0003151949,"threshold_uncertainty_score":0.007986486},"labels":[],"label_agreement":null},{"id":"W2477195646","doi":"10.1142/9789814340823_0006","title":"The Major Powers and Conflicts in South Asia","year":2011,"lang":"en","type":"preprint","venue":"WORLD SCIENTIFIC eBooks","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for International Peace and Security","funders":"","keywords":"South asia; Geography; Development economics; Intervention (counseling); Political science; Asian studies; China; Economics; History; Ancient history; Psychology","score_opus":0.04549751017967293,"score_gpt":0.29392780899796606,"score_spread":0.24843029881829312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477195646","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7098306,0.008165919,0.0007291964,0.022724893,0.0000912129,0.000021371226,0.00029209387,0.000011352024,0.2581334],"genre_scores_gemma":[0.9926605,0.002208025,0.0000982707,0.00041575747,0.00002725464,0.0000066876028,0.0000368467,0.0000046521213,0.0045420527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994253,0.00019609414,0.000023802648,0.000043554766,0.00009314076,0.00021807103],"domain_scores_gemma":[0.9989316,0.00041318053,0.00029281148,0.00004996789,0.000095636206,0.00021681766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008806541,0.00018111183,0.00013553086,0.0009834976,0.0035516517,0.003219242,0.00025372108,0.00030370188,0.021657849],"category_scores_gemma":[0.0017658653,0.0001344504,0.00010661425,0.003959706,0.0042644786,0.0017979882,0.00335371,0.0011998826,0.00026223582],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001399264,0.00005664115,0.09721524,0.00041404608,0.000060040227,0.00074769993,0.21320425,0.000769082,0.0022474993,0.5879092,0.012728482,0.08450788],"study_design_scores_gemma":[0.000028795026,0.000044709835,0.3547603,0.0006166326,0.00003140904,0.00030620606,0.23674999,0.000319024,0.0008510268,0.13404526,0.27221388,0.00003278459],"about_ca_topic_score_codex":0.02119216,"about_ca_topic_score_gemma":0.036515895,"teacher_disagreement_score":0.021657849,"about_ca_system_score_codex":0.0028754456,"about_ca_system_score_gemma":0.0029708673,"threshold_uncertainty_score":0.072452724},"labels":[],"label_agreement":null},{"id":"W2477211892","doi":"10.1142/9789814656535_0013","title":"TRACKING WITHOUT APPEARANCE DESCRIPTORS","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Artificial intelligence; Tracking (education); Computer vision; Computer science; Pattern recognition (psychology); Psychology","score_opus":0.14843742844483304,"score_gpt":0.33750491019213213,"score_spread":0.1890674817472991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477211892","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016784879,0.0014455263,0.9324182,0.00023901266,0.0007428453,0.00008856138,0.0013978423,0.01162879,0.050360616],"genre_scores_gemma":[0.05127218,0.004320753,0.6639972,0.0010018472,0.00036588777,0.00020533596,0.012357375,0.004563737,0.26191577],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992976,0.00004248833,0.000023594926,0.00035952858,0.0002182533,0.000058537287],"domain_scores_gemma":[0.99942076,0.00009504487,0.000025832289,0.00029810905,0.0001298287,0.00003038054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007197175,0.0015218426,0.0012115309,0.0017799804,0.0007251823,0.0031076667,0.0023463638,0.0020068649,0.03196087],"category_scores_gemma":[0.0016320492,0.0011839895,0.0011112617,0.0019150149,0.0006431843,0.00401822,0.0023695086,0.0013811522,0.0425031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008953002,0.000032532265,0.0002720646,0.00021085967,0.000043996013,0.00008220666,0.00009423602,0.005856197,0.016842186,0.019550018,0.067761704,0.88916457],"study_design_scores_gemma":[0.000029425155,0.00012232756,0.0020391506,0.00039753164,0.000143239,0.0012846702,0.0001763285,0.18803209,0.06386909,0.087509535,0.656259,0.00013775211],"about_ca_topic_score_codex":0.0061988914,"about_ca_topic_score_gemma":0.0054477425,"teacher_disagreement_score":0.03196087,"about_ca_system_score_codex":0.00070929853,"about_ca_system_score_gemma":0.0006220912,"threshold_uncertainty_score":0.106919765},"labels":[],"label_agreement":null},{"id":"W2477521235","doi":"10.1142/9789812702838_0179","title":"DOWNSCALING GLOBAL CLIMATE MODEL OUTPUTS TO STUDY THE HYDROLOGIC IMPACT OF CLIMATE CHANGE PART II: SCENARIO SIMULATION AND HYDROLOGIC MODELING","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Downscaling; Climate change; Environmental science; Hydrological modelling; Climate model; Climatology; Transient climate simulation; Hydrology (agriculture); Geology; Oceanography","score_opus":0.0656343077124539,"score_gpt":0.29215398240741525,"score_spread":0.22651967469496134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477521235","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31039706,0.0022266093,0.6272058,0.0014829725,0.0007449885,0.00022776048,0.0036085811,0.0027349733,0.05137134],"genre_scores_gemma":[0.63610977,0.0032208166,0.3337183,0.00034021866,0.00017314336,0.0002667617,0.0055856598,0.0016678205,0.018917518],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999106,0.000032320364,0.0000063575235,0.000015986836,0.000027563989,0.000007243161],"domain_scores_gemma":[0.9998016,0.00009152042,0.000017540475,0.00004285444,0.00004050777,0.000006042105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045357164,0.0005351058,0.0002992281,0.00024020803,0.00017919636,0.0005517803,0.0005162814,0.00041627997,0.002728873],"category_scores_gemma":[0.0011702881,0.00034055513,0.00042210994,0.0007954979,0.00019065276,0.0010265436,0.0003151165,0.00068553904,0.00040256695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041569157,0.00005743665,0.0026161305,0.00007607756,0.00007428886,0.000047150766,0.000081266066,0.88209796,0.0053419676,0.012040737,0.0080518,0.08947364],"study_design_scores_gemma":[0.000016291118,0.000024985324,0.0022322251,0.000016486281,0.000027806025,0.000018026623,0.000029048264,0.96710914,0.0062720026,0.013016257,0.0112268375,0.000010865988],"about_ca_topic_score_codex":0.00947925,"about_ca_topic_score_gemma":0.012508356,"teacher_disagreement_score":0.00947925,"about_ca_system_score_codex":0.0005084247,"about_ca_system_score_gemma":0.0006432674,"threshold_uncertainty_score":0.01884818},"labels":[],"label_agreement":null},{"id":"W2477768964","doi":"10.1142/9789812770103_0014","title":"Hash-Binary-Tree Based Group Key Distribution with Time-Limited Node Revocation","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Revocation; Computer science; Hash function; Key (lock); Node (physics); Binary tree; Tree (set theory); Computer network; Computer security; Mathematics; Algorithm; Operating system; Combinatorics; Engineering","score_opus":0.02216156873861589,"score_gpt":0.2230902329969173,"score_spread":0.20092866425830141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477768964","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035038326,0.001044063,0.95377785,0.00031190243,0.0002514972,0.0002995323,0.00027831088,0.0027667356,0.0062317345],"genre_scores_gemma":[0.7649904,0.00059468194,0.21283904,0.000269102,0.00017173307,0.00027948682,0.00076361815,0.00021008172,0.019881861],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99868053,0.00024209876,0.00007286531,0.00018817595,0.0005995083,0.00021683057],"domain_scores_gemma":[0.99782926,0.0007257184,0.00015388247,0.0007182766,0.0004443023,0.00012851134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010633675,0.0005188084,0.0015285442,0.00087729143,0.0011436009,0.0011555876,0.002730437,0.0010246593,0.0068686195],"category_scores_gemma":[0.0028514916,0.00039966297,0.00040539267,0.001830467,0.00084504974,0.0030855369,0.0032537624,0.001016951,0.0027063037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039907605,0.0004202602,0.0011810241,0.00068767293,0.00021610191,0.0004241004,0.0006850161,0.09104339,0.08354551,0.07471857,0.023766764,0.7193208],"study_design_scores_gemma":[0.0005277323,0.00085396855,0.0009724532,0.000053970412,0.00014915898,0.0013193547,0.00029808376,0.8808686,0.043577176,0.05360023,0.017659217,0.00011997772],"about_ca_topic_score_codex":0.0010217928,"about_ca_topic_score_gemma":0.0015407453,"teacher_disagreement_score":0.0068686195,"about_ca_system_score_codex":0.0011598837,"about_ca_system_score_gemma":0.0014889522,"threshold_uncertainty_score":0.022977829},"labels":[],"label_agreement":null},{"id":"W2477789902","doi":"10.1142/9789814632393_0009","title":"Research Conflict of Interest: Flaws in Professional Codes of Ethics","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Professional ethics; Ethical code; Conflict of interest; Engineering ethics; Professional conduct; Psychology; Sociology; Political science; Law; Engineering","score_opus":0.9091487319810905,"score_gpt":0.6553660581409599,"score_spread":0.25378267384013053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477789902","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036006256,0.03123016,0.11279943,0.34639248,0.00720993,0.00019131633,0.000089148714,0.00015687877,0.49833],"genre_scores_gemma":[0.42112806,0.027671622,0.14466536,0.20081346,0.012804598,0.0019652382,0.00014722715,0.00083536806,0.18996908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8772397,0.09242802,0.0045698932,0.0035624525,0.020037908,0.002161933],"domain_scores_gemma":[0.67612624,0.29452446,0.0048527536,0.011316619,0.01160268,0.0015772416],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.102310136,0.00087161234,0.0013839838,0.002187626,0.0058261706,0.017148599,0.0031825032,0.01600006,0.004341881],"category_scores_gemma":[0.17029542,0.0011144918,0.0007617834,0.0021290185,0.07894836,0.017700505,0.0055691297,0.023438191,0.0019857027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028426998,0.0000027728954,0.000025523133,0.00003737644,0.0000033262877,0.00002446886,0.0027403135,0.000044773267,0.00001316255,0.9816497,0.010135767,0.0053198733],"study_design_scores_gemma":[0.0000064724195,0.0000038636417,0.000042466985,0.0003509472,0.000005011401,0.000136584,0.00065259467,0.00018635698,0.00007174103,0.9224664,0.0760657,0.000011913745],"about_ca_topic_score_codex":0.0022314792,"about_ca_topic_score_gemma":0.0029541687,"teacher_disagreement_score":0.98399997,"about_ca_system_score_codex":0.0062268307,"about_ca_system_score_gemma":0.013029085,"threshold_uncertainty_score":0.54107416},"labels":[{"model":"gemma","categories":["research_integrity"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2478294536","doi":"10.1142/9789812837318_0014","title":"Performance of Bridging Algorithms in IEEE 802.15.3 Multi-Piconet Networks","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Bridging (networking); Piconet; Computer science; Algorithm; Computer network; Bluetooth; Wireless; Telecommunications","score_opus":0.014274331981112488,"score_gpt":0.20773246559261355,"score_spread":0.19345813361150105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2478294536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6660808,0.009033368,0.28213552,0.0011052719,0.00088930083,0.00014775715,0.00034607187,0.0029383462,0.03732356],"genre_scores_gemma":[0.9660068,0.0008052951,0.029364541,0.00009886272,0.00008225818,0.000054110496,0.00016292605,0.00011349193,0.0033116997],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982249,0.0006283425,0.0000894965,0.00014008416,0.0006179872,0.00029925373],"domain_scores_gemma":[0.9947259,0.0037210246,0.00018729303,0.0004909907,0.00072779367,0.00014697896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033713595,0.0010750372,0.0010272885,0.0009161265,0.0007629105,0.0016263415,0.0013144854,0.0009947725,0.0035748803],"category_scores_gemma":[0.008369824,0.00031727794,0.00023696512,0.0010173246,0.00085939385,0.0017503684,0.0014312582,0.0009320275,0.0004750098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024635498,0.00040622297,0.0028340537,0.0002359034,0.00011387857,0.000121490346,0.0003511938,0.68360955,0.010405162,0.02278756,0.011815689,0.26485577],"study_design_scores_gemma":[0.000036327485,0.00025768534,0.00059841655,0.000021788665,0.000019302748,0.00007828865,0.000069991605,0.98827493,0.004561905,0.0052321106,0.00082884065,0.000020373283],"about_ca_topic_score_codex":0.0022732185,"about_ca_topic_score_gemma":0.0026248654,"teacher_disagreement_score":0.0035748803,"about_ca_system_score_codex":0.0013858164,"about_ca_system_score_gemma":0.00079572276,"threshold_uncertainty_score":0.017829657},"labels":[],"label_agreement":null},{"id":"W2478993514","doi":"10.1142/9789812794826_0010","title":"Enhancing the Western China Development Strategy (WCDS): Innovative Approaches","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global Political and Economic Relations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"China; Development (topology); Systems engineering; Political science; Engineering; Mathematics","score_opus":0.0864000608219343,"score_gpt":0.27357783105096123,"score_spread":0.18717777022902693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2478993514","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028877936,0.008189258,0.022354323,0.014373136,0.0004686235,0.00025268292,0.00004721533,0.00015331214,0.9252835],"genre_scores_gemma":[0.6853444,0.017735088,0.050523233,0.004680002,0.00023671282,0.00062010094,0.00010567629,0.0000972962,0.24065755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949646,0.00021888188,0.000014453398,0.000045023335,0.00012301003,0.00010218607],"domain_scores_gemma":[0.99970347,0.00009472441,0.000023654131,0.000038890914,0.00006290227,0.00007632116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014085358,0.0007548813,0.00022260156,0.0013561964,0.0017082081,0.005183284,0.0007813735,0.0011448823,0.0059293997],"category_scores_gemma":[0.0009954595,0.00015175235,0.00024241606,0.0022027998,0.003011961,0.0036929513,0.003111461,0.001013984,0.00046445229],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012030155,0.00007877047,0.0009711324,0.00023187725,0.000011475215,0.000098866854,0.003472298,0.00082178146,0.00051744684,0.80407023,0.016880566,0.17283353],"study_design_scores_gemma":[0.000025078336,0.000096032636,0.0032901252,0.00059504266,0.000035351924,0.00013656152,0.0102136815,0.0030987111,0.0019749103,0.286832,0.6936791,0.000023449351],"about_ca_topic_score_codex":0.012100192,"about_ca_topic_score_gemma":0.038179297,"teacher_disagreement_score":0.012100192,"about_ca_system_score_codex":0.0053916206,"about_ca_system_score_gemma":0.013083408,"threshold_uncertainty_score":0.039119184},"labels":[],"label_agreement":null},{"id":"W2479921134","doi":"10.1142/9789812795427_0010","title":"CONTINUOUS GROUPS AND MOLECULAR ELECTRONIC STRUCTURE","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Graph theory and applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science","score_opus":0.013284425152833915,"score_gpt":0.23958675099672005,"score_spread":0.22630232584388615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479921134","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009198876,0.03654261,0.04298691,0.0048511364,0.003142092,0.00005183122,0.00020707175,0.0004079682,0.90261143],"genre_scores_gemma":[0.14410141,0.040140197,0.031521708,0.0018726907,0.0030277139,0.0001973651,0.000481315,0.00043636706,0.77822125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99990976,0.00001890291,0.0000022683157,0.000014503941,0.000045737954,0.000008798705],"domain_scores_gemma":[0.99991167,0.00003340123,0.000005782881,0.000019338635,0.00001604078,0.000013632198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014131915,0.0007602481,0.0006101182,0.001202988,0.0007467328,0.0015858692,0.0007991011,0.0008384674,0.022604493],"category_scores_gemma":[0.00031959426,0.00026210785,0.00023427918,0.0017376645,0.0019587183,0.0021870534,0.00075488526,0.0017689992,0.0045337076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041347585,0.000019704208,0.000017396498,0.00011257573,0.0000034298755,0.000016483433,0.00011271722,0.00080930634,0.0004694169,0.9217655,0.035671037,0.040998355],"study_design_scores_gemma":[0.0000063304283,0.0000115557605,0.0000707045,0.000053976808,0.0000030349258,0.00005157492,0.000066108034,0.0011685189,0.00030599168,0.799113,0.19914308,0.0000062013237],"about_ca_topic_score_codex":0.00051914155,"about_ca_topic_score_gemma":0.0009577186,"teacher_disagreement_score":0.022604493,"about_ca_system_score_codex":0.0008730432,"about_ca_system_score_gemma":0.00048773343,"threshold_uncertainty_score":0.07561958},"labels":[],"label_agreement":null},{"id":"W2479946881","doi":"10.1142/9789812839442_0019","title":"GRID-BASED COMPUTING PLATFORM FOR LARGE-SCALE ONLINE APPLICATIONS","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Grid computing; Scale (ratio); Grid; Distributed computing; Geology; Geography; Cartography","score_opus":0.03113846862222027,"score_gpt":0.2956585364918032,"score_spread":0.26452006786958293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479946881","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011200227,0.004220581,0.66931593,0.002103073,0.0022522188,0.00042939303,0.0025346065,0.032695524,0.27524847],"genre_scores_gemma":[0.108098,0.007483166,0.5532079,0.0010877694,0.00070000946,0.0006773258,0.00939606,0.007921778,0.31142807],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998235,0.000018809787,0.00001072772,0.00002601676,0.00009811931,0.00002283045],"domain_scores_gemma":[0.9997563,0.00003651239,0.000005513997,0.00008910639,0.00006134902,0.0000512579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003046673,0.0005041651,0.0005446258,0.000625654,0.0006908436,0.0014333875,0.0019313158,0.00065757846,0.032476805],"category_scores_gemma":[0.0005085221,0.00036294022,0.00048525108,0.0018421534,0.0003314208,0.002189221,0.001511494,0.0016724659,0.018223172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020237209,0.00014515486,0.000475957,0.0004853411,0.000053152868,0.00040177393,0.00024211114,0.008804462,0.026463833,0.15086766,0.48189044,0.32996762],"study_design_scores_gemma":[0.000060729566,0.00006570134,0.00070092594,0.00008714611,0.000033820023,0.00044160956,0.00006466596,0.04768407,0.00959274,0.06324123,0.8779881,0.000039278933],"about_ca_topic_score_codex":0.0013740734,"about_ca_topic_score_gemma":0.0014870507,"teacher_disagreement_score":0.032476805,"about_ca_system_score_codex":0.0004393493,"about_ca_system_score_gemma":0.0007815872,"threshold_uncertainty_score":0.10864574},"labels":[],"label_agreement":null},{"id":"W2480063224","doi":"10.1142/9789814338950_0002","title":"Capital Inflows and Growth: Evidence from Pre-Crises ASEAN Economies","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Economics; Capital (architecture); International economics; Monetary economics; Economy; History; Ancient history","score_opus":0.06185346050026362,"score_gpt":0.22384592424914135,"score_spread":0.1619924637488777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480063224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888995,0.0013632072,0.00011105967,0.0005399789,0.000009288242,0.0000041516573,0.00090863195,0.000010455308,0.008153757],"genre_scores_gemma":[0.99610656,0.0019893174,0.00006603442,0.000045170193,0.000022498405,0.000004059626,0.0010974274,0.0000032598177,0.0006656516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99979144,0.000059293092,0.000024011058,0.00002674372,0.000051469604,0.000047119003],"domain_scores_gemma":[0.99747723,0.00067740737,0.00091854087,0.00015070807,0.0005840129,0.00019214445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078976055,0.00027404417,0.0002240136,0.0014261262,0.00060576154,0.0015552391,0.00020643546,0.00027587713,0.0026084722],"category_scores_gemma":[0.0021505062,0.00013543591,0.00024692027,0.0030753564,0.0006828601,0.0010306363,0.0011598582,0.00076135626,0.00038211554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040848152,0.00029110454,0.9393885,0.0002469013,0.0001928419,0.0025782848,0.004328644,0.004486448,0.0011062652,0.0074773245,0.007443529,0.032051545],"study_design_scores_gemma":[0.000007622547,0.000041973737,0.98971736,0.00007052343,0.000031820917,0.00021532906,0.0024288911,0.0010176571,0.0005123164,0.0008833039,0.0050569675,0.000016136271],"about_ca_topic_score_codex":0.022965439,"about_ca_topic_score_gemma":0.030806193,"teacher_disagreement_score":0.022965439,"about_ca_system_score_codex":0.00082178676,"about_ca_system_score_gemma":0.0006226437,"threshold_uncertainty_score":0.045663536},"labels":[],"label_agreement":null},{"id":"W2480331155","doi":"10.1142/9789812770943_0015","title":"QUANTITATIVE EVALUATION OF EMERGING INFRARED THERMOGRAPHY TECHNOLOGIES FOR AEROSPACE APPLICATIONS","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Federal Aviation Administration; Indigenous and Northern Affairs Canada","keywords":"Airworthiness; Thermography; Aerospace; Nondestructive testing; Infrared; Materials science; Computer science; Reliability engineering; Remote sensing; Systems engineering; Engineering; Aerospace engineering; Optics; Medicine; Physics","score_opus":0.05592064821958707,"score_gpt":0.3012842123851269,"score_spread":0.24536356416553987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480331155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46514067,0.03502363,0.4581214,0.00034252304,0.00046136614,0.0003291172,0.0017149223,0.0019035632,0.036962878],"genre_scores_gemma":[0.80174214,0.007972648,0.16297366,0.00014649308,0.00013359582,0.00022295472,0.0012347118,0.0004110946,0.025162684],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984921,0.00021334949,0.000035197914,0.00013302178,0.0010719285,0.000054281576],"domain_scores_gemma":[0.99813604,0.00077329925,0.00018018574,0.00012110107,0.0007554445,0.000033987788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019368763,0.00062396907,0.0003714451,0.0013768617,0.0002750829,0.001213073,0.0008747394,0.0006990836,0.00347678],"category_scores_gemma":[0.0023755885,0.0002604612,0.0002959303,0.0011370097,0.0004924674,0.0016138954,0.0005945868,0.00047246425,0.0007827701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054944056,0.000101876365,0.001658621,0.0005411798,0.000027975764,0.00004506192,0.000088801135,0.007001403,0.87758803,0.00133004,0.0009013644,0.11016621],"study_design_scores_gemma":[0.00001694195,0.0009521079,0.008586276,0.000057094254,0.00007814627,0.00019650132,0.00013226007,0.033602994,0.9473972,0.00069564657,0.008240199,0.000044587086],"about_ca_topic_score_codex":0.000368266,"about_ca_topic_score_gemma":0.00095522887,"teacher_disagreement_score":0.00347678,"about_ca_system_score_codex":0.0006536489,"about_ca_system_score_gemma":0.00026567446,"threshold_uncertainty_score":0.011630952},"labels":[],"label_agreement":null},{"id":"W2480454655","doi":"10.1142/7149","title":"Stem Cell Bioengineering and Tissue Engineering Microenvironment","year":2011,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Tissue engineering; Stem cell; Cell biology; Biology; Engineering; Biomedical engineering","score_opus":0.01618852981986564,"score_gpt":0.2017070176006202,"score_spread":0.18551848778075458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480454655","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052337525,0.28318393,0.15182033,0.0024790796,0.01077819,0.00018459263,0.0011457253,0.0018810286,0.54329336],"genre_scores_gemma":[0.009643952,0.10228069,0.032542184,0.0014905782,0.0011039351,0.00017603984,0.0008674502,0.00053101365,0.8513642],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99985635,0.000006616058,0.0000061443607,0.000014502696,0.000108580156,0.000007708313],"domain_scores_gemma":[0.9999243,0.000031248674,0.000004719599,0.000007775228,0.000021717236,0.000010257146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002024365,0.0010331947,0.00087607105,0.0013288163,0.0003229198,0.001190745,0.00062533416,0.0008272877,0.022734294],"category_scores_gemma":[0.00018101878,0.00050153746,0.00054675544,0.001108303,0.0004076178,0.001369169,0.00069322286,0.0016006678,0.01782853],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004260419,0.00007394356,0.00006803846,0.0011456149,0.000019713161,0.0003115965,0.00012576689,0.0011696125,0.10754899,0.025281774,0.15315,0.7110624],"study_design_scores_gemma":[0.000007685774,0.0000299237,0.00017319193,0.00012625458,0.000015750256,0.0010062932,0.000017824073,0.0007662374,0.022311958,0.00997313,0.9655567,0.000015074071],"about_ca_topic_score_codex":0.00039378912,"about_ca_topic_score_gemma":0.0013048938,"teacher_disagreement_score":0.022734294,"about_ca_system_score_codex":0.00033092193,"about_ca_system_score_gemma":0.00033653033,"threshold_uncertainty_score":0.07605374},"labels":[],"label_agreement":null},{"id":"W2480892335","doi":"10.1142/9789814635165_0048","title":"A High Resolution Differential Filter for Large Eddy Simulation on Unstructured Grids for High-Order Methods","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Large eddy simulation; Filter (signal processing); Computer science; High resolution; Differential (mechanical device); Order (exchange); Computational science; Physics; Mechanics; Aerospace engineering; Engineering; Geology; Remote sensing; Computer vision; Business; Turbulence","score_opus":0.035043591809274494,"score_gpt":0.29620587094322176,"score_spread":0.2611622791339473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480892335","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022770942,0.000105431885,0.99495125,0.00004535927,0.000106677435,0.000025901883,0.00004461543,0.0006218978,0.0018218622],"genre_scores_gemma":[0.040943176,0.00023417402,0.94656676,0.000105421845,0.00008751722,0.000110345514,0.0003385658,0.0006666019,0.010947517],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997303,0.000052919142,0.000016890906,0.000029605842,0.00015140514,0.000018844694],"domain_scores_gemma":[0.99937636,0.00026965767,0.0000216559,0.00009584015,0.00019735294,0.000039084585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053959124,0.0004777081,0.00056331494,0.00035810535,0.00044645875,0.00065450347,0.0009210307,0.0009653649,0.0066806576],"category_scores_gemma":[0.0016919095,0.00033959854,0.00059579447,0.000420261,0.0003897699,0.00084691425,0.0007751173,0.0013988734,0.0023960425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034765026,0.00039729988,0.00078418874,0.00045902224,0.00013706238,0.00026983098,0.00028967953,0.23843499,0.09860106,0.08554509,0.028857073,0.5458771],"study_design_scores_gemma":[0.000025961242,0.000040366896,0.00018345877,0.000015341153,0.000009989954,0.00005284484,0.000012192252,0.96801466,0.0104202805,0.006926075,0.014283478,0.000015353358],"about_ca_topic_score_codex":0.0020768286,"about_ca_topic_score_gemma":0.0031073564,"teacher_disagreement_score":0.0066806576,"about_ca_system_score_codex":0.00037455774,"about_ca_system_score_gemma":0.0005349174,"threshold_uncertainty_score":0.02234906},"labels":[],"label_agreement":null},{"id":"W2480974193","doi":"10.1142/9789812775320_0015","title":"OCR ASSESSMENT OF PRINTED-FONTS FOR ENHANCING HUMAN VISION","year":2005,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Computer vision; Artificial intelligence; Computer graphics (images)","score_opus":0.032647567348596564,"score_gpt":0.3205661733326719,"score_spread":0.2879186059840753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480974193","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.593481,0.008609235,0.26564014,0.0009568938,0.0017119069,0.00092337764,0.0026765796,0.010897361,0.11510358],"genre_scores_gemma":[0.7777193,0.003450063,0.17474827,0.00036100706,0.00031204592,0.00024398859,0.0022148872,0.0020927857,0.03885765],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99891865,0.00025580407,0.000076276,0.00014061022,0.00056650303,0.00004213414],"domain_scores_gemma":[0.9927752,0.0027793255,0.00027262638,0.0005872158,0.0034148504,0.0001707719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098763,0.0008361533,0.00041172482,0.0016219722,0.00035865128,0.0013814265,0.0007557926,0.0010022527,0.01942853],"category_scores_gemma":[0.010233251,0.00024377147,0.00043370487,0.00079008087,0.00031972138,0.0014164884,0.0005775402,0.0004922635,0.0041489736],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023623398,0.00028040892,0.0014763054,0.0010920628,0.00007541499,0.00026610252,0.00026628404,0.00418388,0.35249144,0.0010221271,0.008390115,0.6280935],"study_design_scores_gemma":[0.00023285768,0.0037127286,0.040317148,0.00042920592,0.00047378748,0.0036546837,0.0005754825,0.11216057,0.8089522,0.001735339,0.027528016,0.00022795975],"about_ca_topic_score_codex":0.0012309467,"about_ca_topic_score_gemma":0.0010583703,"teacher_disagreement_score":0.01942853,"about_ca_system_score_codex":0.00034049118,"about_ca_system_score_gemma":0.00023175446,"threshold_uncertainty_score":0.06499487},"labels":[],"label_agreement":null},{"id":"W2481117557","doi":"10.1142/9789812794246_0004","title":"Statistical Learning Algorithms Applied to Automobile Insurance Ratemaking","year":2003,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alpha Technologies (Canada); Université de Montréal","funders":"","keywords":"Automobile insurance; Computer science; Actuarial science; Algorithm; Business","score_opus":0.10352329695939408,"score_gpt":0.37999702342795066,"score_spread":0.2764737264685566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481117557","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004015968,0.0010841319,0.9907578,0.0004173947,0.00010803349,0.00003229253,0.00003713577,0.00027719178,0.0032699648],"genre_scores_gemma":[0.27546033,0.0028753383,0.7010451,0.00037285514,0.0006388614,0.0003872858,0.00039407428,0.00034578092,0.018480428],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979892,0.0010326093,0.00011486991,0.00026065786,0.00052949216,0.000073141826],"domain_scores_gemma":[0.9919556,0.0061762994,0.00026103857,0.00036362297,0.0011701279,0.00007333365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004257046,0.0008230347,0.0011583015,0.001219691,0.0005677081,0.0020508098,0.0015294235,0.0011828318,0.0044504157],"category_scores_gemma":[0.01547319,0.0005406291,0.0007010611,0.0023829557,0.000987582,0.0018420246,0.0012020378,0.002376857,0.0010288149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003686125,0.000053046035,0.0007379249,0.00007949116,0.00005750471,0.00004391104,0.00008007941,0.6184365,0.0004314692,0.11001967,0.0045678443,0.2654557],"study_design_scores_gemma":[0.0000031528896,0.0000070563447,0.00012809582,0.000013195024,0.0000040940376,0.0000085436595,0.0000091225875,0.9463264,0.0002519095,0.051958155,0.0012853183,0.0000049609343],"about_ca_topic_score_codex":0.0044738473,"about_ca_topic_score_gemma":0.0023256452,"teacher_disagreement_score":0.0044738473,"about_ca_system_score_codex":0.0015532344,"about_ca_system_score_gemma":0.0014571548,"threshold_uncertainty_score":0.022513747},"labels":[],"label_agreement":null},{"id":"W2481456747","doi":"10.1142/9789814273046_0010","title":"A SURVEY OF KEY REVOCATION SCHEMES IN MOBILE AD HOC NETWORKS","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Revocation; Key (lock); Mobile ad hoc network; Computer science; Vehicular ad hoc network; Computer security; Computer network; Wireless ad hoc network; Telecommunications; Wireless","score_opus":0.047270467229918185,"score_gpt":0.2337842510278114,"score_spread":0.1865137837978932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481456747","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01013223,0.58400095,0.36125126,0.0020953142,0.0019780945,0.0005545545,0.00035551548,0.0009176926,0.038714405],"genre_scores_gemma":[0.15223528,0.6089294,0.20432083,0.0013186055,0.0028383166,0.0005497984,0.0011144524,0.0002562385,0.028437097],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979102,0.00046723062,0.0002656179,0.00031343743,0.0008288371,0.00021468426],"domain_scores_gemma":[0.99800867,0.0010508003,0.00015466246,0.0003904694,0.00033161248,0.00006382406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002053178,0.0010871072,0.0018528803,0.0024701192,0.0012212303,0.0033980606,0.0026035851,0.0015689214,0.005331646],"category_scores_gemma":[0.0048513934,0.00084437244,0.0006380089,0.007399921,0.0013269678,0.0078008384,0.0017865085,0.0022412702,0.0025982317],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020182302,0.00020679933,0.0004287475,0.003374162,0.00005350119,0.000088860535,0.00016729099,0.011852807,0.0042988844,0.09405633,0.022696083,0.86257464],"study_design_scores_gemma":[0.00013852942,0.00080984127,0.001395751,0.002651149,0.00022966298,0.0039454494,0.00052466756,0.118191645,0.009005913,0.198969,0.6639303,0.00020803862],"about_ca_topic_score_codex":0.00080467266,"about_ca_topic_score_gemma":0.00080784265,"teacher_disagreement_score":0.005331646,"about_ca_system_score_codex":0.0019563688,"about_ca_system_score_gemma":0.0014121291,"threshold_uncertainty_score":0.017836094},"labels":[],"label_agreement":null},{"id":"W2481646655","doi":"10.1142/9789812770103_0017","title":"Access Security in Heterogeneous Wireless Networks","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer security; Computer science; Wireless network; Computer network; Wireless; Telecommunications; Internet privacy","score_opus":0.025277191282723595,"score_gpt":0.2480347586251973,"score_spread":0.2227575673424737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481646655","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019979808,0.076221935,0.5303272,0.0030715966,0.002041793,0.00013632576,0.00008368796,0.0006670803,0.3674706],"genre_scores_gemma":[0.43636835,0.09190953,0.11587852,0.0012357709,0.0028171206,0.00029540772,0.00032069418,0.0002983963,0.35087618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996989,0.000067117806,0.000012223061,0.000029971716,0.00015488006,0.00003687252],"domain_scores_gemma":[0.99971,0.00017196136,0.000014264795,0.00005013437,0.000037959362,0.000015541942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004407115,0.00057400303,0.00040322274,0.00040475107,0.00046531262,0.0021821691,0.00063379103,0.000884113,0.0037649006],"category_scores_gemma":[0.0009747818,0.00037951602,0.00025056297,0.00060294574,0.00086276105,0.0030492174,0.0011398271,0.0015685159,0.0009335802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046041725,0.000057970035,0.0003003624,0.00025877872,0.0000350641,0.00035380165,0.0005380704,0.022279544,0.0058907736,0.6291713,0.029097853,0.31197047],"study_design_scores_gemma":[0.000019123794,0.00008037594,0.0007131056,0.00036031238,0.000056443827,0.0011004811,0.00034785958,0.079351276,0.0046885847,0.46428373,0.44896036,0.000038368646],"about_ca_topic_score_codex":0.0007371085,"about_ca_topic_score_gemma":0.00066654413,"teacher_disagreement_score":0.0037649006,"about_ca_system_score_codex":0.00072539516,"about_ca_system_score_gemma":0.00039297817,"threshold_uncertainty_score":0.012594819},"labels":[],"label_agreement":null},{"id":"W2481987600","doi":"10.1142/9789813146198_0001","title":"The Search for Gravitational Waves","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Relativity and Gravitational Theory","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Leverhulme Trust; Alexander von Humboldt-Stiftung; Council of Scientific and Industrial Research, India; Massachusetts Institute of Technology; Alfred P. Sloan Foundation; National Science Foundation; John Simon Guggenheim Memorial Foundation; California Institute of Technology; National Aeronautics and Space Administration","keywords":"Gravitational wave; Physics; Computer science; Astronomy","score_opus":0.04123387186786305,"score_gpt":0.29812043051456305,"score_spread":0.2568865586467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481987600","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003839187,0.3713056,0.0038499387,0.022827243,0.0041277707,0.00002389957,0.00018315151,0.00013925142,0.5937039],"genre_scores_gemma":[0.062038492,0.38368908,0.011629614,0.015151373,0.0075299297,0.000059453676,0.0006318466,0.00018732953,0.51908284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970573,0.00005183506,0.000010010139,0.00006203029,0.00014276362,0.000027581402],"domain_scores_gemma":[0.9998264,0.00007203772,0.000014304778,0.000028097395,0.00003189939,0.000027315798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005106382,0.000623645,0.00045832756,0.00109418,0.0011439802,0.00252744,0.0007331155,0.0017256046,0.014408031],"category_scores_gemma":[0.0010882631,0.00023188112,0.00028000455,0.0009432381,0.00397207,0.0042302855,0.0020592227,0.0023888587,0.010504336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018847131,0.00002676603,0.00034181896,0.0003213451,0.000011059599,0.00008819521,0.0006716871,0.00019368161,0.0011858019,0.5804485,0.17397095,0.24272127],"study_design_scores_gemma":[0.0000025317256,0.000008561076,0.00025380426,0.00024387342,0.0000021267201,0.00015753956,0.000091985305,0.00004997893,0.00025463293,0.08374999,0.91517895,0.0000060319594],"about_ca_topic_score_codex":0.0014081427,"about_ca_topic_score_gemma":0.0015994308,"teacher_disagreement_score":0.014408031,"about_ca_system_score_codex":0.001309057,"about_ca_system_score_gemma":0.0013699286,"threshold_uncertainty_score":0.048199654},"labels":[],"label_agreement":null},{"id":"W2481993327","doi":"10.1142/9789812706577_0009","title":"Injectable Formulation of Biomaterials as Delivery System for BMP","year":2002,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biomedical engineering; Engineering","score_opus":0.04431718481157208,"score_gpt":0.22525014366431606,"score_spread":0.18093295885274396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481993327","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5187237,0.067137256,0.33007482,0.0011029433,0.0015854129,0.0006243801,0.0021538464,0.0018764042,0.07672122],"genre_scores_gemma":[0.7425236,0.033356536,0.095290415,0.00057911704,0.0003780041,0.00046330862,0.0010616675,0.00057555083,0.12577176],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998939,0.000011594031,0.0000060884645,0.000021480791,0.000050064224,0.000016901357],"domain_scores_gemma":[0.99994564,0.000018038549,0.000014181727,0.0000048469233,0.000008973747,0.000008381395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024974084,0.0005350375,0.00035154732,0.00045062648,0.0001465988,0.00044849428,0.00039855202,0.00034741632,0.0027165792],"category_scores_gemma":[0.00011596323,0.00024412666,0.0003463312,0.00024489223,0.00023329306,0.0005989536,0.00026258331,0.00072845747,0.0010515262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000474976,0.000045615743,0.000023155324,0.0001704176,0.0000064135697,0.0000957813,0.000029916533,0.00026734645,0.984011,0.0016034608,0.00027260924,0.013426861],"study_design_scores_gemma":[0.000014694417,0.0002105357,0.0002567729,0.000026401236,0.000025488609,0.00022666094,0.000010912957,0.0009769395,0.97940147,0.00040664626,0.018434344,0.000009078074],"about_ca_topic_score_codex":0.00030126076,"about_ca_topic_score_gemma":0.0006342711,"teacher_disagreement_score":0.0027165792,"about_ca_system_score_codex":0.00043460523,"about_ca_system_score_gemma":0.0002316809,"threshold_uncertainty_score":0.009087861},"labels":[],"label_agreement":null},{"id":"W2482010327","doi":"10.1142/9789814273046_0007","title":"DETECTING DOS ATTACKS AND SERVICE VIOLATIONS IN QOS-ENABLED NETWORKS","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Quality of service; Computer network; Computer science; Computer security; Denial-of-service attack; Operating system; The Internet","score_opus":0.027601900080924988,"score_gpt":0.22109345150478618,"score_spread":0.1934915514238612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482010327","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18492357,0.013569884,0.7519432,0.0020424372,0.0010180636,0.00013319556,0.00037212716,0.004076062,0.041921515],"genre_scores_gemma":[0.77454644,0.008968095,0.1775242,0.00038572247,0.0005233775,0.00006685742,0.0007527962,0.00026367532,0.036968935],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995307,0.000044638335,0.000026001702,0.00007446441,0.00027300778,0.000051237243],"domain_scores_gemma":[0.99894494,0.00063947006,0.000106514526,0.000091446534,0.00017360026,0.000044121833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004708334,0.000678037,0.0004831886,0.0007744192,0.00028096724,0.0012841473,0.0008894776,0.00074653426,0.0015991117],"category_scores_gemma":[0.0023524517,0.0003286225,0.0002439568,0.00072733057,0.0005199329,0.0016243212,0.0005015877,0.0009907609,0.0005541605],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027866542,0.00013617458,0.008387269,0.000282737,0.00006111416,0.00055345765,0.00047077084,0.07595494,0.021700757,0.03395553,0.012409538,0.8458089],"study_design_scores_gemma":[0.000025459529,0.00028743217,0.007587789,0.00019011371,0.00007197113,0.0019871497,0.00039886232,0.78949916,0.034912787,0.12160403,0.04337507,0.000060256294],"about_ca_topic_score_codex":0.0013609851,"about_ca_topic_score_gemma":0.0015684554,"teacher_disagreement_score":0.0015991117,"about_ca_system_score_codex":0.00046849326,"about_ca_system_score_gemma":0.00034967536,"threshold_uncertainty_score":0.005349517},"labels":[],"label_agreement":null},{"id":"W2482688292","doi":"10.1142/9789814489072_0001","title":"Translational Research: Lost in Complexity","year":2014,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Translational research; Computer science; Computational biology; Biology; Biotechnology","score_opus":0.5659594789960455,"score_gpt":0.4784592341674965,"score_spread":0.08750024482854896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482688292","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008661812,0.28380886,0.038306277,0.20897755,0.02631935,0.00006863186,0.00024118931,0.0004929341,0.44091892],"genre_scores_gemma":[0.039836843,0.24721931,0.054400343,0.103665054,0.032359082,0.0003622174,0.00037882378,0.0011670819,0.52061117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9952656,0.0021520092,0.00020793955,0.00036642276,0.0018065283,0.00020154845],"domain_scores_gemma":[0.9853754,0.011284397,0.00029942836,0.001078986,0.001347999,0.0006137839],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010682781,0.0011843916,0.0015150886,0.0025974147,0.002838281,0.016163485,0.0018834997,0.004571305,0.017831534],"category_scores_gemma":[0.016169863,0.00064406235,0.0005823081,0.0030635858,0.023347616,0.023040302,0.0057979645,0.011829106,0.0076434105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008687558,0.000012212388,0.000028374461,0.00020853721,0.000007559523,0.000025281743,0.0008558737,0.00014523866,0.00010011691,0.840218,0.11099781,0.0473923],"study_design_scores_gemma":[0.000004544229,0.000005589113,0.000040129173,0.0004377588,0.0000035095056,0.00004742372,0.00037207405,0.00014849557,0.000054544136,0.47586232,0.52301395,0.000009644337],"about_ca_topic_score_codex":0.001883531,"about_ca_topic_score_gemma":0.0045945984,"teacher_disagreement_score":0.98931724,"about_ca_system_score_codex":0.005193274,"about_ca_system_score_gemma":0.008225227,"threshold_uncertainty_score":0.059652448},"labels":[],"label_agreement":null},{"id":"W2482939815","doi":"10.1142/9789814277532_0013","title":"CLIMATE CHANGE AS A THREAT TO PEACE &amp; SECURITY: GLACIAL MELTING &amp; HUMAN SECURITY IN THE HIMALAYAS","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Glacial period; Climate change; Human security; Political science; Environmental science; Geology; Oceanography; Geomorphology; Law","score_opus":0.16642851207624515,"score_gpt":0.35622627148676245,"score_spread":0.1897977594105173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482939815","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007207888,0.4495776,0.0011647205,0.021503521,0.003970695,0.000025547308,0.00013028525,0.00005890106,0.5163609],"genre_scores_gemma":[0.2463677,0.38515407,0.0015055428,0.0034428975,0.0055290856,0.000055604425,0.00016765305,0.00007797208,0.3576995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998976,0.000029451732,0.000003988779,0.000012891293,0.00003601344,0.000020145953],"domain_scores_gemma":[0.99988616,0.000055315402,0.0000145165095,0.0000051504353,0.000017037848,0.000021786167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018847443,0.0007987794,0.0003064005,0.0011704682,0.0024882595,0.0040977024,0.0005417735,0.001861379,0.008272909],"category_scores_gemma":[0.00034490417,0.00022574003,0.00015625269,0.0033076892,0.0037113498,0.002101741,0.00094795047,0.0013987175,0.0009842624],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029250621,0.000045904955,0.0007697188,0.0005561881,0.000017395694,0.00057219143,0.015028365,0.0025818904,0.0005258541,0.575842,0.26077476,0.14325644],"study_design_scores_gemma":[0.0000034736636,0.000013137355,0.0025746739,0.0005487182,0.0000084482235,0.00024560635,0.005881668,0.0004511395,0.0001750168,0.09115223,0.8989304,0.000015587862],"about_ca_topic_score_codex":0.04854745,"about_ca_topic_score_gemma":0.11668885,"teacher_disagreement_score":0.04854745,"about_ca_system_score_codex":0.005675048,"about_ca_system_score_gemma":0.0028133367,"threshold_uncertainty_score":0.09652972},"labels":[],"label_agreement":null},{"id":"W2483944460","doi":"10.1142/9789814449243_0007","title":"THE KARDAR-PARISI-ZHANG EQUATION AND UNIVERSALITY CLASS","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Mathematical Identities","field":"Mathematics","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Zhàng; Universality (dynamical systems); Class (philosophy); Mathematical physics; Mathematics; Statistical physics; Mathematical economics; Applied mathematics; Philosophy; Physics; Political science; Epistemology; Law; Quantum mechanics; China","score_opus":0.08682555034580894,"score_gpt":0.2911239003323721,"score_spread":0.20429834998656318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483944460","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036953446,0.015236457,0.047858536,0.00871967,0.0012344125,0.00003514504,0.00018657552,0.00016021919,0.8896155],"genre_scores_gemma":[0.7636259,0.011675238,0.017735092,0.0016757764,0.002533708,0.000110494235,0.00023066583,0.00021443678,0.20219868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997701,0.000057230904,0.000011289968,0.000049874237,0.000074914235,0.00003645795],"domain_scores_gemma":[0.99980134,0.00007098995,0.00001908063,0.000045046607,0.0000370438,0.000026495556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007307154,0.00052059296,0.00057021546,0.0010507952,0.0012637711,0.00206624,0.00071584,0.001206326,0.0069634365],"category_scores_gemma":[0.0013178355,0.0002496399,0.00043529703,0.00083531387,0.0048345947,0.0051636584,0.0015401475,0.0032232595,0.0011011027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012550015,0.0000014188951,0.000008693394,0.0000046292093,4.906564e-7,0.0000042879587,0.000034897796,0.000043248278,0.000037074326,0.9979512,0.0008038651,0.0011089],"study_design_scores_gemma":[0.0000020586508,0.0000013183749,0.000034821733,0.000005013241,6.561796e-7,0.00001829584,0.000014284203,0.00020434898,0.000034522618,0.9924039,0.0072785025,0.0000021243075],"about_ca_topic_score_codex":0.0011871425,"about_ca_topic_score_gemma":0.0007854892,"teacher_disagreement_score":0.0069634365,"about_ca_system_score_codex":0.0021665331,"about_ca_system_score_gemma":0.0009156718,"threshold_uncertainty_score":0.023294985},"labels":[],"label_agreement":null},{"id":"W2484217163","doi":"10.1142/9789814366489_0048","title":"RELIABILITY ANALYSIS OF QUARTER-CIRCULAR CAISSON BREAKWATER","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Caisson; Quarter (Canadian coin); Breakwater; Reliability (semiconductor); Engineering; Structural engineering; Geotechnical engineering; Geology; Physics; Geography; Archaeology","score_opus":0.03433517397511252,"score_gpt":0.23472374383620462,"score_spread":0.2003885698610921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484217163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64931977,0.0015815829,0.3376248,0.00025548346,0.00006942387,0.000060026145,0.00047550068,0.0007158675,0.0098975245],"genre_scores_gemma":[0.98872083,0.0001451267,0.007573562,0.000010871649,0.000009297222,0.000012546673,0.00024592914,0.00005300195,0.003228814],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957544,0.00007880986,0.000016158487,0.00008943897,0.00018220613,0.0000579086],"domain_scores_gemma":[0.9982285,0.00087317475,0.00011962803,0.00014371252,0.0006016121,0.00003344258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007062087,0.0003177068,0.00038337582,0.00087017217,0.00035099496,0.0005598646,0.0007644548,0.00044645154,0.0019589597],"category_scores_gemma":[0.0032107763,0.00022497468,0.00041402,0.00062590657,0.00033983772,0.0004419776,0.00027992233,0.00033627136,0.00027707015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004510875,0.000044247357,0.008767965,0.00017256167,0.00007592428,0.00030095462,0.00029464797,0.8758014,0.016147707,0.0068080975,0.0024480824,0.08868723],"study_design_scores_gemma":[0.000004721829,0.000106256615,0.0047269296,0.000009219764,0.000021047228,0.00007792486,0.00008428749,0.9879953,0.0042176936,0.0018127934,0.0009329432,0.000010904943],"about_ca_topic_score_codex":0.019051118,"about_ca_topic_score_gemma":0.010899598,"teacher_disagreement_score":0.019051118,"about_ca_system_score_codex":0.000947549,"about_ca_system_score_gemma":0.00048211275,"threshold_uncertainty_score":0.03788042},"labels":[],"label_agreement":null},{"id":"W2484987973","doi":"10.1142/9789814415958_0083","title":"MOBILITY PREDICTION OF ROVERS ON SOFT TERRAIN: EFFECTS OF WHEEL- AND TOOL-INDUCED TERRAIN DEFORMATIONS","year":2012,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; CM Labs Simulations (Canada)","funders":"","keywords":"Terrain; Geology; Computer science; Aerospace engineering; Engineering; Geography; Cartography","score_opus":0.012235173056138337,"score_gpt":0.1957986836191263,"score_spread":0.18356351056298797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484987973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71776557,0.0013032259,0.2690682,0.00042970997,0.00009103819,0.00003630513,0.00038051532,0.00049492717,0.0104304515],"genre_scores_gemma":[0.9888925,0.00034269216,0.007823137,0.000017446815,0.000021140264,0.00001541608,0.00016471553,0.0000677946,0.0026551408],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999943,0.000010299734,0.0000023208315,0.000016763395,0.000015434873,0.000012240384],"domain_scores_gemma":[0.9997868,0.00012282396,0.000021719035,0.000017462657,0.00003493179,0.000016323775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011094551,0.00044514376,0.0005532525,0.00023805117,0.00029275255,0.00052712887,0.0006935083,0.0009419709,0.0010277163],"category_scores_gemma":[0.00056968065,0.00030898428,0.00053615373,0.00033621094,0.00034310206,0.00048440765,0.00037284166,0.00039666725,0.0003884157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026590455,0.000016738753,0.0020495844,0.000024643472,0.000013096191,0.000086216445,0.000038221704,0.9836722,0.0033879287,0.000501261,0.00028770763,0.009895753],"study_design_scores_gemma":[0.0000018385724,0.0000074337236,0.00061935413,0.0000034655288,0.000002070588,0.000011715753,0.000011577383,0.9985638,0.0004578313,0.00019979377,0.000117437805,0.0000036841598],"about_ca_topic_score_codex":0.016157512,"about_ca_topic_score_gemma":0.011584651,"teacher_disagreement_score":0.016157512,"about_ca_system_score_codex":0.0002611607,"about_ca_system_score_gemma":0.00036610776,"threshold_uncertainty_score":0.032126904},"labels":[],"label_agreement":null},{"id":"W2485327808","doi":"10.1142/9789812810878_0006","title":"RECOIL POLARIZATION MEASUREMENTS IN π<sup>0</sup>ELECTROPRODUCTION AT THE PEAK OF THE Δ(1232)","year":2001,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Inorganic Fluorides and Related Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Recoil; Polarization (electrochemistry); Physics; Materials science; Atomic physics; Chemistry; Physical chemistry","score_opus":0.02135249220846568,"score_gpt":0.20309016543077935,"score_spread":0.18173767322231366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485327808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93030816,0.0039840057,0.014934033,0.00046094798,0.000117572905,0.000034581404,0.00076403597,0.00025436637,0.04914231],"genre_scores_gemma":[0.98927325,0.0012623442,0.002038455,0.00010420743,0.00001246451,0.000020842795,0.000493425,0.000087308115,0.0067077],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998118,0.000041930874,0.00000600917,0.000037184527,0.000049885974,0.00005314671],"domain_scores_gemma":[0.9997826,0.0001242454,0.000032994016,0.000015546213,0.00002365149,0.000020947467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050276186,0.00046729975,0.00022960654,0.0006567339,0.00062638486,0.00070254324,0.0007450847,0.0005735677,0.0041913018],"category_scores_gemma":[0.00032269696,0.00040992332,0.00016604924,0.0008328647,0.0005869502,0.000734729,0.000572423,0.0007595913,0.00072714104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014455769,0.00011509068,0.0033324931,0.00019476817,0.000034376626,0.00082423136,0.0004783508,0.0006318953,0.9579795,0.008032572,0.001297517,0.025633587],"study_design_scores_gemma":[0.000047996793,0.00020854565,0.009848596,0.000024796758,0.000023049726,0.00069893664,0.0003218509,0.0010845844,0.9823673,0.0014266304,0.0039209593,0.00002680067],"about_ca_topic_score_codex":0.00079131353,"about_ca_topic_score_gemma":0.0008455769,"teacher_disagreement_score":0.0041913018,"about_ca_system_score_codex":0.00042773972,"about_ca_system_score_gemma":0.00018823161,"threshold_uncertainty_score":0.014021337},"labels":[],"label_agreement":null},{"id":"W2485391071","doi":"10.1142/9789812837066_0006","title":"Tracking Students' Thinking in Solving Complex Process","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Tracking (education); Process (computing); Computer science; Mathematics education; Psychology; Pedagogy; Programming language","score_opus":0.04714775152061187,"score_gpt":0.2924522000271116,"score_spread":0.2453044485064997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485391071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87150985,0.00015922134,0.09832367,0.00021349108,0.000050200604,0.0002917039,0.00078587007,0.003161748,0.025504332],"genre_scores_gemma":[0.92645776,0.00015080933,0.054995347,0.000069928814,0.000008763702,0.00018606578,0.0010299069,0.00021227321,0.01688924],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995414,0.00011515,0.000019549687,0.00015001615,0.00013799286,0.000035878114],"domain_scores_gemma":[0.99668664,0.0020167914,0.00027572172,0.00026222103,0.0005370814,0.00022156657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068323954,0.00049450045,0.00023692694,0.00071911,0.0002459759,0.0011768966,0.00050777546,0.00041629546,0.0110813845],"category_scores_gemma":[0.0060014734,0.00017962627,0.000151621,0.0005348575,0.0001769701,0.0008396323,0.00055586867,0.00075796834,0.0026272384],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006098779,0.0012857231,0.07923866,0.0002761699,0.00003108435,0.00010679771,0.006079347,0.007935071,0.030738203,0.0038888622,0.009283132,0.86052704],"study_design_scores_gemma":[0.00027658304,0.0044518798,0.4171937,0.00042448827,0.00018723542,0.0005770244,0.0054451656,0.27479613,0.19094644,0.025469584,0.07998107,0.00025065406],"about_ca_topic_score_codex":0.0013085123,"about_ca_topic_score_gemma":0.0020752777,"teacher_disagreement_score":0.0110813845,"about_ca_system_score_codex":0.0004293022,"about_ca_system_score_gemma":0.0004241392,"threshold_uncertainty_score":0.03707099},"labels":[],"label_agreement":null},{"id":"W2485576595","doi":"10.1142/9789814287067_others02","title":"Statistical Bob — Contributions to Statistical Analysis in Marketing","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Customer churn and segmentation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Statistical analysis; Marketing; Advertising; Computer science; Statistics; Mathematics; Business","score_opus":0.015756942397283816,"score_gpt":0.2670221531098947,"score_spread":0.2512652107126109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485576595","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000597037,0.021315517,0.9392744,0.012154833,0.0065502906,0.000082743274,0.0005303934,0.0017820068,0.017712759],"genre_scores_gemma":[0.035027254,0.049940106,0.7532741,0.012622047,0.043768797,0.00072431215,0.0015258469,0.0073231775,0.095794365],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98908675,0.0050029983,0.0007759606,0.0010272639,0.0038597381,0.00024735124],"domain_scores_gemma":[0.93816435,0.04618868,0.00081764563,0.0055336016,0.008304678,0.0009910642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016126834,0.0020262974,0.0021490648,0.004463936,0.0016913974,0.004861273,0.0021037234,0.0021517905,0.015103913],"category_scores_gemma":[0.061437476,0.0018332605,0.0019090082,0.0067665745,0.0058241384,0.006059368,0.0030660275,0.0088447835,0.013633366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005651898,0.000091560185,0.00097174116,0.0004392295,0.00014582992,0.00013002261,0.0003940323,0.004544385,0.00066248095,0.29201406,0.26589945,0.43465075],"study_design_scores_gemma":[0.000014940241,0.000019437195,0.0011322597,0.00021834702,0.000056448014,0.00030236857,0.000073758,0.0222565,0.00103438,0.58165944,0.39317447,0.000057683344],"about_ca_topic_score_codex":0.0038495553,"about_ca_topic_score_gemma":0.0039596423,"teacher_disagreement_score":0.016126834,"about_ca_system_score_codex":0.0022506027,"about_ca_system_score_gemma":0.0043861414,"threshold_uncertainty_score":0.08528781},"labels":[],"label_agreement":null},{"id":"W2485809157","doi":"10.1142/9789812770462_0009","title":"Power Trade on the Alberta-BC Interconnection","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Interconnection; Power (physics); Computer science; Computer network; Physics","score_opus":0.044284789542882674,"score_gpt":0.27918787903578995,"score_spread":0.23490308949290728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485809157","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052750252,0.0046622604,0.0011102783,0.0033293532,0.00020703588,0.000022599379,0.0008230481,0.00007301308,0.9370222],"genre_scores_gemma":[0.3726378,0.007222253,0.0013715331,0.00048248857,0.00006821747,0.000015697562,0.00081355986,0.000047740203,0.61734074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973637,0.00001694517,0.000003949213,0.000020097077,0.00015213614,0.00007040707],"domain_scores_gemma":[0.99982256,0.00001325331,0.0000060115162,0.000008546588,0.00012504742,0.0000247097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014001754,0.00033312186,0.0001446756,0.001083612,0.0027185834,0.002992644,0.0005434678,0.0005016654,0.019102488],"category_scores_gemma":[0.00036851672,0.0001688188,0.00020314573,0.0037464476,0.00095432653,0.00053229195,0.00048322475,0.0008931333,0.00080964825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001343379,0.000051175102,0.006770406,0.00019177538,0.000031313786,0.0009774857,0.0017940594,0.045052346,0.0017439481,0.577377,0.17385128,0.19202484],"study_design_scores_gemma":[0.0000190856,0.000020054198,0.025159478,0.00025388153,0.000024538132,0.00017300408,0.0024232708,0.009495595,0.0010956401,0.051980373,0.9093145,0.000040608917],"about_ca_topic_score_codex":0.96764934,"about_ca_topic_score_gemma":0.9887524,"teacher_disagreement_score":0.041259933,"about_ca_system_score_codex":0.041259933,"about_ca_system_score_gemma":0.025523607,"threshold_uncertainty_score":0.29936314},"labels":[],"label_agreement":null},{"id":"W2485856639","doi":"10.1142/9789812709523_0012","title":"Learning from nature to develop strategies for the directed evolution of <font>C</font><sub>4</sub> rice","year":2008,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Rice Cultivation and Yield Improvement","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Font; Computer science; Artificial intelligence","score_opus":0.026708268553737046,"score_gpt":0.21662411489861924,"score_spread":0.1899158463448822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485856639","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060190845,0.006277877,0.71980274,0.00478764,0.000469091,0.00011719873,0.00020739993,0.00072702585,0.2074201],"genre_scores_gemma":[0.34848163,0.009248894,0.5534185,0.00144952,0.000105019855,0.00032683075,0.0007882103,0.00053183653,0.08564948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998971,0.000030911913,0.000005349733,0.000031218213,0.000023938688,0.000011400068],"domain_scores_gemma":[0.99978274,0.00012053953,0.000017996712,0.000038091992,0.000017921044,0.000022772028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004852865,0.00050345866,0.0002505558,0.00022586837,0.0004148819,0.0011481696,0.000985366,0.0007478672,0.0058623143],"category_scores_gemma":[0.00089342514,0.00020219169,0.0004838885,0.00028420507,0.0011018394,0.0012231953,0.0007302107,0.0017964314,0.0018739527],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003158196,0.000120414064,0.0019416894,0.0006873931,0.00009561497,0.00022275456,0.0017208783,0.04118918,0.049606763,0.58758336,0.01636298,0.3004374],"study_design_scores_gemma":[0.000032483844,0.000205916,0.0017867676,0.00027643386,0.00007285413,0.00053286506,0.0006504047,0.055701215,0.02210115,0.59077346,0.32781032,0.000056118162],"about_ca_topic_score_codex":0.00087533135,"about_ca_topic_score_gemma":0.0024295729,"teacher_disagreement_score":0.0058623143,"about_ca_system_score_codex":0.0006229966,"about_ca_system_score_gemma":0.00063451356,"threshold_uncertainty_score":0.019611418},"labels":[],"label_agreement":null},{"id":"W2486170403","doi":"10.1142/9789814449403_0003","title":"A SIMPLE AND EFFICIENT METHOD OF ESTIMATION OF THE PARAMETERS OF A BIVARIATE BIRNBAUM-SAUNDERS DISTRIBUTION BASED ON TYPE-II CENSORED SAMPLES","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Computational Techniques in Science and Engineering","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bivariate analysis; Statistics; Simple (philosophy); Estimation; Mathematics; Type (biology); Econometrics; Applied mathematics; Engineering; Biology","score_opus":0.02780671866009725,"score_gpt":0.2728898846874391,"score_spread":0.24508316602734181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486170403","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00089916884,0.000078915014,0.99817145,0.000018484607,0.000041696367,0.00003174056,0.000049495644,0.000253859,0.0004551765],"genre_scores_gemma":[0.028209269,0.00035098149,0.9655307,0.00007621283,0.0001271469,0.0003013089,0.00038530352,0.00020500936,0.004814053],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987795,0.00056641334,0.000048944035,0.0001612516,0.00040203542,0.000041797153],"domain_scores_gemma":[0.9966433,0.002217823,0.00019551771,0.0004925904,0.0003834103,0.00006730723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026689807,0.0014868496,0.0014900969,0.0018871354,0.0005925789,0.0010346151,0.0017845205,0.0012984705,0.00755555],"category_scores_gemma":[0.01279253,0.0007372199,0.0011719352,0.0017700014,0.00092292513,0.0012136954,0.0015759239,0.0021531077,0.0031223197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023498194,0.00015152733,0.0031537442,0.00048679547,0.00027371178,0.0003631799,0.00042125623,0.08337387,0.018074976,0.16443555,0.01277417,0.71625626],"study_design_scores_gemma":[0.00010254709,0.00014738193,0.003915652,0.000122056386,0.00015286761,0.0009935325,0.00010512881,0.85467017,0.011544469,0.10550101,0.02255279,0.00019243504],"about_ca_topic_score_codex":0.002371481,"about_ca_topic_score_gemma":0.004894629,"teacher_disagreement_score":0.00755555,"about_ca_system_score_codex":0.0005759674,"about_ca_system_score_gemma":0.0012965414,"threshold_uncertainty_score":0.025275826},"labels":[],"label_agreement":null},{"id":"W2486269881","doi":"10.1142/7683","title":"A Practical Guide to Comprehensive Stroke Care","year":2010,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Stroke (engine); Medicine; Computer science; Engineering; Mechanical engineering","score_opus":0.03058730770871587,"score_gpt":0.34341578902844055,"score_spread":0.3128284813197247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486269881","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00052167044,0.029415483,0.015543525,0.01551918,0.00940225,0.00035047086,0.0009239002,0.0011227786,0.9272007],"genre_scores_gemma":[0.0012508032,0.019411258,0.016064946,0.008738224,0.0014790867,0.00038647364,0.0007725998,0.00031139734,0.9515852],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996376,0.000076855955,0.00002313895,0.000026943595,0.00019619735,0.00003932312],"domain_scores_gemma":[0.9995944,0.00014400773,0.000014612864,0.000019682237,0.000143059,0.00008412949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006127973,0.0013374252,0.0008813424,0.0018049867,0.0010564076,0.0023578147,0.0010315881,0.0025674247,0.12844981],"category_scores_gemma":[0.001782635,0.0004848551,0.00053953513,0.0013627239,0.0005017304,0.0025836797,0.001852458,0.003648773,0.07123749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005335316,0.000049774007,0.000031296026,0.00008716429,0.0000014593094,0.00009002703,0.000077177996,0.00012682473,0.00008866924,0.0055964957,0.88130814,0.11253755],"study_design_scores_gemma":[0.0000051474112,0.000009908137,0.00012619316,0.00020345858,0.000001639196,0.00029628607,0.000052658088,0.00010471472,0.000024452884,0.0047828373,0.9943869,0.0000057160873],"about_ca_topic_score_codex":0.004256842,"about_ca_topic_score_gemma":0.021115929,"teacher_disagreement_score":0.12844981,"about_ca_system_score_codex":0.0013062647,"about_ca_system_score_gemma":0.0032309487,"threshold_uncertainty_score":0.4297074},"labels":[],"label_agreement":null},{"id":"W2486583868","doi":"10.1142/9789812796707_0009","title":"EMPIRICAL LIKELIHOOD CONFIDENCE INTERVALS FOR THE DIFFERENCE OF TWO QUANTILES OF A POPULATION","year":2003,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Bayesian Methods and Mixture Models","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Quantile; Statistics; Confidence interval; Empirical likelihood; Econometrics; Mathematics; Population; Demography; Sociology","score_opus":0.07338077653162715,"score_gpt":0.33464578563299374,"score_spread":0.2612650091013666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486583868","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012914735,0.003788333,0.9767651,0.00064611033,0.00014115994,0.000045979523,0.00036745737,0.00070114585,0.0046300353],"genre_scores_gemma":[0.5156613,0.0048784963,0.46774834,0.00064622826,0.0010132478,0.00081216666,0.0028198902,0.0007752912,0.0056450265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98738503,0.007399552,0.0005723269,0.0017161892,0.0025484865,0.0003784486],"domain_scores_gemma":[0.7543704,0.22337037,0.0056197285,0.009825121,0.0057052113,0.0011091628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02879024,0.0015053392,0.002271708,0.005400775,0.00071419304,0.0051586954,0.005233357,0.0049840454,0.010399536],"category_scores_gemma":[0.2370849,0.0011221755,0.0019131774,0.0035803586,0.0046902047,0.0068482487,0.0036659874,0.0058616027,0.001767003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006953781,0.00015665127,0.00709647,0.0006974426,0.00043365103,0.00026082003,0.00088793685,0.124570444,0.0012900813,0.7120686,0.008273751,0.14356872],"study_design_scores_gemma":[0.00014534671,0.000095528834,0.0049911197,0.0005285048,0.00013652784,0.00053550315,0.00021485687,0.34876886,0.0014615862,0.63639575,0.0065689166,0.0001575255],"about_ca_topic_score_codex":0.0020605312,"about_ca_topic_score_gemma":0.0011617092,"teacher_disagreement_score":0.02879024,"about_ca_system_score_codex":0.0018158944,"about_ca_system_score_gemma":0.0009377108,"threshold_uncertainty_score":0.15225911},"labels":[],"label_agreement":null},{"id":"W2486816581","doi":"10.1142/9789814293204_0034","title":"Clinical Management of Midgut Carcinoid Tumors","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Midgut; Carcinoid tumors; Medicine; Pathology; General surgery; Radiology; Biology","score_opus":0.08802612168761206,"score_gpt":0.3531746378568982,"score_spread":0.26514851616928614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486816581","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012410931,0.6943682,0.028888738,0.039820064,0.009815843,0.00012160857,0.00019598601,0.00039473656,0.21398388],"genre_scores_gemma":[0.13017741,0.5651614,0.0480294,0.030711235,0.021791903,0.00029168354,0.0008880536,0.00026853813,0.2026804],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998841,0.000029626952,0.000011026844,0.000010081523,0.000052529576,0.000012457096],"domain_scores_gemma":[0.9998227,0.00007029794,0.00002048092,0.000007359763,0.000037941885,0.00004131472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003597975,0.00034341327,0.00037991296,0.0005597101,0.00020444022,0.0007259166,0.0004655704,0.000703437,0.0042181085],"category_scores_gemma":[0.0011274392,0.000114580245,0.00019114076,0.0003453194,0.00027974544,0.0007637841,0.0005049206,0.0015049952,0.0023118397],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079971825,0.000059644415,0.0010298723,0.000481689,0.000011488656,0.00483193,0.00013165774,0.00070798123,0.0041366443,0.006324787,0.11360633,0.8685979],"study_design_scores_gemma":[0.00004006343,0.0002461533,0.004706123,0.0012449493,0.000023261042,0.061698925,0.00020541652,0.0011474987,0.0020811846,0.011672062,0.9169003,0.00003406169],"about_ca_topic_score_codex":0.00040395974,"about_ca_topic_score_gemma":0.0014421942,"teacher_disagreement_score":0.0042181085,"about_ca_system_score_codex":0.0004492634,"about_ca_system_score_gemma":0.00048139427,"threshold_uncertainty_score":0.014110982},"labels":[],"label_agreement":null},{"id":"W2486851958","doi":"10.1142/9789812836465_0005","title":"Cheap-Talk Multiple Equilibria and Pareto — Improvement in an Environmental Taxation Games","year":2009,"lang":"en","type":"article","venue":"WORLD SCIENTIFIC eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Pareto principle; Economics; Nash equilibrium; Mathematical economics; Microeconomics; Cheap talk; Game theory; Sequential game; Operations management","score_opus":0.05596370251235961,"score_gpt":0.2364227589232119,"score_spread":0.1804590564108523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486851958","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28672108,0.0004477804,0.5458546,0.0049923914,0.00009546883,0.0001779179,0.0001777022,0.00020253856,0.16133045],"genre_scores_gemma":[0.9617636,0.00025386014,0.014250427,0.00021455863,0.000047763184,0.00010056995,0.000028175522,0.000033188462,0.023307785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988832,0.0005429854,0.0000416394,0.000114050454,0.00023897213,0.0001791523],"domain_scores_gemma":[0.996439,0.0025775468,0.00038803884,0.00017602327,0.00020119442,0.00021814887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018748752,0.0007380708,0.00097257545,0.0010548995,0.0012118326,0.0026819764,0.0012699002,0.001690145,0.012807503],"category_scores_gemma":[0.0068958267,0.00067444984,0.0012067673,0.0007835627,0.0026024128,0.003551571,0.002259326,0.0020240038,0.00072212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006239441,0.00005043696,0.00017798768,0.000052808857,0.000026358828,0.000078543264,0.00015766655,0.10420316,0.00073932676,0.888761,0.0010851315,0.0046052425],"study_design_scores_gemma":[0.000047677397,0.000026642158,0.00021464335,0.000019046793,0.000014297436,0.000032051455,0.000089621244,0.2988874,0.00036495598,0.6991869,0.0010986599,0.0000180624],"about_ca_topic_score_codex":0.002976862,"about_ca_topic_score_gemma":0.0027462519,"teacher_disagreement_score":0.012807503,"about_ca_system_score_codex":0.002659157,"about_ca_system_score_gemma":0.0015502268,"threshold_uncertainty_score":0.042845428},"labels":[],"label_agreement":null},{"id":"W2486872832","doi":"10.1142/9789812701220_0005","title":"BONE ADAPTATION TO MECHANICAL LOADING: HOW DOES BONE SENSE THE NEED FOR CHANGE TO LOADING FROM EXERCISE?","year":2005,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Adaptation (eye); Sense (electronics); Physical medicine and rehabilitation; Psychology; Medicine; Engineering; Neuroscience","score_opus":0.034168794877026724,"score_gpt":0.2191395978372465,"score_spread":0.18497080296021978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486872832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50487345,0.22313991,0.08686271,0.031221775,0.0034245958,0.000111305264,0.00091399305,0.0004983458,0.14895396],"genre_scores_gemma":[0.8665229,0.050677814,0.017739227,0.0031185702,0.0004159904,0.000094863535,0.00027253805,0.00014306928,0.061014943],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998704,0.000015638676,0.0000052554633,0.0000326803,0.00004701396,0.00002902798],"domain_scores_gemma":[0.9999008,0.000038641694,0.000013587323,0.0000062280787,0.000026601927,0.000014084562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003544651,0.00028548363,0.00048784155,0.00024518123,0.00027420255,0.0015166309,0.0007203556,0.0016129307,0.003134447],"category_scores_gemma":[0.0006549768,0.0002505257,0.00030701456,0.000528849,0.0012676548,0.0012631827,0.0004488424,0.0008639263,0.0009234485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005347397,0.00020642983,0.010625779,0.001513398,0.00016374969,0.0011923129,0.0036948763,0.0025245165,0.28315085,0.024823995,0.020458976,0.65111035],"study_design_scores_gemma":[0.00019661576,0.002556211,0.29161146,0.0016977754,0.0005795361,0.009053112,0.021986872,0.021847727,0.11332472,0.2268757,0.30976272,0.0005074863],"about_ca_topic_score_codex":0.0033877862,"about_ca_topic_score_gemma":0.006148311,"teacher_disagreement_score":0.0033877862,"about_ca_system_score_codex":0.00026540988,"about_ca_system_score_gemma":0.00049798377,"threshold_uncertainty_score":0.010485828},"labels":[],"label_agreement":null},{"id":"W2487082443","doi":"10.1142/9789812702838_0218","title":"CLIMATE CHANGE IMPACTS AND FLOOD RISK ANALYSIS IN MACKENZIE RIVER BASIN: A MODELING BASED COMPARATIVE STUDY CONSIDERING AND NOT CONSIDERING TRENDS IN HYDROLOGIC VARIABLE","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Flood myth; Climate change; Environmental science; Drainage basin; Structural basin; Flood forecasting; Climatology; Hydrology (agriculture); Geography; Water resource management; Geology; Cartography; Geomorphology; Oceanography; Archaeology","score_opus":0.05247947699818498,"score_gpt":0.2637760260510292,"score_spread":0.2112965490528442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487082443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96713835,0.004009529,0.0051548765,0.00091566803,0.000036782014,0.000011797862,0.0006956342,0.000054222255,0.021983206],"genre_scores_gemma":[0.9864299,0.003659342,0.0027455783,0.000038896487,0.000028008555,0.000013494684,0.00046615934,0.000031516945,0.006587054],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991035,0.00003809111,0.0000050765243,0.00001505182,0.000020085186,0.000011271895],"domain_scores_gemma":[0.99972814,0.00020673558,0.000025755675,0.000008920366,0.000020263169,0.000010179355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003126942,0.00026402052,0.00016424684,0.00088492077,0.00030063957,0.0009423699,0.0004562948,0.00025951085,0.0013830292],"category_scores_gemma":[0.00086720224,0.00021386532,0.0004916152,0.0013543533,0.00019770047,0.0011118323,0.00029633404,0.00030072185,0.00008634414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047364345,0.0002516017,0.353675,0.000412884,0.0005412862,0.0013314568,0.0020328632,0.34991696,0.0038150623,0.04267176,0.015880559,0.22899695],"study_design_scores_gemma":[0.000019884308,0.00023796166,0.65315837,0.00015117112,0.00044437934,0.00067340507,0.004014049,0.2794351,0.0036608335,0.030961085,0.027161608,0.00008222724],"about_ca_topic_score_codex":0.029870639,"about_ca_topic_score_gemma":0.062839635,"teacher_disagreement_score":0.9701294,"about_ca_system_score_codex":0.0009980244,"about_ca_system_score_gemma":0.0004898385,"threshold_uncertainty_score":0.059393525},"labels":[],"label_agreement":null},{"id":"W2487092032","doi":"10.1142/9789814273398_0007","title":"A REGION TREE BASED IMAGE DISCRETE LABELING FRAMEWORK","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tree (set theory); Image (mathematics); Computer science; Artificial intelligence; Computer vision; Mathematics; Combinatorics","score_opus":0.01738222950410967,"score_gpt":0.23556140081302826,"score_spread":0.2181791713089186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487092032","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095678325,0.00012041827,0.99740535,0.00002914981,0.000012068712,0.000017807031,0.000110797584,0.0006740191,0.0006736904],"genre_scores_gemma":[0.040498704,0.00035293138,0.95455986,0.00006615448,0.000037382735,0.000080002275,0.00080262066,0.00039180936,0.0032106452],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994363,0.00009147459,0.000022002865,0.0001648807,0.00023151936,0.000053786676],"domain_scores_gemma":[0.999524,0.00012460051,0.000031358297,0.00013623528,0.00014619202,0.00003766539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071269926,0.00070547883,0.0012417329,0.0013940909,0.0006524682,0.0018993104,0.0031269912,0.0010659924,0.004436907],"category_scores_gemma":[0.0009947508,0.00064150506,0.001172239,0.0022870372,0.0007654079,0.0023959693,0.00165041,0.0017745899,0.0021155574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018126555,0.00016938399,0.00038508314,0.00027342705,0.000075492564,0.00015526822,0.0001938583,0.19697405,0.02318247,0.14691353,0.011472266,0.620024],"study_design_scores_gemma":[0.000010480219,0.000031695214,0.000119885204,0.000018525709,0.000022364091,0.00009266626,0.000024946188,0.9420109,0.005377414,0.042725064,0.009547734,0.000018346687],"about_ca_topic_score_codex":0.008349037,"about_ca_topic_score_gemma":0.009710663,"teacher_disagreement_score":0.008349037,"about_ca_system_score_codex":0.0010250156,"about_ca_system_score_gemma":0.0009857842,"threshold_uncertainty_score":0.016600847},"labels":[],"label_agreement":null},{"id":"W2487100565","doi":"10.1142/9789812770943_0017","title":"A DATA FUSION FRAMEWORK FOR MULTIPLE NONDESTRUCTIVE INSPECTION IMAGES","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Image and Signal Denoising Methods","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fusion; Nondestructive testing; Computer vision; Sensor fusion; Computer science; Artificial intelligence; Physics; Philosophy","score_opus":0.11139446068383153,"score_gpt":0.34079789084315076,"score_spread":0.22940343015931924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487100565","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057168247,0.0001020383,0.99880135,0.000029631074,0.000014555724,0.000010539964,0.000024430663,0.00026453548,0.00018126184],"genre_scores_gemma":[0.02832761,0.0003806039,0.96817994,0.00006682125,0.000054996493,0.000073841475,0.00025722914,0.0001219213,0.002537028],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994425,0.000063108026,0.000037272526,0.00011027509,0.00030473727,0.000042067077],"domain_scores_gemma":[0.9997049,0.00006297709,0.000019339672,0.000051055973,0.00014594806,0.000015784773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096401,0.0008459722,0.0012322153,0.00084123603,0.00048391108,0.0011565081,0.0015659544,0.0013723589,0.0023169792],"category_scores_gemma":[0.000989183,0.0006615266,0.001739857,0.0009688049,0.00053299736,0.0014067916,0.0015609122,0.0015811431,0.0013484803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017906619,0.00013264218,0.00029640438,0.00027779353,0.00017425563,0.00023446107,0.00018628854,0.14468111,0.08005896,0.0489491,0.008080847,0.716749],"study_design_scores_gemma":[0.000012308927,0.00007795969,0.00034400384,0.000025067382,0.00005864907,0.00030605847,0.000026761667,0.93825597,0.02613582,0.023790708,0.010927766,0.00003898221],"about_ca_topic_score_codex":0.0027838568,"about_ca_topic_score_gemma":0.0039144573,"teacher_disagreement_score":0.0027838568,"about_ca_system_score_codex":0.00044461488,"about_ca_system_score_gemma":0.0007345676,"threshold_uncertainty_score":0.0077510476},"labels":[],"label_agreement":null},{"id":"W2487210634","doi":"10.1142/9789814719650_0005","title":"Phthalocyanines in Cancer-Imaging and Therapy","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Porphyrin and Phthalocyanine Chemistry","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Cancer; Medicine; Internal medicine","score_opus":0.03240250256061354,"score_gpt":0.2650659740132804,"score_spread":0.23266347145266686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487210634","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049944823,0.6262496,0.029956767,0.003983806,0.0036193489,0.00008427116,0.00024100441,0.00055123493,0.33031943],"genre_scores_gemma":[0.031245463,0.3426091,0.013068725,0.0020214182,0.0016736033,0.00012023227,0.00024878612,0.00029926482,0.60871345],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999882,0.0000186582,0.0000041363433,0.00002351962,0.00006044496,0.000011245098],"domain_scores_gemma":[0.9999485,0.00002477133,0.0000048730867,0.000006640031,0.000009444409,0.0000058115393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022940761,0.0008257929,0.00043861303,0.00067016465,0.00026305116,0.0009511567,0.00060649344,0.00078973727,0.012686141],"category_scores_gemma":[0.00024523243,0.0003279174,0.00017938578,0.00085657294,0.000559344,0.0020026888,0.0010260737,0.0018014369,0.0047077937],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000671024,0.00011867349,0.000058973634,0.0021473158,0.000018721657,0.0002616545,0.0002648245,0.0014332836,0.051247254,0.11996177,0.12620503,0.69821537],"study_design_scores_gemma":[0.0000072835446,0.000036776757,0.00011039369,0.00020800688,0.0000091177335,0.0005958636,0.00003169723,0.0005298584,0.01622064,0.020806603,0.9614323,0.000011518884],"about_ca_topic_score_codex":0.00030383308,"about_ca_topic_score_gemma":0.0006775425,"teacher_disagreement_score":0.012686141,"about_ca_system_score_codex":0.0006928988,"about_ca_system_score_gemma":0.00042751242,"threshold_uncertainty_score":0.04243934},"labels":[],"label_agreement":null},{"id":"W2487468238","doi":"10.1142/9789812709677_0211","title":"INTELLIGENT ENVIRONMENTS FOR ASSISTANCE TO ELDERS IN DAILY LIFE ACTIVITIES – A NOVEL APPROACH","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Health and Well-being Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton; Université de Sherbrooke","funders":"","keywords":"Gerontology; Computer science; Psychology; Medicine","score_opus":0.09252484698227763,"score_gpt":0.3341949559859286,"score_spread":0.24167010900365093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487468238","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031554945,0.014241341,0.4060918,0.004696307,0.0013453283,0.00021060907,0.00014386905,0.0010297773,0.540686],"genre_scores_gemma":[0.3352642,0.017407116,0.3422629,0.0023743038,0.0005122743,0.0004384868,0.00021869503,0.00019879204,0.30132324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999841,0.000044041964,0.000005981238,0.00003260161,0.000054220298,0.000022143831],"domain_scores_gemma":[0.9998971,0.000044953886,0.000007363021,0.000010789086,0.000021003038,0.000018764087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019405971,0.0006198643,0.0002491052,0.00037805448,0.0007378433,0.0029253017,0.0011291384,0.0014156543,0.004131668],"category_scores_gemma":[0.0003060058,0.00018861517,0.0003677897,0.00035244416,0.0010648252,0.0019766674,0.0021403786,0.0007704502,0.0011719029],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009389155,0.00044676298,0.00095547235,0.0006896569,0.000046431305,0.0010919925,0.007225133,0.007118126,0.012587402,0.48387316,0.0463065,0.43956554],"study_design_scores_gemma":[0.00003505792,0.00023713971,0.0023749107,0.00044399584,0.00006464024,0.0024164985,0.0048805536,0.022838814,0.007166095,0.16701153,0.7924581,0.00007278088],"about_ca_topic_score_codex":0.00091999583,"about_ca_topic_score_gemma":0.0023155943,"teacher_disagreement_score":0.004131668,"about_ca_system_score_codex":0.00037096257,"about_ca_system_score_gemma":0.0006888506,"threshold_uncertainty_score":0.01382184},"labels":[],"label_agreement":null},{"id":"W2487575008","doi":"10.1142/9789814656535_0019","title":"A REVIEW OF TEXTURE CLASSIFICATION METHODS AND THEIR APPLICATIONS IN MEDICAL IMAGE ANALYSIS OF THE BRAIN","year":2015,"lang":"en","type":"review","venue":"WORLD SCIENTIFIC eBooks","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Texture (cosmology); Artificial intelligence; Computer science; Image (mathematics); Pattern recognition (psychology); Computer vision","score_opus":0.11792172799167401,"score_gpt":0.42682663510821606,"score_spread":0.30890490711654206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487575008","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023218857,0.99711007,0.0014184255,0.00021068391,0.00020339468,0.000008430869,0.00004848767,0.000019675064,0.0007486323],"genre_scores_gemma":[0.0015016907,0.9948998,0.0022809138,0.00023388697,0.0004341651,0.000011074869,0.000086747554,0.000006230523,0.00054545724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963415,0.000048321996,0.0000652017,0.000075671225,0.00015312065,0.000023581542],"domain_scores_gemma":[0.998798,0.000676985,0.00011907168,0.000033361226,0.00031961774,0.000053021475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001049409,0.0010153058,0.0014144947,0.004502841,0.0003099086,0.0013287953,0.0010056597,0.0011602859,0.0029107623],"category_scores_gemma":[0.0022494274,0.00044587016,0.0008501002,0.004255868,0.0005915406,0.0015609381,0.00062395236,0.001250157,0.0014803727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050166203,0.000054584936,0.00029505583,0.0113737825,0.000095639436,0.00008773456,0.00004068158,0.0004393544,0.0017695415,0.0014957343,0.013586618,0.970711],"study_design_scores_gemma":[0.000037966023,0.00030601653,0.004395025,0.0090855975,0.00062884897,0.003374301,0.00016837563,0.0020868503,0.0038056124,0.0064503597,0.9695114,0.00014960195],"about_ca_topic_score_codex":0.002483166,"about_ca_topic_score_gemma":0.0032564388,"teacher_disagreement_score":0.004502841,"about_ca_system_score_codex":0.0005179015,"about_ca_system_score_gemma":0.0013089229,"threshold_uncertainty_score":0.009737492},"labels":[],"label_agreement":null},{"id":"W2487823800","doi":"10.1142/9789814611107_0010","title":"Tree Structure for Modeling Skin Lesion Growth","year":2014,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Simon Fraser University; Vancouver Coastal Health; BC Cancer Agency","funders":"Canadian Institutes of Health Research","keywords":"Tree (set theory); Lesion; Skin lesion; Computer science; Artificial intelligence; Dermatology; Medicine; Mathematics; Pathology; Combinatorics","score_opus":0.03272502418641263,"score_gpt":0.24997823481015957,"score_spread":0.21725321062374695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487823800","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049887835,0.0007691599,0.9903893,0.0002200407,0.00009653786,0.000018478031,0.0004921588,0.0009433345,0.0020822538],"genre_scores_gemma":[0.21932693,0.002622455,0.76172996,0.00023604231,0.00022402538,0.00019062242,0.0021212269,0.0012238901,0.012324862],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977773,0.000053495252,0.000013451571,0.000054140088,0.00008670162,0.0000145827],"domain_scores_gemma":[0.9993211,0.0004434813,0.000039199935,0.000050641087,0.000115681396,0.00002990795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006418735,0.00071872666,0.0006832116,0.00067669875,0.00033400272,0.00094430905,0.0014558301,0.0014170733,0.003482448],"category_scores_gemma":[0.0022492197,0.0006793549,0.001053233,0.00087607565,0.0003757227,0.0012786655,0.0006016395,0.0014999612,0.0013046664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018344206,0.000016015045,0.0003394169,0.00006239073,0.000026935091,0.000044574364,0.000049759972,0.9205396,0.0014455701,0.014982269,0.0053929556,0.057082083],"study_design_scores_gemma":[9.483417e-7,0.0000022926276,0.00003141498,0.0000059889444,0.0000026731852,0.000011651156,0.0000021821525,0.9940055,0.00014521444,0.004622819,0.0011666039,0.0000026380812],"about_ca_topic_score_codex":0.0132311545,"about_ca_topic_score_gemma":0.015047526,"teacher_disagreement_score":0.0132311545,"about_ca_system_score_codex":0.0008682449,"about_ca_system_score_gemma":0.00060625945,"threshold_uncertainty_score":0.026308298},"labels":[],"label_agreement":null},{"id":"W2487957921","doi":"10.1142/9789812770462_0010","title":"Imports, Exports, and Prices in Alberta's Deregulated Power Market","year":2007,"lang":"en","type":"preprint","venue":"WORLD SCIENTIFIC eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Market power; International economics; Economics; Business; Power (physics); International trade; Monetary economics; Natural resource economics; Market economy","score_opus":0.01594557333857182,"score_gpt":0.27779363307019944,"score_spread":0.2618480597316276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487957921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605569,0.0008022037,0.00042522495,0.003608029,0.000051242198,0.000017088447,0.0042545963,0.000041593354,0.030243073],"genre_scores_gemma":[0.9826669,0.00043850174,0.00013624565,0.00016060582,0.000029676412,0.0000037369223,0.0015309128,0.000009535688,0.015023801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99966955,0.000037224258,0.000013253011,0.00003353519,0.00014701881,0.0000993613],"domain_scores_gemma":[0.998014,0.0006956169,0.0004057414,0.0000560584,0.00059616554,0.000232511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000676475,0.00021123925,0.0002564425,0.00089933677,0.0009908803,0.003565081,0.00069699145,0.00053804944,0.014090939],"category_scores_gemma":[0.002384676,0.00018598532,0.00026341257,0.0022185165,0.00086816336,0.0007877996,0.0005382074,0.0009190933,0.0003200294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001082849,0.00041425988,0.72041357,0.00020603031,0.00033878812,0.0018066538,0.002669006,0.073803775,0.0019407517,0.111689106,0.050748724,0.03488655],"study_design_scores_gemma":[0.000121816935,0.00006335541,0.90508205,0.000099207944,0.0001566092,0.000085649765,0.0060532303,0.043024365,0.001243142,0.019166447,0.024805887,0.00009839245],"about_ca_topic_score_codex":0.9494112,"about_ca_topic_score_gemma":0.97227186,"teacher_disagreement_score":0.050588787,"about_ca_system_score_codex":0.016809722,"about_ca_system_score_gemma":0.011260051,"threshold_uncertainty_score":0.12196368},"labels":[],"label_agreement":null},{"id":"W2489047044","doi":"10.1142/9789814525466_0010","title":"Wireless Rechargeable Sensor Networks in the Smart Grid","year":2014,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Energy Harvesting in Wireless Networks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Wireless sensor network; Smart grid; Wireless; Computer science; Computer network; Grid; Telecommunications; Electrical engineering; Engineering; Geography","score_opus":0.01715645333332004,"score_gpt":0.194511579445377,"score_spread":0.17735512611205695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2489047044","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049726567,0.45263135,0.15427136,0.007649704,0.007272536,0.00007882903,0.00017728127,0.0005710268,0.37237525],"genre_scores_gemma":[0.058365826,0.36137787,0.038032435,0.0018813786,0.0038938706,0.00008791742,0.00022646894,0.0002114858,0.53592277],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999869,0.000027190643,0.000006693811,0.000022948321,0.00006594462,0.000008274255],"domain_scores_gemma":[0.9998951,0.000062252315,0.0000063690886,0.00001123652,0.000018240307,0.000006892093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023429081,0.0005505108,0.0003432766,0.000481153,0.00021922644,0.0010338337,0.0005477755,0.0007456022,0.007024506],"category_scores_gemma":[0.00030889505,0.0002841054,0.00019301356,0.0014248908,0.00055717543,0.0023392253,0.0005419251,0.001108933,0.0027216054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040203886,0.00007387577,0.00014195508,0.00083742925,0.000023598923,0.00014322667,0.00023374769,0.011352785,0.005086568,0.27359053,0.11824533,0.5902307],"study_design_scores_gemma":[0.0000061816263,0.000039480787,0.0002710949,0.00037964195,0.000010619333,0.00027824906,0.00009446638,0.011272189,0.0015744104,0.114381894,0.87167484,0.000017014354],"about_ca_topic_score_codex":0.0004750571,"about_ca_topic_score_gemma":0.0009620058,"teacher_disagreement_score":0.007024506,"about_ca_system_score_codex":0.0004140141,"about_ca_system_score_gemma":0.00025993155,"threshold_uncertainty_score":0.02349931},"labels":[],"label_agreement":null},{"id":"W2490203380","doi":"10.1142/9789814293006_0005","title":"THE ENVIRONMENTAL HYDRAULICS OF TURBULENT BOUNDARY LAYERS","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Hydraulics; Turbulence; Boundary (topology); Geology; Environmental science; Mechanics; Engineering; Physics; Aerospace engineering; Mathematics; Mathematical analysis","score_opus":0.006285040328848856,"score_gpt":0.1717562930239003,"score_spread":0.16547125269505145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490203380","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025196599,0.07355754,0.28881702,0.01124448,0.004240339,0.000056648598,0.00043358313,0.00045785462,0.5959959],"genre_scores_gemma":[0.60232973,0.0661789,0.030479247,0.0013825884,0.004685176,0.00014353532,0.00032844348,0.00038474705,0.29408756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998441,0.000038898685,0.000005732343,0.000022709815,0.000068622125,0.0000199765],"domain_scores_gemma":[0.9998635,0.0000668231,0.000010120329,0.000015825386,0.0000310302,0.0000127018975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024621148,0.0004126488,0.00040324774,0.00058100524,0.0005638193,0.0018709546,0.0006274191,0.0011363719,0.003470664],"category_scores_gemma":[0.00074046466,0.0004612784,0.00037893275,0.0007462056,0.002582121,0.0021904306,0.00082964177,0.001406276,0.0005176668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008430424,0.000009721494,0.00011789699,0.00006496272,0.0000063540847,0.000069569374,0.00010923714,0.022766609,0.00082172506,0.9501702,0.0076537714,0.01820154],"study_design_scores_gemma":[0.000009873576,0.000013232798,0.0006596882,0.000074064825,0.0000072369917,0.00010077359,0.000099974495,0.033905264,0.00065224705,0.84113634,0.1233121,0.00002913094],"about_ca_topic_score_codex":0.0026736187,"about_ca_topic_score_gemma":0.0022975795,"teacher_disagreement_score":0.003470664,"about_ca_system_score_codex":0.0009538306,"about_ca_system_score_gemma":0.0011836693,"threshold_uncertainty_score":0.011610508},"labels":[],"label_agreement":null},{"id":"W2490498881","doi":"10.1142/9789814313513_0007","title":"China's Demographic Dividends: Past Gains and Future Pains","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"China; Dividend; Economics; Development economics; Political science; History; Finance; Archaeology","score_opus":0.03230927493411181,"score_gpt":0.2735157727118859,"score_spread":0.24120649777777406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490498881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44434392,0.073057234,0.0012887309,0.09246284,0.0030827874,0.00009977277,0.008835793,0.0002806559,0.3765483],"genre_scores_gemma":[0.8239363,0.028262254,0.00096923776,0.0034415196,0.0011326006,0.00006824348,0.0027861123,0.000039286937,0.13936453],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998056,0.000016621523,0.0000072095704,0.000020392246,0.00007021453,0.000080025406],"domain_scores_gemma":[0.99973327,0.0000283694,0.000039043844,0.000018278517,0.00008767373,0.00009326841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059477263,0.0003114013,0.00021400668,0.0014591771,0.001257716,0.00154252,0.00038789673,0.00046217514,0.020372322],"category_scores_gemma":[0.00069678825,0.00012110031,0.0002568308,0.0035847842,0.00068944826,0.0015188204,0.0009167385,0.0009638627,0.0007071054],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019147925,0.00008412631,0.05799608,0.0005644678,0.000044435277,0.00054549734,0.005094406,0.0014173021,0.0009067221,0.2402755,0.20858702,0.48429295],"study_design_scores_gemma":[0.000029793282,0.00009907454,0.3584748,0.00036044975,0.00003256201,0.00017695884,0.0048209545,0.0018035237,0.00060992467,0.024248522,0.60928845,0.000055003733],"about_ca_topic_score_codex":0.12764172,"about_ca_topic_score_gemma":0.25055274,"teacher_disagreement_score":0.12764172,"about_ca_system_score_codex":0.0050071236,"about_ca_system_score_gemma":0.006282619,"threshold_uncertainty_score":0.25379753},"labels":[],"label_agreement":null},{"id":"W2491259716","doi":"10.1142/9789812701404_0006","title":"The Meso-Scale Level of Self-Maintained Reflective Systems","year":2005,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Scale (ratio); Computer science; Geography; Cartography","score_opus":0.039006442396963804,"score_gpt":0.2648494188296197,"score_spread":0.2258429764326559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2491259716","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21329126,0.0066910246,0.31039035,0.0074137617,0.0005594632,0.00013141482,0.00020932007,0.0012770818,0.46003634],"genre_scores_gemma":[0.9491813,0.0007916805,0.032853495,0.00030472703,0.00016219453,0.0000897471,0.000059968275,0.00011311616,0.016443841],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999551,0.00011520108,0.000014791258,0.00012158077,0.0001277013,0.00006966479],"domain_scores_gemma":[0.9990183,0.000355564,0.00006260001,0.0003708639,0.00009680553,0.000095747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005423036,0.00021717926,0.000385464,0.0005275993,0.0013300887,0.005181091,0.0013230167,0.0016111203,0.004872215],"category_scores_gemma":[0.0024288704,0.00045719693,0.0002963569,0.0004017582,0.0067625213,0.0054874057,0.0016963135,0.0023824594,0.00070098566],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005085405,0.000008364442,0.00016106648,0.000020482072,0.0000066871517,0.000053443036,0.00054389576,0.0017583619,0.0016039847,0.991706,0.0007865719,0.0033460641],"study_design_scores_gemma":[0.000006268949,0.000010723063,0.00046984738,0.000014972785,0.00000550039,0.00007573709,0.00018351944,0.008982165,0.0006267939,0.9782946,0.011317434,0.000012445128],"about_ca_topic_score_codex":0.0007745144,"about_ca_topic_score_gemma":0.00057389634,"teacher_disagreement_score":0.005181091,"about_ca_system_score_codex":0.0011249,"about_ca_system_score_gemma":0.000600413,"threshold_uncertainty_score":0.016299129},"labels":[],"label_agreement":null},{"id":"W2491470045","doi":"10.1142/9789814612449_0011","title":"WEATHER RISKS AND ASSOCIATED ASSET CLASSES","year":2014,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asset (computer security); Business; Actuarial science; Environmental science; Computer science; Computer security","score_opus":0.03938308214961498,"score_gpt":0.24582913533798617,"score_spread":0.2064460531883712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2491470045","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021793278,0.023874644,0.0055254456,0.003426472,0.00071588845,0.000038524526,0.001306255,0.00007790581,0.94324154],"genre_scores_gemma":[0.50234985,0.0636689,0.0039324192,0.00079614215,0.0016356994,0.00008933652,0.002726055,0.0000914884,0.42471007],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998975,0.000016796363,0.0000041228277,0.000013131518,0.000045491484,0.000022907867],"domain_scores_gemma":[0.9998853,0.00003084982,0.000024051356,0.000010971523,0.000025051824,0.000023771921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015149888,0.00042355355,0.00014712408,0.0009168635,0.00065830234,0.002467011,0.00025362143,0.0003670802,0.02360304],"category_scores_gemma":[0.0007148243,0.000109409004,0.00016227372,0.0013358009,0.00055588083,0.0014481132,0.00082009454,0.00101346,0.0032363432],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037133283,0.000042327134,0.0040510213,0.0000871243,0.000021376156,0.00016437967,0.00092822185,0.0036059145,0.00020124244,0.6882453,0.11065138,0.19196455],"study_design_scores_gemma":[0.0000041770318,0.000026060754,0.00980071,0.00031155144,0.000011124017,0.00030379483,0.0011134626,0.0016128861,0.0001397337,0.34814516,0.6385103,0.000021105769],"about_ca_topic_score_codex":0.0037085775,"about_ca_topic_score_gemma":0.0047208215,"teacher_disagreement_score":0.02360304,"about_ca_system_score_codex":0.00083361904,"about_ca_system_score_gemma":0.00045211325,"threshold_uncertainty_score":0.07896006},"labels":[],"label_agreement":null},{"id":"W2491611065","doi":"10.1142/9789812702838_0178","title":"DOWNSCALING GLOBAL CLIMATE MODEL OUTPUTS TO STUDY THE HYDROLOGIC IMPACT OF CLIMATE CHANGE PART I: CALIBRATION AND VALIDATION OF DOWNSCALING MODELS","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Downscaling; Climate change; Environmental science; Calibration; Climatology; Climate model; Model validation; General Circulation Model; Geology; Computer science; Data science; Oceanography; Mathematics; Statistics","score_opus":0.05358842933643314,"score_gpt":0.2720097255087007,"score_spread":0.21842129617226752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2491611065","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18348397,0.0036795232,0.7638043,0.0009187498,0.00065046246,0.0002830186,0.003530833,0.003798174,0.039850943],"genre_scores_gemma":[0.4588971,0.0053534596,0.49920827,0.00030509493,0.00015282807,0.00034720422,0.008292336,0.0028576248,0.02458604],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997508,0.000053348613,0.0000147727,0.000045992056,0.00012168327,0.000013420687],"domain_scores_gemma":[0.99947065,0.00019802032,0.000042966236,0.0001453479,0.0001344842,0.000008502063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093916553,0.0006588961,0.0003963273,0.0003502,0.00023322745,0.0007102215,0.0006956921,0.0005001938,0.0024000623],"category_scores_gemma":[0.0027582715,0.00039858054,0.0004102597,0.0009491244,0.00033836567,0.0010946504,0.00046352125,0.00075992325,0.0006561077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007107943,0.00009458778,0.0056683277,0.00022710649,0.000114202405,0.0000645786,0.00020458802,0.6154323,0.023720352,0.010793747,0.017124819,0.32648426],"study_design_scores_gemma":[0.000028769606,0.000063395564,0.008987001,0.00009028252,0.000053277457,0.00005816045,0.00008046536,0.8699187,0.06847744,0.013105086,0.03909985,0.000037586964],"about_ca_topic_score_codex":0.0086327605,"about_ca_topic_score_gemma":0.008588664,"teacher_disagreement_score":0.0086327605,"about_ca_system_score_codex":0.0006197338,"about_ca_system_score_gemma":0.00071373885,"threshold_uncertainty_score":0.017165005},"labels":[],"label_agreement":null},{"id":"W2491640350","doi":"10.1142/9789814719230_0001","title":"An overview of Serre's <i>p</i>-adic modular forms","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Algebra and Geometry","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Modular design; Mathematics; Linguistics; Computer science; Programming language; Philosophy","score_opus":0.09329755374200205,"score_gpt":0.33663445984816975,"score_spread":0.2433369061061677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2491640350","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034723566,0.11370271,0.034928665,0.0024164002,0.0027323987,0.00003724488,0.0002294395,0.00039064718,0.8420902],"genre_scores_gemma":[0.12445151,0.2561418,0.052922674,0.0027951372,0.009420953,0.00018175767,0.00085287157,0.0008451312,0.5523882],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997298,0.00007273222,0.000019616202,0.000047349517,0.000101918304,0.000028512024],"domain_scores_gemma":[0.9998778,0.00004577358,0.0000112355,0.000017344772,0.000033464054,0.000014324108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063007046,0.0011005208,0.00062311237,0.0031120174,0.00090628845,0.0026385176,0.00080412923,0.00076329627,0.015606069],"category_scores_gemma":[0.0006165686,0.0004942248,0.00053824537,0.003431699,0.0017853779,0.0041083936,0.0010332607,0.0026697489,0.007917368],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000085535985,0.000012605522,0.000031622836,0.00026567574,0.0000042635693,0.000048167407,0.00023870522,0.00028682622,0.0005432062,0.88704866,0.03218098,0.07933075],"study_design_scores_gemma":[0.000004493212,0.000028056504,0.00014280481,0.00018900583,0.0000048213083,0.00045790806,0.000066174085,0.00044072073,0.00037991922,0.3375178,0.6607509,0.00001730609],"about_ca_topic_score_codex":0.00044058484,"about_ca_topic_score_gemma":0.0006263947,"teacher_disagreement_score":0.015606069,"about_ca_system_score_codex":0.0011332473,"about_ca_system_score_gemma":0.00068992516,"threshold_uncertainty_score":0.05220753},"labels":[],"label_agreement":null},{"id":"W2491786222","doi":"10.1142/9789814343725_0006","title":"The Role of Fibrocytes in Wound Repair and Hypertrophic Scarring","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fibrocyte; Hypertrophic scar; Medicine; Dermatology; Pathology","score_opus":0.026010000893486034,"score_gpt":0.24181000367729244,"score_spread":0.2158000027838064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2491786222","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017702527,0.814165,0.0026348745,0.0026900258,0.0035623612,0.000028730778,0.0000724031,0.000035462923,0.17504083],"genre_scores_gemma":[0.014956914,0.54314166,0.004552978,0.003982066,0.0034556526,0.000089071335,0.00012082123,0.000052303,0.4296485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999205,0.00001518259,0.0000042866545,0.000013276772,0.000037350223,0.000009422267],"domain_scores_gemma":[0.99991906,0.00005084018,0.0000043369505,0.0000044268904,0.000013407926,0.000007987142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027514398,0.0005600189,0.00041751712,0.00090069894,0.00043966292,0.0012750055,0.00042190938,0.0009540266,0.009040164],"category_scores_gemma":[0.00020500516,0.00021359857,0.0002512771,0.0007097986,0.00092617515,0.001250528,0.0006699625,0.0019346497,0.0026993144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012298948,0.000122535,0.00015413838,0.002191092,0.000017828219,0.0009559213,0.00088099844,0.00061556883,0.03715281,0.18694367,0.1199881,0.65085435],"study_design_scores_gemma":[0.000008033719,0.000038702812,0.00033638335,0.00036418086,0.000007641479,0.0006854649,0.00009384325,0.000081972226,0.0020337768,0.019778483,0.97656316,0.0000083279265],"about_ca_topic_score_codex":0.00072270003,"about_ca_topic_score_gemma":0.0016992553,"teacher_disagreement_score":0.009040164,"about_ca_system_score_codex":0.0004729387,"about_ca_system_score_gemma":0.0004195237,"threshold_uncertainty_score":0.030242383},"labels":[],"label_agreement":null},{"id":"W2492246656","doi":"10.1142/9789814273398_0016","title":"OPTIMIZATION OF REJECTION PARAMETERS TO ENHANCE RELIABILITY IN HANDWRITING RECOGNITION","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Handwriting; Reliability (semiconductor); Computer science; Speech recognition; Pattern recognition (psychology); Artificial intelligence; Reliability engineering; Engineering; Physics","score_opus":0.02569936363401142,"score_gpt":0.24168631545203673,"score_spread":0.2159869518180253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2492246656","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06972735,0.0009115955,0.92604965,0.0000655443,0.00005434435,0.000037308957,0.000029006354,0.0015356878,0.0015895112],"genre_scores_gemma":[0.6632728,0.0004441212,0.32970807,0.00008369541,0.00007831467,0.000074372256,0.00015051775,0.0006558827,0.005532304],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996557,0.000063634994,0.000029326626,0.00007556194,0.00013352881,0.000042215925],"domain_scores_gemma":[0.9984092,0.00075854984,0.00024629242,0.0001376881,0.00041630818,0.000031998956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059769355,0.00092135597,0.00066623423,0.00046041826,0.00020967927,0.00077016145,0.00096105767,0.00097304536,0.0018954445],"category_scores_gemma":[0.002461119,0.00037426664,0.0003851727,0.00042862073,0.00026090856,0.0007641911,0.00032101208,0.0008401369,0.0009299204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005241962,0.00034304737,0.0006083177,0.0002388003,0.000060280396,0.00011358635,0.00011433691,0.15071422,0.37549782,0.0012736345,0.001504327,0.46900743],"study_design_scores_gemma":[0.000044699125,0.00039797727,0.0010636593,0.00002683888,0.000074141004,0.00026445484,0.000027412587,0.8209105,0.17416863,0.0009034705,0.0020854485,0.00003273665],"about_ca_topic_score_codex":0.0006036616,"about_ca_topic_score_gemma":0.0008936036,"teacher_disagreement_score":0.0018954445,"about_ca_system_score_codex":0.0002953373,"about_ca_system_score_gemma":0.00023926765,"threshold_uncertainty_score":0.006340921},"labels":[],"label_agreement":null},{"id":"W2492963788","doi":"10.1142/9789814366700_0006","title":"The Role of CREB and CREB Co-activators in Memory Formation","year":2012,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Receptor Mechanisms and Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"CREB; Neuroscience; Psychology; Computer science; Biology; Transcription factor; Genetics; Gene","score_opus":0.011017811624544759,"score_gpt":0.22056271918690143,"score_spread":0.20954490756235666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2492963788","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027183382,0.6921011,0.022545302,0.00863213,0.0027804135,0.000060362378,0.00032247242,0.00027075436,0.2461041],"genre_scores_gemma":[0.2625491,0.43674788,0.01971115,0.0029822523,0.002289663,0.0003238654,0.00040081193,0.00015489192,0.27484044],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999101,0.000008531107,0.0000033275921,0.000022480588,0.000032301552,0.000023246239],"domain_scores_gemma":[0.9999368,0.000027687589,0.0000055842393,0.0000069459347,0.000011218593,0.00001178968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003082302,0.0005585218,0.00037503993,0.00050121295,0.00048643988,0.001512437,0.00095146266,0.0011181362,0.0047795186],"category_scores_gemma":[0.00031962473,0.00026366382,0.0003055452,0.00054551027,0.0012719659,0.001846633,0.0006417374,0.001985031,0.0015346382],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046024052,0.00014116512,0.00024773894,0.0011178518,0.0000441404,0.00048347883,0.0005424055,0.0014033512,0.10798986,0.38509157,0.028753571,0.47372463],"study_design_scores_gemma":[0.00008913877,0.00018491731,0.0025387318,0.0004280555,0.00006628149,0.0010347347,0.00038627136,0.0015505234,0.06730453,0.25799718,0.6683449,0.000074826945],"about_ca_topic_score_codex":0.0011888767,"about_ca_topic_score_gemma":0.0017378762,"teacher_disagreement_score":0.0047795186,"about_ca_system_score_codex":0.00094388623,"about_ca_system_score_gemma":0.0007530916,"threshold_uncertainty_score":0.015989065},"labels":[],"label_agreement":null},{"id":"W2493223102","doi":"10.1142/9789812569370_0017","title":"Progress in Islet Transplantation","year":2005,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Transplantation; Medicine; Internal medicine; Insulin","score_opus":0.022574576209604822,"score_gpt":0.25633970290591485,"score_spread":0.23376512669631003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493223102","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008257476,0.61432344,0.0053717773,0.018408326,0.017409598,0.000022445814,0.000053874806,0.00015232194,0.34343252],"genre_scores_gemma":[0.011583204,0.5818703,0.006907063,0.01694467,0.011170258,0.00005341767,0.00014299563,0.00015388726,0.3711741],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972147,0.000078617784,0.000012277979,0.000034251327,0.00011945338,0.000033948567],"domain_scores_gemma":[0.9997204,0.00014121296,0.000010773927,0.000027780083,0.000046998437,0.000052944313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013585311,0.0005329578,0.00057348463,0.0008900054,0.00060950243,0.0033551687,0.000769477,0.0012237809,0.020700388],"category_scores_gemma":[0.001055192,0.00023149584,0.00033253452,0.0009467436,0.0013603217,0.0032919263,0.0016856103,0.0042772396,0.0077399244],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045458048,0.00008874099,0.00011954122,0.0007266306,0.000010647572,0.00013261758,0.00032735072,0.00030227634,0.00084108673,0.143997,0.32568654,0.5277222],"study_design_scores_gemma":[0.000004729316,0.000011316438,0.00008814801,0.00025725333,0.0000032270766,0.00015068063,0.00005029247,0.00005854902,0.00013764213,0.019206464,0.9800285,0.0000032618111],"about_ca_topic_score_codex":0.0006960108,"about_ca_topic_score_gemma":0.0014716744,"teacher_disagreement_score":0.020700388,"about_ca_system_score_codex":0.0008735233,"about_ca_system_score_gemma":0.00127261,"threshold_uncertainty_score":0.06924975},"labels":[],"label_agreement":null},{"id":"W2493611676","doi":"10.1142/9789814602167_0004","title":"Whole Genome Sequencing in Autism: Clinical Translation","year":2014,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Centre for Global Health Research; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Autism; Translation (biology); Computational biology; Whole genome sequencing; Biology; Genome; Genetics; Psychology; Gene; Developmental psychology","score_opus":0.13371534877997324,"score_gpt":0.3387729502865224,"score_spread":0.20505760150654914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493611676","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000693655,0.5808263,0.03751069,0.1283725,0.06516292,0.00010120316,0.0013474067,0.00106471,0.18492065],"genre_scores_gemma":[0.008991807,0.58521134,0.043081563,0.06803906,0.044289973,0.00028845776,0.0012431571,0.0012368627,0.24761775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993931,0.00017121917,0.00006917168,0.000092282346,0.00023943937,0.000034692326],"domain_scores_gemma":[0.9977581,0.0015437566,0.000059920163,0.00014245044,0.00036550072,0.00013032093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002845368,0.00083764334,0.00072720967,0.0017170911,0.00040773436,0.0024444389,0.0011220804,0.0036244276,0.020458978],"category_scores_gemma":[0.0060635107,0.00050382066,0.00047464066,0.0011961961,0.0022573392,0.0031400435,0.001655926,0.0043281447,0.011271248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032287633,0.000024164985,0.000078215824,0.0007155169,0.000014794288,0.00018075651,0.000105095314,0.00040803372,0.0007080126,0.058570556,0.57721436,0.3619482],"study_design_scores_gemma":[0.000011397284,0.000016129545,0.00019747514,0.00063342496,0.000007736834,0.0005199513,0.000030877585,0.00017987503,0.00027308153,0.03616447,0.9619511,0.000014587221],"about_ca_topic_score_codex":0.002287887,"about_ca_topic_score_gemma":0.0038886725,"teacher_disagreement_score":0.020458978,"about_ca_system_score_codex":0.0015129087,"about_ca_system_score_gemma":0.0015288695,"threshold_uncertainty_score":0.06844205},"labels":[],"label_agreement":null},{"id":"W2493638916","doi":"10.1142/9789814338950_0004","title":"Capital Flows and Monetary Policy: Evidence from Pre-Crises ASEAN Economies","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Economics; Capital flows; Monetary policy; Capital (architecture); Monetary economics; International economics; Macroeconomics; Economy; Market economy; Geography; Liberalization","score_opus":0.055041928366844184,"score_gpt":0.22866956116356643,"score_spread":0.17362763279672225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493638916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827822,0.0023563958,0.00007606048,0.0006025295,0.000008232116,0.000005724963,0.000478228,0.0000058730807,0.013684838],"genre_scores_gemma":[0.9950054,0.003436176,0.00004767599,0.000065377615,0.000017292281,0.0000050101735,0.0005526566,0.00000251899,0.00086786103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99977535,0.00009708237,0.000020108211,0.000021267977,0.000042365413,0.000043830663],"domain_scores_gemma":[0.9975885,0.0009265846,0.00085840904,0.00013406108,0.0003509385,0.00014153865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008448158,0.00023341563,0.00022042448,0.0010303555,0.0008281916,0.0015110242,0.00029210796,0.00035402653,0.0029144888],"category_scores_gemma":[0.0027154232,0.00016141061,0.00020690782,0.003013823,0.0009467748,0.0011503911,0.0007909204,0.00076085003,0.00040569695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011451095,0.0006232675,0.85314536,0.00050065725,0.00041384046,0.003446976,0.011907715,0.009342668,0.0011220186,0.033230856,0.017450761,0.06767077],"study_design_scores_gemma":[0.00003924706,0.00011012528,0.9782779,0.00015045852,0.00006285818,0.00026251073,0.0049261223,0.0015436736,0.0004580395,0.0025864958,0.011554378,0.00002826288],"about_ca_topic_score_codex":0.030605335,"about_ca_topic_score_gemma":0.038327184,"teacher_disagreement_score":0.030605335,"about_ca_system_score_codex":0.00086989027,"about_ca_system_score_gemma":0.0005599065,"threshold_uncertainty_score":0.060854435},"labels":[],"label_agreement":null},{"id":"W2493797363","doi":"10.1142/9789814449243_0063","title":"DISORDERED BOSE EINSTEIN CONDENSATES WITH INTERACTION","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Cold Atom Physics and Bose-Einstein Condensates","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Bose–Einstein condensate; Physics; Condensed matter physics","score_opus":0.015806759509409775,"score_gpt":0.21950633354494148,"score_spread":0.2036995740355317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493797363","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09150856,0.029577527,0.047136202,0.0043976516,0.002038283,0.00008523378,0.0003776098,0.00037171046,0.8245072],"genre_scores_gemma":[0.62243843,0.013376102,0.01800444,0.0013589138,0.0013810591,0.00013272656,0.00046265015,0.00020356754,0.34264204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99984765,0.000029443914,0.0000058296587,0.000017122935,0.000075043536,0.000024772731],"domain_scores_gemma":[0.99992394,0.000027194836,0.0000064619276,0.000016268727,0.000013328171,0.000012844645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001985786,0.00043512654,0.00044174705,0.0005776723,0.0009046053,0.0012550659,0.0005173094,0.00046991644,0.0051197493],"category_scores_gemma":[0.0003668925,0.000275895,0.00018219888,0.0008082122,0.0023421182,0.001202631,0.00088052655,0.0010470075,0.00079006393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019519526,0.000014396146,0.000037870203,0.00006417522,0.0000042691754,0.00003167827,0.00012415102,0.00075459154,0.0020244895,0.98475385,0.0059593087,0.006211599],"study_design_scores_gemma":[0.000027990189,0.000012160233,0.00017013012,0.000023475839,0.0000054514576,0.00012313429,0.00004796919,0.0049885283,0.0020693634,0.9025201,0.08999806,0.000013638415],"about_ca_topic_score_codex":0.0013331523,"about_ca_topic_score_gemma":0.0016532195,"teacher_disagreement_score":0.0051197493,"about_ca_system_score_codex":0.0010348695,"about_ca_system_score_gemma":0.0005297516,"threshold_uncertainty_score":0.017127216},"labels":[],"label_agreement":null},{"id":"W2494118417","doi":"10.1142/9789814397810_0013","title":"South–South Cooperation and Emerging Economies: Insights from Health Sector Cooperation between India and Brazil","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"South–South cooperation; Emerging markets; Economy; Economic geography; Business; Geography; Development economics; Economics; China; Archaeology","score_opus":0.017891072132555728,"score_gpt":0.2341593170829076,"score_spread":0.21626824495035188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494118417","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13753647,0.030171456,0.0021326737,0.03847358,0.00023412978,0.00006761445,0.00007270884,0.000022569217,0.79128885],"genre_scores_gemma":[0.9589655,0.014519216,0.00088342046,0.0012409721,0.000081207545,0.0000516853,0.000038462735,0.000017601027,0.024202103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926907,0.00033159144,0.00001674938,0.00004319341,0.00010032286,0.00023909616],"domain_scores_gemma":[0.99888283,0.00080377294,0.000095454125,0.000045383345,0.00006442803,0.0001080674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012695561,0.00028195154,0.0002221417,0.00086248526,0.003311969,0.0053350944,0.00056194456,0.0008292893,0.003404089],"category_scores_gemma":[0.0017377035,0.00014785651,0.00029096645,0.0028634788,0.0057491153,0.0027388195,0.003317546,0.0016203607,0.00012614239],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014451786,0.00001897542,0.00143138,0.00011983847,0.0000073187603,0.0005438971,0.047235858,0.00018631798,0.00021722825,0.9272173,0.0036563543,0.019351015],"study_design_scores_gemma":[0.000037848346,0.00005679093,0.028626256,0.0014086352,0.00006771021,0.0008447218,0.16500501,0.0008346369,0.00043319806,0.29006022,0.51259536,0.000029532453],"about_ca_topic_score_codex":0.040721618,"about_ca_topic_score_gemma":0.10785989,"teacher_disagreement_score":0.040721618,"about_ca_system_score_codex":0.0067750462,"about_ca_system_score_gemma":0.011882758,"threshold_uncertainty_score":0.080969214},"labels":[],"label_agreement":null},{"id":"W2494179991","doi":"10.1142/9789812778178_0005","title":"Measurability of dumb hole radiation?","year":2002,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advancements in Photolithography Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Radiation; Physics; Optics","score_opus":0.021767617628242957,"score_gpt":0.22504383170449682,"score_spread":0.20327621407625387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494179991","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14071971,0.01908247,0.5892998,0.009705444,0.0025199505,0.0001399207,0.00084519974,0.0025235938,0.235164],"genre_scores_gemma":[0.95447654,0.003917373,0.023375716,0.00095473946,0.00042736068,0.00009845211,0.00019301906,0.00034299548,0.01621374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970879,0.0009385098,0.00007759057,0.00069751975,0.0010304388,0.00016803542],"domain_scores_gemma":[0.99185574,0.0032868697,0.0006071623,0.0033316726,0.00067721354,0.00024131173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026549743,0.00086886936,0.00090798986,0.0010849445,0.0008880804,0.0029348778,0.0018549389,0.001995268,0.008465304],"category_scores_gemma":[0.019119158,0.000685203,0.0004542198,0.0007595754,0.0053369342,0.0069989525,0.002208705,0.0022111572,0.0019420709],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006014778,0.00011244477,0.005463487,0.0007178961,0.00013585098,0.0003941001,0.0008160412,0.0058598677,0.111315705,0.75184494,0.006159585,0.11657853],"study_design_scores_gemma":[0.000045455374,0.0003358553,0.009142211,0.0003817837,0.00010515627,0.0015403936,0.0008041106,0.03171641,0.2647535,0.64840233,0.04257943,0.00019337011],"about_ca_topic_score_codex":0.0005340921,"about_ca_topic_score_gemma":0.00031403892,"teacher_disagreement_score":0.008465304,"about_ca_system_score_codex":0.0012201959,"about_ca_system_score_gemma":0.0003855327,"threshold_uncertainty_score":0.02831924},"labels":[],"label_agreement":null},{"id":"W2495012804","doi":"10.1142/9789814273398_0015","title":"WORD SPOTTING TECHNIQUES IN DOCUMENT ANALYSIS AND RETRIEVAL — A COMPREHENSIVE SURVEY","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Spotting; Word (group theory); Computer science; Information retrieval; Keyword spotting; Natural language processing; Artificial intelligence; Linguistics","score_opus":0.03145028385643448,"score_gpt":0.2460163346021133,"score_spread":0.21456605074567883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495012804","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010820533,0.40714103,0.56081074,0.0013412365,0.00075020787,0.00051293464,0.0019738455,0.0062055453,0.0104439575],"genre_scores_gemma":[0.029744014,0.3469303,0.59595186,0.00085490145,0.0014748492,0.000610327,0.0061867377,0.0017206316,0.016526453],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99497557,0.00082671625,0.0008635972,0.00072019914,0.002440756,0.00017314113],"domain_scores_gemma":[0.9836686,0.0106147425,0.00072068814,0.0010876288,0.003672421,0.00023593985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005034427,0.0020224892,0.0032557778,0.015400818,0.0009319062,0.0045352294,0.0031601784,0.0015391192,0.007284359],"category_scores_gemma":[0.012291723,0.0011290277,0.00157783,0.02374922,0.0014024036,0.009612071,0.0015399613,0.0013107492,0.0076867887],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004620146,0.000055123786,0.00031266198,0.0017409108,0.00003758775,0.000033103224,0.000109766195,0.00058947376,0.003701777,0.0011588823,0.009484451,0.98273015],"study_design_scores_gemma":[0.00016055995,0.0009145845,0.010869685,0.003609333,0.00086460775,0.0056241574,0.0018094374,0.077275336,0.12406543,0.03589291,0.73835796,0.0005561083],"about_ca_topic_score_codex":0.005267899,"about_ca_topic_score_gemma":0.0043353187,"teacher_disagreement_score":0.015400818,"about_ca_system_score_codex":0.0010626521,"about_ca_system_score_gemma":0.0019827348,"threshold_uncertainty_score":0.026624918},"labels":[],"label_agreement":null},{"id":"W2495158513","doi":"10.1142/9789814590006_0007","title":"RELIGIOUS AFFILIATION AND PROPENSITY TO CHRISTIANITY OF CHINESE IN CANADA","year":2014,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Christianity; Religious studies; History; Sociology; Philosophy","score_opus":0.01300592886553931,"score_gpt":0.23328052084473921,"score_spread":0.2202745919791999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495158513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947718,0.0005400323,0.000018445067,0.00057639077,0.000013040303,0.000006524801,0.00052535336,0.0000023937976,0.0035459865],"genre_scores_gemma":[0.9951316,0.0006931605,0.00004250103,0.00009385538,0.0000072703197,0.000004271645,0.0002997929,0.0000042297697,0.0037234353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996068,0.000036788766,0.000015027117,0.0000487167,0.00009558364,0.0001972037],"domain_scores_gemma":[0.99809915,0.00012432801,0.0003444218,0.000033724682,0.0004797065,0.0009186176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033710286,0.00015495237,0.00020792514,0.0011210445,0.003942022,0.0014657401,0.00086317596,0.00038255277,0.0050135325],"category_scores_gemma":[0.0015378923,0.00018207211,0.0002516708,0.0034998714,0.0010206788,0.00040451426,0.00073852815,0.0009811746,0.0002868489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006336679,0.000066808774,0.9745275,0.000021231754,0.000040175488,0.00025381523,0.013399765,0.00007306254,0.00019168959,0.0012881039,0.0026294715,0.0074450662],"study_design_scores_gemma":[0.0000032666426,0.000011128718,0.982323,0.000034904424,0.000013604446,0.000060332095,0.015223172,0.00010822269,0.000036876823,0.00009098033,0.0020819763,0.000012556834],"about_ca_topic_score_codex":0.9897091,"about_ca_topic_score_gemma":0.9968341,"teacher_disagreement_score":0.015486807,"about_ca_system_score_codex":0.015486807,"about_ca_system_score_gemma":0.019739915,"threshold_uncertainty_score":0.112365186},"labels":[],"label_agreement":null},{"id":"W2495224054","doi":"10.1142/9789812835703_0005","title":"Ice Hockey in Canada, The Czech Republic, and Finland","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Czech; Ice hockey; Geography; Political science; Physical medicine and rehabilitation; Medicine; Linguistics; Philosophy","score_opus":0.027491488241559205,"score_gpt":0.18156269809706707,"score_spread":0.15407120985550787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495224054","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18860102,0.016375076,0.00051364396,0.0032522145,0.0005250931,0.0000769732,0.0040152385,0.00007996576,0.7865608],"genre_scores_gemma":[0.6200546,0.013344948,0.0005410107,0.0005778447,0.00006835486,0.00002537046,0.0032757104,0.000079535595,0.36203265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99941957,0.0000150407595,0.000011580135,0.000060142444,0.00015035992,0.00034340646],"domain_scores_gemma":[0.9995963,0.000022824175,0.000022024065,0.000009015225,0.00018901372,0.00016081949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025791567,0.00035590958,0.00017844324,0.0021694822,0.0044561788,0.004014735,0.00074626075,0.0004447321,0.019838046],"category_scores_gemma":[0.0005789125,0.00018629484,0.00025351578,0.0038110458,0.0011236394,0.0009973177,0.0014204518,0.000938919,0.0013145193],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004328521,0.00016975029,0.07808232,0.0007763409,0.00009674,0.0028817058,0.01940439,0.0028654302,0.0016904668,0.34443617,0.2470432,0.30212066],"study_design_scores_gemma":[0.000015457419,0.000019192355,0.15086527,0.0003602614,0.000024037005,0.0002246995,0.016423132,0.0003180609,0.00047997184,0.0021822813,0.82904476,0.00004281293],"about_ca_topic_score_codex":0.95097643,"about_ca_topic_score_gemma":0.9803227,"teacher_disagreement_score":0.04902357,"about_ca_system_score_codex":0.028966341,"about_ca_system_score_gemma":0.038120113,"threshold_uncertainty_score":0.21016645},"labels":[],"label_agreement":null},{"id":"W2495855537","doi":"10.1142/9789814273046_0004","title":"AUTHENTICATION OF SCALABLE MULTIMEDIA STREAMS","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Video Coding and Compression Technologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Scalability; Computer science; Authentication (law); STREAMS; Multimedia; Computer network; Computer security; Database","score_opus":0.04069836932929706,"score_gpt":0.23149014277979804,"score_spread":0.19079177345050097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495855537","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018734494,0.0027148656,0.9347009,0.00046630146,0.0005505278,0.00018700727,0.00024204164,0.0038468204,0.038557082],"genre_scores_gemma":[0.5412745,0.0068110274,0.2951293,0.00036773202,0.0011238845,0.00027015654,0.0018596897,0.00058627274,0.15257747],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994993,0.000059342965,0.000033235287,0.00008402872,0.00026675127,0.000057250552],"domain_scores_gemma":[0.99907327,0.00025966033,0.00006842629,0.00033813034,0.00022561144,0.00003484466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046456253,0.000748484,0.0005572046,0.0008140466,0.0005253261,0.001433468,0.0006734857,0.00077321025,0.011247],"category_scores_gemma":[0.0021023413,0.0002741019,0.0002728384,0.00084594643,0.0005714546,0.0025511843,0.0015098563,0.0008660486,0.0056755887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066237163,0.00006161489,0.00041910293,0.0003237185,0.00003438289,0.00051845243,0.00030492988,0.014858043,0.10028979,0.12890503,0.027059112,0.7265634],"study_design_scores_gemma":[0.00008620234,0.00036282628,0.0010557376,0.00026601233,0.000059345355,0.0018208747,0.00020889685,0.44155687,0.23189017,0.16298792,0.15961164,0.000093516894],"about_ca_topic_score_codex":0.0003464197,"about_ca_topic_score_gemma":0.00031211105,"teacher_disagreement_score":0.011247,"about_ca_system_score_codex":0.00040755255,"about_ca_system_score_gemma":0.00034976157,"threshold_uncertainty_score":0.037625015},"labels":[],"label_agreement":null},{"id":"W2496298258","doi":"10.1142/9789814287890_0015","title":"RENAL AND GENITOURINARY TRAUMA","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Genitourinary system; Medicine; Internal medicine","score_opus":0.03513913276164401,"score_gpt":0.2585353210354579,"score_spread":0.22339618827381388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2496298258","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031029104,0.049878564,0.0017663916,0.002990979,0.006436128,0.000029112512,0.00011613076,0.00008057987,0.9383917],"genre_scores_gemma":[0.0019133219,0.034415662,0.0014720188,0.0021188199,0.0021550362,0.000027778015,0.00010775679,0.0000961315,0.9576935],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980944,0.00003113541,0.000010623277,0.00002300559,0.00010188405,0.000023881297],"domain_scores_gemma":[0.9998523,0.000052630196,0.000009283378,0.000013581379,0.000044516168,0.000027724644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029224364,0.00083487114,0.00050633395,0.0017273797,0.0014328286,0.0027192144,0.00068780134,0.0014012955,0.075174265],"category_scores_gemma":[0.00066794886,0.00028991807,0.00044363886,0.0019583092,0.0012698742,0.0024588187,0.0019404191,0.002990178,0.022510346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012234117,0.000049398375,0.00009628534,0.00032341623,0.000004631893,0.00020504057,0.00048554814,0.00035586275,0.00038107892,0.10995741,0.6461655,0.2419637],"study_design_scores_gemma":[9.832839e-7,0.000003351898,0.00008003615,0.00014103844,0.000001399159,0.00015808654,0.000058450645,0.000031660606,0.000042355823,0.008704886,0.99077505,0.0000026293899],"about_ca_topic_score_codex":0.004136356,"about_ca_topic_score_gemma":0.015000827,"teacher_disagreement_score":0.075174265,"about_ca_system_score_codex":0.0013361603,"about_ca_system_score_gemma":0.0024886003,"threshold_uncertainty_score":0.25148296},"labels":[],"label_agreement":null},{"id":"W2497002025","doi":"10.1142/9789812709677_0017","title":"DISCOVERING MAXIMIZED PROGRESSIVE HIGH-ORDER PATTERNS IN BIOSEQUENCES","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Order (exchange); Computer science; Business","score_opus":0.0373604109659835,"score_gpt":0.27092128412427996,"score_spread":0.23356087315829646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497002025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55807877,0.0013656196,0.4283799,0.00065260474,0.00007492228,0.0001495644,0.0032348963,0.0017483457,0.0063154222],"genre_scores_gemma":[0.7646914,0.0006868534,0.22541837,0.00014576688,0.00009022793,0.00009919915,0.004298809,0.0002785489,0.00429074],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994887,0.000060503982,0.000050896626,0.00016531115,0.00016884273,0.00006569393],"domain_scores_gemma":[0.99673945,0.0019025534,0.00038692768,0.00048392953,0.00032654122,0.00016068578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058101467,0.0004556159,0.0007272218,0.002196026,0.000597289,0.0011664691,0.001046989,0.00072442007,0.002920431],"category_scores_gemma":[0.0057692,0.00048436102,0.00064542744,0.0026808952,0.0006487809,0.0020304644,0.0008625059,0.00086790125,0.000959431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011608384,0.00043402024,0.06214029,0.0009982147,0.00021615882,0.0032990207,0.0010571309,0.054285645,0.07254274,0.0476452,0.010755611,0.7454651],"study_design_scores_gemma":[0.00010669936,0.00038155963,0.028005863,0.00016555861,0.00019007255,0.004029954,0.00069664104,0.7084972,0.036978915,0.20691094,0.01396795,0.000068679125],"about_ca_topic_score_codex":0.0014119161,"about_ca_topic_score_gemma":0.0027076143,"teacher_disagreement_score":0.002920431,"about_ca_system_score_codex":0.0004741295,"about_ca_system_score_gemma":0.0008088089,"threshold_uncertainty_score":0.009769797},"labels":[],"label_agreement":null},{"id":"W2497170927","doi":"10.1142/9789812567512_0002","title":"Storying and Restorying Ourselves: Narrative and Reflection","year":2000,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Christian Studies; University of Toronto; University of Alberta","funders":"","keywords":"Narrative; Reflection (computer programming); History; Psychology; Psychoanalysis; Art; Literature; Computer science","score_opus":0.04849680104983739,"score_gpt":0.2990161919654172,"score_spread":0.2505193909155798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497170927","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15016417,0.026662672,0.020884784,0.13705665,0.0026355616,0.0002517558,0.00022081748,0.00018065378,0.66194296],"genre_scores_gemma":[0.90371615,0.009450778,0.0043798108,0.008072085,0.0006199169,0.0002575395,0.00009937597,0.00032936662,0.07307506],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99152136,0.006867176,0.00009258207,0.00033928608,0.00067299895,0.00050661096],"domain_scores_gemma":[0.98999804,0.007788065,0.0004777051,0.00047471884,0.0005628108,0.00069858023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0081208935,0.0010161434,0.0006850456,0.0018056408,0.014833626,0.018237485,0.0025233955,0.004534037,0.0037624938],"category_scores_gemma":[0.023585048,0.00045839263,0.00035725185,0.0025129009,0.04808005,0.016227815,0.0094178235,0.010019424,0.0005126941],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011890404,0.00001895603,0.00012559434,0.00006156709,0.0000053976587,0.00028453852,0.8235258,0.000059193582,0.00014678313,0.16130887,0.009642421,0.0048090876],"study_design_scores_gemma":[0.000005567229,0.000010574482,0.00018954012,0.00028107615,0.0000061206065,0.00025802862,0.70620745,0.00011810899,0.00026017328,0.04721645,0.2454341,0.000012846183],"about_ca_topic_score_codex":0.0066867927,"about_ca_topic_score_gemma":0.008917143,"teacher_disagreement_score":0.018237485,"about_ca_system_score_codex":0.0049683047,"about_ca_system_score_gemma":0.005359131,"threshold_uncertainty_score":0.04294789},"labels":[],"label_agreement":null},{"id":"W2497379511","doi":"10.1142/9789812772282_0041","title":"CANADIAN ASSOCIATION OF PAEDIATRIC SURGEONS (CAPS): THE FIRST 40 YEARS","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Canadian Paediatric Society; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Association (psychology); Medicine; Family medicine; General surgery; Psychology; Psychotherapist","score_opus":0.023326366713255896,"score_gpt":0.1886459062855047,"score_spread":0.16531953957224882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497379511","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022324065,0.39467582,0.00084033003,0.12451427,0.08737723,0.00013023101,0.0015585447,0.00016172987,0.3885094],"genre_scores_gemma":[0.024678841,0.3477206,0.0025657455,0.022208245,0.009792894,0.000121646706,0.0012739648,0.00016795988,0.5914701],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658585,0.00014690186,0.00008987581,0.00014394063,0.0022787133,0.00075459643],"domain_scores_gemma":[0.99469584,0.00022192468,0.00013843275,0.00008801059,0.0025599808,0.0022958827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040637716,0.0010736996,0.0004944993,0.004172334,0.0055852197,0.0051026763,0.0015984618,0.0032033233,0.026697269],"category_scores_gemma":[0.00672742,0.00064610195,0.00041597174,0.005769881,0.003227782,0.002349774,0.003576919,0.0043675276,0.0052857897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008411729,0.000012332172,0.0003878456,0.00018562701,0.0000029192229,0.00008974153,0.00045391504,0.000096047785,0.000048621896,0.013107321,0.8980345,0.087572716],"study_design_scores_gemma":[0.0000010869428,0.0000015982221,0.00058401184,0.00014043997,9.78527e-7,0.000042072723,0.0001535123,0.000007836736,0.0000098118135,0.0005552368,0.9985,0.000003374072],"about_ca_topic_score_codex":0.789854,"about_ca_topic_score_gemma":0.94402564,"teacher_disagreement_score":0.21014601,"about_ca_system_score_codex":0.032870304,"about_ca_system_score_gemma":0.1654131,"threshold_uncertainty_score":0.42276716},"labels":[],"label_agreement":null},{"id":"W2497749431","doi":"10.1142/9789814571944_0002","title":"Chapter 2: Selective Maintenance for Complex Systems Considering Imperfect Maintenance Efficiency","year":2014,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Imperfect; Computer science; Reliability engineering; Engineering; Philosophy","score_opus":0.0211703506062382,"score_gpt":0.21148624059815316,"score_spread":0.19031588999191495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497749431","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009626851,0.07262767,0.44642332,0.0034144898,0.0058220574,0.00018679452,0.00064422085,0.0007700584,0.46048453],"genre_scores_gemma":[0.14385836,0.07352753,0.112817355,0.0012952045,0.006186814,0.00029728556,0.0010083981,0.001222032,0.65978694],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998647,0.000016950176,0.000004893653,0.000036306126,0.000064239444,0.000012894191],"domain_scores_gemma":[0.999877,0.00006559103,0.0000067840565,0.000015107374,0.00003065939,0.0000049298005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018317174,0.0010528484,0.00071656046,0.00048999675,0.0003268942,0.0010208591,0.0010004529,0.0010765017,0.022419248],"category_scores_gemma":[0.00044150645,0.00044695995,0.0008534262,0.000638011,0.0004792022,0.0011105012,0.0006627237,0.0015872129,0.0038016418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006277734,0.0001540969,0.00031310596,0.0013999172,0.00010198587,0.00022784277,0.0001662361,0.1763394,0.008109417,0.28169325,0.20531408,0.3261179],"study_design_scores_gemma":[0.000019830064,0.000118599964,0.001296887,0.0007258737,0.00006727253,0.0005404709,0.00007474259,0.14984502,0.0044729207,0.3196234,0.5231537,0.000061196515],"about_ca_topic_score_codex":0.0009788475,"about_ca_topic_score_gemma":0.0017867448,"teacher_disagreement_score":0.022419248,"about_ca_system_score_codex":0.0007712873,"about_ca_system_score_gemma":0.0005710927,"threshold_uncertainty_score":0.07499987},"labels":[],"label_agreement":null},{"id":"W2497882088","doi":"10.1142/9789812770943_0003","title":"REAL-TIME AND IN-LINE ULTRASONIC DIAGNOSTICS OF POLYMER PROCESSES","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; National Research Council Canada","funders":"","keywords":"Ultrasonic sensor; Materials science; Line (geometry); Polymer; Acoustics; Composite material; Physics; Mathematics","score_opus":0.023842724482632725,"score_gpt":0.22738760418485915,"score_spread":0.20354487970222643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497882088","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053045448,0.021597574,0.8128596,0.00075666496,0.0007945027,0.0001668767,0.0004468719,0.004562486,0.10577],"genre_scores_gemma":[0.37666866,0.01575149,0.28378922,0.0006930424,0.0007950212,0.00016331494,0.00065391674,0.0008509111,0.32063434],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966466,0.00004063551,0.000008925101,0.000051522988,0.00021155733,0.000022692599],"domain_scores_gemma":[0.9997012,0.0001679764,0.000023717732,0.0000361355,0.00005977588,0.000011056983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002853432,0.0005007655,0.00035105503,0.00041809503,0.00013836988,0.0008449258,0.001031533,0.00067373127,0.0075560827],"category_scores_gemma":[0.0004427392,0.00035150044,0.00013982727,0.00037175044,0.0003487771,0.0010825761,0.00035798465,0.00058608735,0.0027071997],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001922549,0.000099853256,0.00031073263,0.00038301694,0.00001274244,0.00010717188,0.00028557098,0.0014325907,0.5730604,0.007508279,0.0082286885,0.4083786],"study_design_scores_gemma":[0.000034059285,0.00030304183,0.0015731014,0.00010682937,0.0000397027,0.0015593448,0.00010946492,0.025145132,0.8117354,0.004235845,0.15511988,0.000038211],"about_ca_topic_score_codex":0.00016657,"about_ca_topic_score_gemma":0.0003669275,"teacher_disagreement_score":0.0075560827,"about_ca_system_score_codex":0.00022363332,"about_ca_system_score_gemma":0.00016774819,"threshold_uncertainty_score":0.025277615},"labels":[],"label_agreement":null},{"id":"W2497887820","doi":"10.1142/9789812790859_0008","title":"Structure and Dynamics in Viral RNA Packaging","year":2008,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dynamics (music); Virology; Biology; Physics; Acoustics","score_opus":0.02227957429087023,"score_gpt":0.27133636027029795,"score_spread":0.2490567859794277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497887820","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17749572,0.2879652,0.15056002,0.008571529,0.006859195,0.00014650842,0.00036361333,0.0008741734,0.36716402],"genre_scores_gemma":[0.48439866,0.13786799,0.04925808,0.002425414,0.0024248494,0.00036890007,0.0007495678,0.00043932727,0.32206717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99989116,0.000014368326,0.0000049248893,0.000026248308,0.00004893244,0.0000143763045],"domain_scores_gemma":[0.9998927,0.00006288904,0.000009343629,0.00001028359,0.00001329499,0.000011515163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026100635,0.0005049625,0.0005618575,0.00035436268,0.0008754511,0.001652343,0.00075653667,0.0010122972,0.0033834039],"category_scores_gemma":[0.00041785373,0.0008167104,0.00036017658,0.00053906743,0.0011102643,0.00287205,0.0005386303,0.0022027022,0.0017578889],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000134091,0.00011749779,0.00024014016,0.000551466,0.000021481032,0.00055547804,0.0010223648,0.012535638,0.23720029,0.60101473,0.013336328,0.13327047],"study_design_scores_gemma":[0.00003579089,0.00024217133,0.0012264252,0.00023524018,0.00003400154,0.0013487757,0.00049939076,0.027317066,0.13736661,0.5570005,0.27458677,0.000107300664],"about_ca_topic_score_codex":0.0003612214,"about_ca_topic_score_gemma":0.00037809415,"teacher_disagreement_score":0.0033834039,"about_ca_system_score_codex":0.0010773147,"about_ca_system_score_gemma":0.00038446835,"threshold_uncertainty_score":0.011318564},"labels":[],"label_agreement":null},{"id":"W2498044630","doi":"10.1142/9789814273398_0027","title":"A METHOD FOR SYNTHESIS OF A 3D FACE USING A SINGLE 2D IMAGE","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Face (sociological concept); Computer vision; Image (mathematics); Computer science; Artificial intelligence; Sociology; Social science","score_opus":0.03941561368928221,"score_gpt":0.2621078449838291,"score_spread":0.2226922312945469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498044630","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009099813,0.00009303397,0.9958385,0.00002535326,0.000072551935,0.00004167042,0.00005128875,0.00068726734,0.0022803543],"genre_scores_gemma":[0.01248246,0.00022011671,0.9810687,0.000046889916,0.00004238992,0.00008409821,0.00013183425,0.0002669795,0.0056566102],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966514,0.00002541796,0.00001293536,0.000068612,0.00020724445,0.00002058256],"domain_scores_gemma":[0.9998005,0.00007128466,0.000010075231,0.00004790529,0.000057652265,0.0000125375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033689692,0.0009528687,0.0006060159,0.0011041017,0.0004801306,0.0008333419,0.0009725689,0.0010056022,0.01264436],"category_scores_gemma":[0.0005520194,0.0008446854,0.0011059796,0.00060341915,0.00053338363,0.0008149232,0.0011600847,0.0010814794,0.0049924282],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010326214,0.000054057648,0.0001857175,0.00037851033,0.00007969197,0.00023083048,0.0002575471,0.018800005,0.24905735,0.02399494,0.009110176,0.6977478],"study_design_scores_gemma":[0.000075163116,0.00030230888,0.0011580904,0.00015638486,0.00016038699,0.0040834667,0.00017423861,0.5538431,0.27299562,0.023875622,0.14300828,0.00016742467],"about_ca_topic_score_codex":0.001193704,"about_ca_topic_score_gemma":0.002033876,"teacher_disagreement_score":0.01264436,"about_ca_system_score_codex":0.0003229044,"about_ca_system_score_gemma":0.0005408718,"threshold_uncertainty_score":0.04229957},"labels":[],"label_agreement":null},{"id":"W2498049880","doi":"10.1142/9789812388902_0018","title":"SARS in Canada: The Story of SARS in Canada is Essentially Toronto's Tale","year":2003,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Disaster Response and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); History; 2019-20 coronavirus outbreak; Virology; Genealogy; Medicine; Internal medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.04514433542092645,"score_gpt":0.3067747607225745,"score_spread":0.26163042530164804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498049880","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027450245,0.046887442,0.0008009442,0.23066223,0.009507699,0.000088888206,0.0016926167,0.0001728253,0.68273705],"genre_scores_gemma":[0.20436983,0.03870903,0.0007586946,0.03263733,0.0010925202,0.000053912725,0.0005367354,0.00026802637,0.72157395],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99898845,0.000076917095,0.000015364856,0.000060853155,0.00033613245,0.0005222153],"domain_scores_gemma":[0.9991047,0.00011144476,0.00003971609,0.000017319959,0.00029870792,0.00042811973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005605013,0.001059423,0.0004481778,0.0010915461,0.028324611,0.00975868,0.0015788685,0.00522312,0.020221934],"category_scores_gemma":[0.0018246598,0.0004786156,0.00057193,0.0030643982,0.0063185305,0.0022140003,0.00286518,0.008123983,0.0017615476],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028744027,0.000019254443,0.0011462452,0.00012269961,0.000015812164,0.00085849303,0.031110639,0.00040362586,0.00015623543,0.044849254,0.90263104,0.018657945],"study_design_scores_gemma":[0.0000038084409,0.000006741028,0.0015302784,0.00014093706,0.000011502294,0.00014008922,0.03183368,0.000069594265,0.0000621772,0.0010094955,0.96516913,0.000022743507],"about_ca_topic_score_codex":0.9971033,"about_ca_topic_score_gemma":0.99918085,"teacher_disagreement_score":0.11925008,"about_ca_system_score_codex":0.11925008,"about_ca_system_score_gemma":0.17880096,"threshold_uncertainty_score":0.86522394},"labels":[],"label_agreement":null},{"id":"W2498453740","doi":"10.1142/9789812775320_0014","title":"EXTRACTION OF WORDS FROM HANDWRITTEN LEGAL AMOUNTS ON BANK CHEQUES","year":2005,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Extraction (chemistry); Computer science; Speech recognition; Artificial intelligence; Natural language processing; Chromatography; Chemistry","score_opus":0.029764093245002038,"score_gpt":0.2372152252234324,"score_spread":0.20745113197843038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498453740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41999686,0.013297196,0.18262544,0.0022527154,0.0018370022,0.0014666663,0.25959742,0.029878573,0.08904827],"genre_scores_gemma":[0.47467443,0.0047329227,0.24736144,0.00038917633,0.0007899712,0.0007910907,0.2371789,0.0019454577,0.032136578],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995092,0.000066849774,0.00009878577,0.00013294765,0.00012600273,0.00006614515],"domain_scores_gemma":[0.99849784,0.0006041493,0.0002476595,0.00016239862,0.00043233545,0.000055591405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026814823,0.0011681786,0.00069965684,0.006469693,0.0006702256,0.0014704752,0.00044804194,0.00090280914,0.011299569],"category_scores_gemma":[0.001907663,0.00038759565,0.000833145,0.0051172893,0.0003728214,0.001581046,0.0008432299,0.0007000313,0.015706547],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069976016,0.00016902298,0.0076404186,0.0023956492,0.000099286284,0.0019570647,0.001012335,0.0019215696,0.087187365,0.0046550888,0.08905118,0.8032112],"study_design_scores_gemma":[0.0002021233,0.00055705564,0.14466941,0.001883911,0.00065030024,0.006714352,0.0068601435,0.08740103,0.17250896,0.027577978,0.5506706,0.00030408203],"about_ca_topic_score_codex":0.0041172705,"about_ca_topic_score_gemma":0.0056744344,"teacher_disagreement_score":0.011299569,"about_ca_system_score_codex":0.00053910725,"about_ca_system_score_gemma":0.0013130471,"threshold_uncertainty_score":0.03780085},"labels":[],"label_agreement":null},{"id":"W2498841855","doi":"10.1142/9789812702838_0084","title":"DATA ORGANIZATION FOR EFFICIENT WATER QUALITY ASSESSMENT BASED ON INFORMATION COLLECTED BY A STATIONARY MONITORING SYSTEM","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Quality (philosophy); Data quality; Business; Water quality; Computer science; Environmental science; Biology","score_opus":0.042837097818038725,"score_gpt":0.27581018128262974,"score_spread":0.232973083464591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498841855","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009394875,0.00073215977,0.9588849,0.00070566474,0.00015686247,0.00090277503,0.0036244765,0.014264176,0.011334177],"genre_scores_gemma":[0.07459262,0.0013504038,0.8740939,0.00044113846,0.00022781873,0.0015653011,0.025068177,0.00293611,0.019724615],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853766,0.0002573574,0.00020738477,0.00028362306,0.00056902895,0.00014500355],"domain_scores_gemma":[0.99543744,0.0014498045,0.00018013355,0.0017567463,0.0009369912,0.00023887338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035617491,0.00095666345,0.0010425781,0.0036913778,0.0010832786,0.0039559654,0.0022360214,0.0010050965,0.008580105],"category_scores_gemma":[0.00513161,0.0009002099,0.0010529452,0.004646338,0.000830855,0.003838647,0.0021583317,0.0014848411,0.0075644907],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048555803,0.00037932827,0.005395773,0.0005521196,0.0001307652,0.0003985746,0.0006690611,0.015335335,0.032896053,0.058376353,0.086628206,0.79875284],"study_design_scores_gemma":[0.0003990762,0.0004354185,0.008197486,0.0005506984,0.00034774072,0.00078833214,0.00065252883,0.30829343,0.10886372,0.07592216,0.49532148,0.00022802326],"about_ca_topic_score_codex":0.006856192,"about_ca_topic_score_gemma":0.0039031177,"teacher_disagreement_score":0.008580105,"about_ca_system_score_codex":0.0013003319,"about_ca_system_score_gemma":0.0031347852,"threshold_uncertainty_score":0.028703332},"labels":[],"label_agreement":null},{"id":"W2498881781","doi":"10.1142/9789814289238_0004","title":"Game Theory: Static and Dynamic Games","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sequential game; Mathematical economics; Game theory; Computer science; Combinatorial game theory; Economics","score_opus":0.10010849822619633,"score_gpt":0.3349502185713095,"score_spread":0.2348417203451132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498881781","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074544027,0.07145908,0.24906409,0.014742605,0.0049015544,0.00020146839,0.0007593924,0.0002765028,0.65114087],"genre_scores_gemma":[0.31479636,0.117668346,0.064778075,0.0042619472,0.0074010566,0.0008263624,0.0022745337,0.00059449737,0.48739886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984724,0.0006073965,0.000069408474,0.00021094803,0.0004773704,0.00016246465],"domain_scores_gemma":[0.99927086,0.0004014051,0.00004780203,0.000077304445,0.00014869763,0.00005399531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011675417,0.0023132632,0.001194874,0.0013131959,0.0010500016,0.0053101596,0.0015225832,0.002603636,0.041249033],"category_scores_gemma":[0.0024766512,0.000766947,0.00094392267,0.0024891733,0.0038407757,0.007270015,0.0019808174,0.0036224322,0.004534988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000105336385,0.00003056704,0.000061251354,0.00019166704,0.0000084468165,0.000030739164,0.00017319672,0.0030568037,0.00016617832,0.9454364,0.02527052,0.025563616],"study_design_scores_gemma":[0.000009035889,0.000012602299,0.00018431552,0.00022995252,0.000009876962,0.00006755996,0.00014339223,0.004241194,0.00012007326,0.8711284,0.12383721,0.000016441873],"about_ca_topic_score_codex":0.004374737,"about_ca_topic_score_gemma":0.0047991076,"teacher_disagreement_score":0.041249033,"about_ca_system_score_codex":0.004375528,"about_ca_system_score_gemma":0.001947745,"threshold_uncertainty_score":0.13799179},"labels":[],"label_agreement":null},{"id":"W2498969880","doi":"10.1142/9789812770943_0002","title":"INTEGRATED AND FLEXIBLE HIGH TEMPERATURE PIEZOELECTRIC ULTRASONIC TRANSDUCERS","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Piezoelectricity; Ultrasonic sensor; Acoustics; Materials science; Transducer; PMUT; Composite material; Physics","score_opus":0.015583205944044425,"score_gpt":0.2075424029433201,"score_spread":0.1919591969992757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498969880","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06405707,0.024381867,0.7748937,0.00048698176,0.001917708,0.00015326645,0.00051568775,0.0031010301,0.1304927],"genre_scores_gemma":[0.2977344,0.011535181,0.36554688,0.00046482618,0.0005212076,0.00020167332,0.00085270696,0.00062676985,0.3225164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999423,0.0000127492285,0.000012718358,0.00010858299,0.00039326737,0.0000496428],"domain_scores_gemma":[0.999859,0.000027733797,0.000018037948,0.00002586968,0.00005566862,0.000013790426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024278497,0.00062540866,0.00045112392,0.0004828122,0.00019102762,0.00087906333,0.0016749972,0.00083645893,0.0054607713],"category_scores_gemma":[0.00033805452,0.0007344676,0.00032553668,0.0008220264,0.00039323713,0.001776772,0.0009728266,0.0011581095,0.002751729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085335145,0.000096533375,0.00018403005,0.00041373668,0.000033924105,0.00017121878,0.00013421699,0.0033281394,0.7320896,0.017139437,0.0068004527,0.23952341],"study_design_scores_gemma":[0.00004762677,0.0006209999,0.0030087384,0.00011400416,0.00010788459,0.0017516032,0.00008353412,0.02706235,0.64911616,0.0068861223,0.31109747,0.0001036017],"about_ca_topic_score_codex":0.00030996915,"about_ca_topic_score_gemma":0.0009234806,"teacher_disagreement_score":0.0054607713,"about_ca_system_score_codex":0.00045166293,"about_ca_system_score_gemma":0.00024641908,"threshold_uncertainty_score":0.018268108},"labels":[],"label_agreement":null},{"id":"W2499062509","doi":"10.1142/10146","title":"Epigenetics in Human Reproduction and Development","year":2016,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Birth, Development, and Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Reproduction; Epigenetics; Human reproduction; Biology; Evolutionary biology; Ecology; Genetics; Gene","score_opus":0.04808451825242563,"score_gpt":0.2974111732531871,"score_spread":0.24932665500076148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499062509","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007712034,0.55191934,0.007142066,0.015753176,0.0119862715,0.000038837145,0.00020149954,0.0001675375,0.41202006],"genre_scores_gemma":[0.008727635,0.28517878,0.0066499296,0.008408339,0.008164644,0.000082955514,0.00017011256,0.00009685108,0.6825207],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99988675,0.000032940825,0.0000053579797,0.000012205519,0.000055425,0.000007244383],"domain_scores_gemma":[0.9998264,0.000117670206,0.00000865376,0.000011630456,0.000019885292,0.00001574183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003748519,0.00058025843,0.0005229274,0.0006169072,0.0005554219,0.0013436165,0.0004498921,0.0009296582,0.017771872],"category_scores_gemma":[0.00064118445,0.00019998485,0.00024321082,0.0006725291,0.0016672537,0.0017667902,0.000981653,0.0018948663,0.0056586554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035129706,0.00003221575,0.00012854964,0.00048919953,0.000015985046,0.00013837869,0.00072088325,0.00045847785,0.0014152003,0.3025728,0.32786226,0.3661311],"study_design_scores_gemma":[0.0000033638037,0.000007947576,0.00015561184,0.00021196497,0.0000032264838,0.0001256753,0.00007649399,0.000052867323,0.00013088557,0.04909065,0.9501366,0.000004660746],"about_ca_topic_score_codex":0.001074361,"about_ca_topic_score_gemma":0.004187168,"teacher_disagreement_score":0.017771872,"about_ca_system_score_codex":0.00066873035,"about_ca_system_score_gemma":0.0008149123,"threshold_uncertainty_score":0.05945283},"labels":[],"label_agreement":null},{"id":"W2499071181","doi":"10.1142/9789814578622_0020","title":"Innovation and Technology Transfer Policies in China, India, and Brazil","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Western University","funders":"","keywords":"Technology transfer; China; Business; Economic growth; Geography; International trade; Economics","score_opus":0.04813630994315257,"score_gpt":0.23345561682094051,"score_spread":0.18531930687778794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499071181","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20572732,0.05205155,0.0018981604,0.01948978,0.00026431802,0.00009889953,0.00031135158,0.00012868141,0.7200299],"genre_scores_gemma":[0.87732756,0.03561784,0.0010713967,0.0009897306,0.000113962655,0.00008523305,0.00017830319,0.000026223184,0.08458963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997328,0.000049323226,0.000011666126,0.000028178589,0.00008929741,0.00008872781],"domain_scores_gemma":[0.9998185,0.00006826939,0.000029316412,0.000015628859,0.000040045186,0.000028303824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058255484,0.00028193998,0.00015404283,0.0012634649,0.0011931697,0.0017039136,0.00046102208,0.000509281,0.0018060714],"category_scores_gemma":[0.00088264886,0.00012041701,0.00027633514,0.0027962015,0.0014118468,0.0010174996,0.0009933667,0.0006646823,0.00014545952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020440913,0.000040061157,0.0035013752,0.00026268777,0.000012930315,0.00041277808,0.003662896,0.0047102473,0.0005044262,0.8713972,0.014039267,0.10143556],"study_design_scores_gemma":[0.000047290785,0.00010876606,0.0715346,0.0011475015,0.00012389624,0.00048215766,0.006364612,0.009477386,0.0031120111,0.20470095,0.7028121,0.00008871776],"about_ca_topic_score_codex":0.10460691,"about_ca_topic_score_gemma":0.11427956,"teacher_disagreement_score":0.10460691,"about_ca_system_score_codex":0.009629186,"about_ca_system_score_gemma":0.011423885,"threshold_uncertainty_score":0.20799607},"labels":[],"label_agreement":null},{"id":"W2500062191","doi":"10.1142/8088","title":"The Brain-Behavior Continuum","year":2011,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Psychology; Cognitive science; Cognitive psychology","score_opus":0.059081429370376165,"score_gpt":0.27795384307037463,"score_spread":0.21887241369999846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2500062191","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000635869,0.03945769,0.017316112,0.0092044175,0.0019657647,0.000019027111,0.00010282576,0.00016013032,0.9311381],"genre_scores_gemma":[0.04833958,0.045926232,0.022300852,0.010918072,0.0034690509,0.0002967296,0.00028519557,0.00028120063,0.86818314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983466,0.000053380518,0.0000065234894,0.000034676355,0.000056805282,0.0000138243795],"domain_scores_gemma":[0.999838,0.00008532123,0.0000069121043,0.000018354009,0.00002636789,0.000025101172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029764898,0.00088463456,0.0004120482,0.0006836646,0.00064525864,0.0030361358,0.0007891186,0.0015271251,0.01840097],"category_scores_gemma":[0.0005450184,0.00026452017,0.00027831658,0.0005858584,0.004447197,0.003425581,0.0011609625,0.004047172,0.007069446],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006994843,0.0000112615935,0.000051196577,0.000054933298,0.0000043137275,0.000049942646,0.00025085057,0.00033135462,0.0002762187,0.88894457,0.06166882,0.048349675],"study_design_scores_gemma":[0.0000027545639,0.00000754258,0.00018700336,0.000098689,0.000001709265,0.00011324076,0.00010790125,0.00034454127,0.000079750396,0.52466357,0.47438723,0.000006045347],"about_ca_topic_score_codex":0.0018473292,"about_ca_topic_score_gemma":0.0029733484,"teacher_disagreement_score":0.01840097,"about_ca_system_score_codex":0.0016315954,"about_ca_system_score_gemma":0.0011834014,"threshold_uncertainty_score":0.061557353},"labels":[],"label_agreement":null},{"id":"W2500929893","doi":"10.1142/9789812839442_0007","title":"TRANSMISSION POWER CONTROL FOR MOBILE AD HOC NETWORKS","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Concordia University","funders":"","keywords":"Mobile ad hoc network; Computer science; Wireless ad hoc network; Transmission (telecommunications); Power control; Computer network; Vehicular ad hoc network; Power (physics); Telecommunications; Wireless; Physics","score_opus":0.007272722690279999,"score_gpt":0.19504604911454537,"score_spread":0.18777332642426536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2500929893","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002820975,0.0348089,0.85802674,0.0005445345,0.0019611928,0.000078437755,0.00009354596,0.0011104636,0.10055518],"genre_scores_gemma":[0.29423544,0.058951817,0.20567997,0.0006526939,0.0039366293,0.00038660268,0.0005289587,0.00058048946,0.4350474],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977857,0.000033474138,0.000010019226,0.00003834741,0.00012523764,0.000014398902],"domain_scores_gemma":[0.99988127,0.000049855716,0.000006549389,0.000015510248,0.000043105603,0.0000037011885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016965193,0.00087991264,0.0004896636,0.00030234118,0.00025174973,0.000872203,0.0009992993,0.0005787268,0.008729876],"category_scores_gemma":[0.00040437025,0.00022037742,0.00018141983,0.0006537872,0.00043095375,0.0009011629,0.00031128078,0.0009862272,0.0023327863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006401551,0.00008840555,0.00009854716,0.00077574776,0.000043537377,0.00015498945,0.00016061545,0.09439202,0.016489025,0.091967806,0.05180537,0.7439598],"study_design_scores_gemma":[0.000040593073,0.00021699465,0.00050972233,0.00029226195,0.00005119714,0.00050113356,0.00009132101,0.43566442,0.009499515,0.11210431,0.4409768,0.00005178009],"about_ca_topic_score_codex":0.0008282038,"about_ca_topic_score_gemma":0.00089975074,"teacher_disagreement_score":0.008729876,"about_ca_system_score_codex":0.0003610004,"about_ca_system_score_gemma":0.00020057398,"threshold_uncertainty_score":0.029204369},"labels":[],"label_agreement":null},{"id":"W2501075205","doi":"10.1142/9789814354912_0002","title":"Evidence-based Medicine Primer","year":2012,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Primer (cosmetics); Chemistry","score_opus":0.13665817199978358,"score_gpt":0.33393557969985754,"score_spread":0.19727740770007396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501075205","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019666104,0.36075705,0.019651685,0.12654153,0.025708344,0.00013052151,0.00033604546,0.00019881687,0.46647936],"genre_scores_gemma":[0.0076213926,0.31970978,0.03473682,0.14682192,0.024093533,0.00043461577,0.00057718746,0.0003497622,0.46565506],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986929,0.0005003455,0.000110027526,0.000097249445,0.00055243995,0.000047124366],"domain_scores_gemma":[0.9952807,0.0035531947,0.00012569566,0.0001433614,0.00070546777,0.00019165002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039102556,0.00079827715,0.00085449294,0.002640736,0.00076923065,0.0055090627,0.0014607426,0.004253805,0.03195727],"category_scores_gemma":[0.007466769,0.00046707215,0.00063586055,0.0020038749,0.0024015184,0.0054107835,0.0018742755,0.00813359,0.011985885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022274655,0.000057637542,0.000042813434,0.00089338183,0.000017748407,0.000111608366,0.00025271988,0.000297095,0.0001855486,0.26480764,0.5679968,0.16531485],"study_design_scores_gemma":[0.000005867073,0.000007469116,0.0000504168,0.00087279273,0.0000045643246,0.00012008004,0.000045452925,0.000070833914,0.000039936942,0.05914057,0.9396365,0.000005396101],"about_ca_topic_score_codex":0.0013195599,"about_ca_topic_score_gemma":0.0033439414,"teacher_disagreement_score":0.03195727,"about_ca_system_score_codex":0.0018006208,"about_ca_system_score_gemma":0.0031636127,"threshold_uncertainty_score":0.106907725},"labels":[],"label_agreement":null},{"id":"W2501361141","doi":"10.1142/9789812837066_0005","title":"Automatic Difficulty Level Estimation of Multimedia Math Test Items","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Estimation; Test (biology); Computer science; Multimedia; Mathematics education; Mathematics; Statistics; Engineering","score_opus":0.03323424795749254,"score_gpt":0.27285608348674634,"score_spread":0.2396218355292538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501361141","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14891456,0.00066283665,0.83233356,0.00017806997,0.00009670266,0.00032412563,0.0019902422,0.008417156,0.007082877],"genre_scores_gemma":[0.46458146,0.00029914847,0.5161592,0.00013827684,0.00011356025,0.00063062564,0.0063438844,0.00081387546,0.010919997],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983542,0.0005605166,0.00008337106,0.00033635888,0.0005771644,0.00008832173],"domain_scores_gemma":[0.9930274,0.004214015,0.0003787712,0.00065855886,0.0016199466,0.00010123145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018237263,0.0010088754,0.0006904911,0.0033426434,0.00019081173,0.0010469367,0.0014606161,0.00066419627,0.009069665],"category_scores_gemma":[0.009782,0.00047580624,0.0005929507,0.0013543138,0.00015972677,0.0009716654,0.0011466766,0.0007234125,0.00493105],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003053656,0.00016640499,0.01750628,0.00018131282,0.000058032907,0.000046290024,0.00012403847,0.0050530047,0.03301595,0.0012176535,0.0064865965,0.9358391],"study_design_scores_gemma":[0.00016038124,0.00059469446,0.24840409,0.00019674737,0.00018058582,0.00061114854,0.00025431105,0.6325711,0.09317936,0.009626505,0.014051925,0.00016915258],"about_ca_topic_score_codex":0.0010822219,"about_ca_topic_score_gemma":0.0014886063,"teacher_disagreement_score":0.009069665,"about_ca_system_score_codex":0.00040436813,"about_ca_system_score_gemma":0.00024625866,"threshold_uncertainty_score":0.03034103},"labels":[],"label_agreement":null},{"id":"W2501472399","doi":"10.1142/9789814273046_0020","title":"PATIENT PRIVACY IN HEALTHCARE WIRELESS SENSOR NETWORKS","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Scientific Research and Philosophical Inquiry","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Wireless sensor network; Health care; Internet privacy; Computer science; Wireless; Computer security; Computer network; Telecommunications; Political science","score_opus":0.08645764631380005,"score_gpt":0.285569429440538,"score_spread":0.19911178312673794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501472399","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011428821,0.107698835,0.44671437,0.04654725,0.0037421302,0.00011781842,0.00020728736,0.00019614364,0.3833473],"genre_scores_gemma":[0.49316242,0.13435344,0.10018401,0.008007437,0.00586366,0.00029909555,0.00035537683,0.00019371782,0.25758085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99878913,0.00057454576,0.000057767553,0.00009078634,0.0004250761,0.00006272007],"domain_scores_gemma":[0.99841034,0.0012620173,0.00005925525,0.0001253165,0.00011480786,0.000028226788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015326287,0.00040128242,0.0003589523,0.00037322164,0.0006639937,0.0024543772,0.00070573273,0.001877999,0.0037804907],"category_scores_gemma":[0.0033622845,0.00035231063,0.00033301197,0.00089756557,0.002655372,0.0047235535,0.0014335581,0.0025396345,0.00063921063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014336748,0.000020282363,0.0001755099,0.00021935288,0.000008322381,0.00011400396,0.00067107123,0.004640825,0.0003198116,0.88721895,0.018719066,0.08787843],"study_design_scores_gemma":[0.000007808467,0.000036612855,0.00030742728,0.00040041964,0.000018917126,0.0006178785,0.00056902773,0.019248897,0.0010578516,0.7186905,0.2590265,0.00001823411],"about_ca_topic_score_codex":0.0009917511,"about_ca_topic_score_gemma":0.00092280464,"teacher_disagreement_score":0.0037804907,"about_ca_system_score_codex":0.0012851573,"about_ca_system_score_gemma":0.0009103679,"threshold_uncertainty_score":0.012646973},"labels":[],"label_agreement":null},{"id":"W2502418137","doi":"10.1142/9789812770103_0013","title":"Bootstrapping Security in Mobile Ad Hoc Networks Using Identity-Based Schemes","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Bootstrapping (finance); Mobile ad hoc network; Wireless ad hoc network; Computer science; Vehicular ad hoc network; Computer security; Identity (music); Computer network; Ad hoc wireless distribution service; Optimized Link State Routing Protocol; Telecommunications; Mathematics; Wireless; Art; Econometrics","score_opus":0.03910698305157015,"score_gpt":0.2804419114548718,"score_spread":0.24133492840330165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502418137","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035408556,0.0046345945,0.91923875,0.0010276705,0.0005019504,0.00024603572,0.000051052495,0.00089825183,0.03799308],"genre_scores_gemma":[0.7422631,0.0050140084,0.23183358,0.00022724814,0.00054924266,0.0002801175,0.00014536448,0.00012666889,0.01956065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984067,0.00050686783,0.00008233324,0.00014792434,0.0006495563,0.0002065531],"domain_scores_gemma":[0.99814546,0.0008057371,0.00009670832,0.00074223586,0.00014288747,0.00006697997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016108258,0.0006476377,0.00084384193,0.00078500924,0.0011085031,0.0021452315,0.0013811286,0.0014410451,0.0017240914],"category_scores_gemma":[0.003890633,0.0004890908,0.00055850577,0.0011354007,0.0020737615,0.0052854214,0.0030786009,0.002765357,0.0008930583],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029784237,0.00012865901,0.00056209695,0.00027481682,0.000047679125,0.00040453885,0.00084483967,0.032240808,0.016445125,0.64710486,0.007967715,0.29368103],"study_design_scores_gemma":[0.00009205361,0.00031447102,0.00054542796,0.00024261257,0.0000674296,0.0014222064,0.00035848256,0.28786337,0.02175346,0.59129786,0.095969714,0.00007291816],"about_ca_topic_score_codex":0.00019504565,"about_ca_topic_score_gemma":0.00014225718,"teacher_disagreement_score":0.0021452315,"about_ca_system_score_codex":0.00071946235,"about_ca_system_score_gemma":0.000571664,"threshold_uncertainty_score":0.008518994},"labels":[],"label_agreement":null},{"id":"W2502546880","doi":"10.1142/9789812796691_0004","title":"Aluminum in Neurological Disorders and Systemic Chelation Therapy","year":2003,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Aluminum toxicity and tolerance in plants and animals","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Place Centre; University of Toronto","funders":"","keywords":"Chelation therapy; Chelation; Medicine; Internal medicine; Materials science; Metallurgy","score_opus":0.02625060341597321,"score_gpt":0.2033892276497192,"score_spread":0.177138624233746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502546880","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025557172,0.8128451,0.0056550265,0.0043915864,0.0023176884,0.000033385695,0.00008422855,0.00013387215,0.17198333],"genre_scores_gemma":[0.02371441,0.6111119,0.007842334,0.004218632,0.0029281739,0.000104297884,0.0001486014,0.000068010086,0.3498636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99995065,0.000010621353,0.000003796591,0.000007749322,0.000021413653,0.000005668726],"domain_scores_gemma":[0.9999665,0.000016678412,0.000002731378,0.00000301509,0.0000074251993,0.00000361837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018076815,0.00054661685,0.00047546165,0.00095953845,0.00025191423,0.000675164,0.0004975323,0.00094301393,0.007865063],"category_scores_gemma":[0.00015607594,0.00014702171,0.00026045175,0.0008630891,0.0004204295,0.001069189,0.0004296217,0.00094405626,0.0025089788],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013270204,0.00017822611,0.00014116659,0.0013016427,0.000025962168,0.00070338,0.00029546022,0.0008090563,0.008251674,0.05542455,0.15727912,0.775457],"study_design_scores_gemma":[0.000022302847,0.00007201315,0.0002055843,0.00025915774,0.000020323812,0.0017069409,0.000052579737,0.000159548,0.0013059499,0.024552653,0.9716342,0.000008669838],"about_ca_topic_score_codex":0.0011972392,"about_ca_topic_score_gemma":0.0038074355,"teacher_disagreement_score":0.007865063,"about_ca_system_score_codex":0.00054146635,"about_ca_system_score_gemma":0.00046632567,"threshold_uncertainty_score":0.026311278},"labels":[],"label_agreement":null},{"id":"W2503347399","doi":"10.1142/9789812773555_0009","title":"The Impact of Internet Use on Transnational Entrepreneurship: The Case of Chinese Immigrants to Canada","year":2006,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Entrepreneurship; The Internet; Economic geography; Business; Political science; Geography; World Wide Web; Computer science; Law","score_opus":0.024821068017217104,"score_gpt":0.27525758643564086,"score_spread":0.25043651841842374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503347399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740927,0.00048041853,0.0000326333,0.0023550468,0.000016398028,0.000012868958,0.000060980874,0.0000024210028,0.022946568],"genre_scores_gemma":[0.99119407,0.0008217658,0.00003209911,0.00025845066,0.000006004488,0.0000068837403,0.000030964413,0.0000035036835,0.0076462636],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99918145,0.00011951964,0.000013997568,0.000029378116,0.00011723084,0.00053835846],"domain_scores_gemma":[0.9987282,0.0002690688,0.00012945903,0.000029079227,0.00021162194,0.0006326227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006177471,0.00022818618,0.00027393576,0.0011573276,0.012793084,0.0045625935,0.000957003,0.0009793922,0.008676199],"category_scores_gemma":[0.0016548802,0.00015395856,0.00022282517,0.0026926782,0.0034275155,0.0012588282,0.0037437838,0.0018603659,0.00023779007],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020416267,0.00052232057,0.2919565,0.00014864648,0.00005016688,0.015951982,0.5750532,0.0005890043,0.0007705242,0.039765727,0.014836233,0.060151532],"study_design_scores_gemma":[0.000011850229,0.000030900395,0.091203675,0.00015027821,0.00002959582,0.0007987715,0.88688266,0.0004903633,0.00016857765,0.0012206589,0.018985162,0.000027392136],"about_ca_topic_score_codex":0.95199203,"about_ca_topic_score_gemma":0.9817125,"teacher_disagreement_score":0.048007965,"about_ca_system_score_codex":0.020029439,"about_ca_system_score_gemma":0.03285095,"threshold_uncertainty_score":0.14532447},"labels":[],"label_agreement":null},{"id":"W2503714904","doi":"10.1142/9789814656535_0023","title":"EFFICIENT IDENTIFICATION OF FACES IN VIDEO STREAMS USING LOW-POWER MULTI-CORE DEVICES","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Polytechnique Montréal; Université du Québec à Montréal","funders":"","keywords":"Identification (biology); STREAMS; Core (optical fiber); Computer science; Telecommunications; Computer network","score_opus":0.0764634550713507,"score_gpt":0.3264484184070107,"score_spread":0.24998496333566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503714904","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085772514,0.0027773753,0.8890565,0.00029512946,0.0005109386,0.00031121893,0.0008750579,0.0048038354,0.015597347],"genre_scores_gemma":[0.37728778,0.0016623616,0.59222573,0.00041519266,0.00025731977,0.0002807778,0.0020749639,0.00030419105,0.025491707],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996598,0.000025800768,0.000017727316,0.000073953335,0.00016857716,0.000054124306],"domain_scores_gemma":[0.99967384,0.00011251065,0.000021143635,0.000039304974,0.00013318605,0.000020042955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027490826,0.0009709034,0.000670717,0.0010000027,0.00042575045,0.0010491792,0.001180828,0.00050407933,0.008670274],"category_scores_gemma":[0.00096355146,0.00030925957,0.00032677365,0.0009274261,0.00016768232,0.0013726112,0.00083262514,0.00055121834,0.0039506964],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047731184,0.00014109339,0.0012307187,0.00021604287,0.000046313613,0.00017821863,0.000110746514,0.0034409973,0.15356919,0.0027185986,0.014752248,0.8231185],"study_design_scores_gemma":[0.000087752866,0.00056931825,0.0067404686,0.00014854797,0.00010760467,0.0016006992,0.00040499913,0.60607755,0.34346756,0.008626656,0.03208538,0.00008347939],"about_ca_topic_score_codex":0.0017272803,"about_ca_topic_score_gemma":0.005165937,"teacher_disagreement_score":0.008670274,"about_ca_system_score_codex":0.0003767598,"about_ca_system_score_gemma":0.00044650194,"threshold_uncertainty_score":0.029004931},"labels":[],"label_agreement":null},{"id":"W2503813879","doi":"10.1142/9789814366700_0004","title":"Adult Hippocampal Neurogenesis and Memory","year":2012,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Neurogenesis; Hippocampal formation; Neuroscience; Psychology","score_opus":0.04323229387590821,"score_gpt":0.2298333216875455,"score_spread":0.1866010278116373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503813879","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028446463,0.30137068,0.008350032,0.003489581,0.00369254,0.000031860352,0.00020249595,0.00017954285,0.67983866],"genre_scores_gemma":[0.014875692,0.15284567,0.0043348717,0.0015650168,0.0015615966,0.000058693644,0.00022574067,0.00007322676,0.8244595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999542,0.000004048956,0.00000248232,0.000010877004,0.000022868542,0.0000054973925],"domain_scores_gemma":[0.9999771,0.0000065440736,0.0000021261671,0.0000036484578,0.00000599245,0.0000045966704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013268125,0.00058254565,0.0003283948,0.00057158916,0.00031290596,0.001232196,0.00047739747,0.0007000837,0.017988702],"category_scores_gemma":[0.00016491616,0.00016232573,0.00018326554,0.0005146067,0.0006110301,0.0016208807,0.0007051052,0.0011303105,0.0073526064],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004868874,0.000043174357,0.00007212287,0.00058719504,0.000010399801,0.00015110921,0.0002601555,0.00042221794,0.010322103,0.1653992,0.12294973,0.699734],"study_design_scores_gemma":[0.000003863523,0.000014810484,0.00021916414,0.00016367756,0.0000051912843,0.00020147298,0.000052830394,0.0000852434,0.0014142975,0.047995754,0.9498388,0.0000048277375],"about_ca_topic_score_codex":0.0006335794,"about_ca_topic_score_gemma":0.0020252909,"teacher_disagreement_score":0.017988702,"about_ca_system_score_codex":0.0005496858,"about_ca_system_score_gemma":0.00041729904,"threshold_uncertainty_score":0.06017822},"labels":[],"label_agreement":null},{"id":"W2504329663","doi":"10.1142/9789812775702_0037","title":"ACCURATE DFT CALCULATION OF CORE-ELECTRON BINDING ENERGIES","year":2002,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Core (optical fiber); Core electron; Atomic physics; Electron; Physics; Nuclear physics; Optics","score_opus":0.03542995443900071,"score_gpt":0.2836064925105027,"score_spread":0.24817653807150197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504329663","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19909179,0.008861392,0.46313277,0.0027698837,0.0023351647,0.00033442304,0.0034912445,0.0030764027,0.316907],"genre_scores_gemma":[0.8002453,0.0024191192,0.13834943,0.000844166,0.00029498572,0.0007769275,0.002024568,0.000896662,0.054148886],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959415,0.00008293693,0.000012358314,0.000019364952,0.00022488397,0.000066314184],"domain_scores_gemma":[0.9995834,0.00014337717,0.000013390317,0.00009295095,0.00013876251,0.00002808917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005372239,0.00072816527,0.0020091648,0.0010109406,0.0010263807,0.0011217474,0.0025009532,0.0015996774,0.009167521],"category_scores_gemma":[0.0015149832,0.0004851519,0.00066133775,0.0015015326,0.0005797131,0.00110364,0.0008840759,0.0016385183,0.0025333683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010592466,0.000088822475,0.00037264326,0.00045212943,0.00006340529,0.00019919658,0.00009247737,0.6686698,0.0022264484,0.26443028,0.014414641,0.048884314],"study_design_scores_gemma":[0.000026638498,0.000011418766,0.00026948148,0.000042785166,0.000009941661,0.000023184462,0.000021577389,0.9555868,0.00069055223,0.04086176,0.002443322,0.000012522954],"about_ca_topic_score_codex":0.009300329,"about_ca_topic_score_gemma":0.017229807,"teacher_disagreement_score":0.009300329,"about_ca_system_score_codex":0.0015026696,"about_ca_system_score_gemma":0.0016643647,"threshold_uncertainty_score":0.030668437},"labels":[],"label_agreement":null},{"id":"W2504374753","doi":"10.1142/9789813149137_0063","title":"LOCOMOTION MODE TRANSITION STUDY OF GROUND HYBRID ROBOTS","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Robotic Path Planning Algorithms","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transition (genetics); Mode (computer interface); Robot; Computer science; Human–computer interaction; Artificial intelligence; Biology","score_opus":0.03186916614939924,"score_gpt":0.25201361917920256,"score_spread":0.22014445302980332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504374753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52936935,0.001568488,0.4135698,0.00024018907,0.00011859485,0.00007383785,0.00021985585,0.00027681232,0.054563146],"genre_scores_gemma":[0.96804327,0.00042071252,0.016526641,0.000033570304,0.000016178486,0.000041254392,0.00013299884,0.00007316698,0.014712185],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99997175,0.0000051909387,0.0000010135019,0.000007044537,0.000009149353,0.0000057404886],"domain_scores_gemma":[0.99991405,0.00004036982,0.00001079145,0.000008164044,0.000015179944,0.000011476938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008542654,0.0002347353,0.00017927309,0.0004154621,0.00027301977,0.00040767493,0.00044635448,0.0002923905,0.005770409],"category_scores_gemma":[0.00031486244,0.0001394418,0.00032288718,0.0002655296,0.00038685827,0.0005116255,0.00043396626,0.0004547093,0.0003984398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042872893,0.00019264802,0.005965937,0.0005449146,0.000095326766,0.00076317904,0.001541717,0.46821827,0.09109598,0.27217326,0.008712523,0.1502674],"study_design_scores_gemma":[0.000008849302,0.00011895976,0.0028568131,0.000033114622,0.000009844375,0.00017180483,0.00028692157,0.9320509,0.0028661555,0.05843965,0.003140766,0.000016185124],"about_ca_topic_score_codex":0.0012877292,"about_ca_topic_score_gemma":0.00094044907,"teacher_disagreement_score":0.005770409,"about_ca_system_score_codex":0.00021129182,"about_ca_system_score_gemma":0.00014521906,"threshold_uncertainty_score":0.019303977},"labels":[],"label_agreement":null},{"id":"W2504395298","doi":"10.1142/9789814304795_0003","title":"CHINA'S RAPIDLY CHANGING TRADE AND INVESTMENT INVOLVEMENT WITH THE SOUTH","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"China; Investment (military); Business; International trade; Geography; Political science; Archaeology","score_opus":0.062015543316054154,"score_gpt":0.17892934606684552,"score_spread":0.11691380275079136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504395298","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98499566,0.00050838623,0.00021689097,0.00084045966,0.000009173163,0.0000058922733,0.0017107949,0.000017305576,0.011695405],"genre_scores_gemma":[0.995583,0.0006501399,0.00014790687,0.000069183996,0.000009044363,0.0000047164067,0.001114082,0.0000025220031,0.0024195027],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998572,0.000018312294,0.000008216864,0.00002373614,0.000046973546,0.000045504315],"domain_scores_gemma":[0.99967074,0.000033834724,0.00013270057,0.000022605776,0.0000711263,0.000068960726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031018257,0.00031989577,0.00015068763,0.0010109041,0.00053514616,0.0011884267,0.00013365914,0.00017875948,0.0024143416],"category_scores_gemma":[0.0003267381,0.0001292614,0.00032153862,0.0022308317,0.00029247024,0.0006026415,0.00073719,0.0003523504,0.0001823459],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007939818,0.000024240722,0.95151794,0.000118757474,0.000109369554,0.0011383556,0.0016504092,0.00491489,0.0030364098,0.0064770933,0.003902979,0.02703012],"study_design_scores_gemma":[0.000004722496,0.00003200169,0.9800806,0.000031899915,0.000032625154,0.00020074476,0.00087893946,0.0027557563,0.0007623427,0.0005275294,0.014678666,0.00001414325],"about_ca_topic_score_codex":0.048645977,"about_ca_topic_score_gemma":0.07502963,"teacher_disagreement_score":0.048645977,"about_ca_system_score_codex":0.0013828303,"about_ca_system_score_gemma":0.0014657199,"threshold_uncertainty_score":0.09672564},"labels":[],"label_agreement":null},{"id":"W2504574147","doi":"10.1142/9789812702838_0219","title":"ANALYSIS OF SPATIAL UNCERTAINTY AND SENSITIVITY IN GIS-BASED HYDROLOGIC MODELING","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sensitivity (control systems); Hydrological modelling; Environmental science; GIS applications; Geographic information system; Remote sensing; Computer science; Geography; Geology; Climatology; Engineering","score_opus":0.034481563172323176,"score_gpt":0.20903002818864377,"score_spread":0.1745484650163206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504574147","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17809333,0.001548587,0.8102974,0.001133274,0.0000714911,0.000042058684,0.00050534593,0.000455305,0.007853169],"genre_scores_gemma":[0.90856737,0.0006799959,0.08886917,0.00006498397,0.00004425951,0.000046761805,0.000259891,0.000116254065,0.0013512351],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984378,0.00091765117,0.00007261821,0.00013515766,0.00038045776,0.000056227233],"domain_scores_gemma":[0.98877454,0.010302789,0.00022679335,0.00028689607,0.0003625105,0.000046486468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003480142,0.0006324301,0.0005626434,0.0009030483,0.0003161399,0.0014719267,0.00079885137,0.00067215104,0.0010448905],"category_scores_gemma":[0.014759202,0.00079912465,0.0007521588,0.0013163955,0.0010200172,0.0019577586,0.00088633253,0.001026884,0.00008092372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012050001,0.000008814549,0.0008656633,0.000017009503,0.000031194013,0.000018078397,0.000023717894,0.9860401,0.00014074484,0.007095159,0.00014718485,0.005600216],"study_design_scores_gemma":[9.950816e-7,0.0000034060374,0.00030895486,0.0000030774447,0.0000063152415,0.0000057188117,0.000008306462,0.9870415,0.00020720916,0.012258767,0.00015232133,0.0000033672163],"about_ca_topic_score_codex":0.020309167,"about_ca_topic_score_gemma":0.012678707,"teacher_disagreement_score":0.020309167,"about_ca_system_score_codex":0.0019682157,"about_ca_system_score_gemma":0.0009471763,"threshold_uncertainty_score":0.04038191},"labels":[],"label_agreement":null},{"id":"W2504637531","doi":"10.1142/9789812795649_0004","title":"Asian Pacific Economic Cooperation","year":2003,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asia pacific; Business; International trade","score_opus":0.055997588698498614,"score_gpt":0.19867817598500065,"score_spread":0.14268058728650204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504637531","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011993137,0.007617608,0.0003537166,0.005299888,0.003377646,0.000054949942,0.0026649993,0.000121454774,0.97931045],"genre_scores_gemma":[0.008718092,0.009358808,0.00058121054,0.0011556882,0.00041077344,0.00015715748,0.0025035308,0.00011519201,0.9769995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996984,0.000038734812,0.00001779562,0.000050909828,0.00012749137,0.00006671751],"domain_scores_gemma":[0.9996412,0.000026968783,0.00002903816,0.000044283985,0.0002026994,0.000055763016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000587997,0.00094900996,0.0003736478,0.0012689311,0.0013891483,0.00409135,0.00055296416,0.0010535688,0.13001096],"category_scores_gemma":[0.0010720697,0.0002260157,0.00025332175,0.0038944136,0.00052024797,0.0017122378,0.0013998257,0.0022549992,0.049656775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025858686,0.000032444234,0.00041596362,0.00021561558,0.0000052079563,0.000094361,0.00018750434,0.00018422134,0.00009964379,0.043588646,0.8657716,0.08937904],"study_design_scores_gemma":[0.0000023396124,0.0000028286427,0.00091785885,0.00007425066,0.0000011716647,0.000036326746,0.00006713735,0.000030403788,0.00003210995,0.0011176751,0.9977162,0.0000019047144],"about_ca_topic_score_codex":0.026467104,"about_ca_topic_score_gemma":0.018896818,"teacher_disagreement_score":0.13001096,"about_ca_system_score_codex":0.0023661566,"about_ca_system_score_gemma":0.006902194,"threshold_uncertainty_score":0.43493003},"labels":[],"label_agreement":null},{"id":"W2504857333","doi":"10.1142/9789812388759_0005","title":"COST-EFFECTIVENESS ANALYSIS AND EVIDENCE-BASED MEDICINE","year":2003,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Diverse Scientific and Engineering Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Computer science; Medicine","score_opus":0.09013317863421368,"score_gpt":0.28958135116883066,"score_spread":0.199448172534617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504857333","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015587481,0.80659956,0.11262427,0.023823868,0.0047006053,0.00025892587,0.0003374445,0.0000874715,0.050009113],"genre_scores_gemma":[0.1174452,0.72891206,0.1201572,0.011172829,0.007924649,0.00087784865,0.0004132628,0.00014327874,0.012953701],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9733922,0.019907359,0.001303904,0.0005181571,0.0046095564,0.00026878598],"domain_scores_gemma":[0.91737145,0.0789402,0.001253691,0.00074423704,0.0014510215,0.00023943488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017197749,0.002119836,0.004196808,0.00538433,0.00036633172,0.004163434,0.0018793286,0.0037183242,0.008214944],"category_scores_gemma":[0.068000875,0.0008067514,0.0022323988,0.0045591965,0.004058742,0.0050249244,0.0011305651,0.004961308,0.0007693651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038789143,0.00018844235,0.0006719251,0.010016608,0.0018223694,0.00023111748,0.0002160389,0.019855581,0.00021047429,0.5344968,0.049345307,0.3825575],"study_design_scores_gemma":[0.00015631704,0.00017251361,0.00080709165,0.00495481,0.0007364052,0.00039457795,0.00017797024,0.008485224,0.0002784437,0.92971075,0.054064583,0.00006128934],"about_ca_topic_score_codex":0.0025911075,"about_ca_topic_score_gemma":0.0032421951,"teacher_disagreement_score":0.017197749,"about_ca_system_score_codex":0.0053244545,"about_ca_system_score_gemma":0.0043019624,"threshold_uncertainty_score":0.09095144},"labels":[],"label_agreement":null},{"id":"W2504872802","doi":"10.1142/9789812706782_0009","title":"DNA Damage Tolerance and Translesion Synthesis","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"DNA Repair Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"DNA damage; DNA synthesis; DNA; Genetics; Chemistry; Computational biology; Biology","score_opus":0.02115368137512616,"score_gpt":0.23791127589976716,"score_spread":0.216757594524641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504872802","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051051404,0.4575419,0.12582803,0.0044542043,0.0034559905,0.00013134113,0.0005231666,0.0014195873,0.35559434],"genre_scores_gemma":[0.16028729,0.15633744,0.03660911,0.0016586811,0.0006282359,0.0002115827,0.00089304626,0.00047319,0.6429015],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9999056,0.000009348071,0.000005510415,0.000030864012,0.000033841385,0.000014804197],"domain_scores_gemma":[0.9999361,0.000025122506,0.000009883744,0.000011619759,0.000008979397,0.000008300506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020740654,0.0007053031,0.00042822334,0.0005023135,0.00033089417,0.0012470037,0.0005177914,0.0008086883,0.005146745],"category_scores_gemma":[0.00022177007,0.00032047083,0.0003117491,0.00057424104,0.0006623937,0.0015717997,0.0005280801,0.0015056516,0.002897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021328333,0.000095570096,0.00009129509,0.0011950074,0.00001617906,0.00041793054,0.0004078126,0.0018552057,0.38404867,0.18496706,0.010961877,0.41573015],"study_design_scores_gemma":[0.000013677047,0.000132591,0.00046746866,0.00016410038,0.000014483058,0.0006380889,0.00008356582,0.0007781261,0.30358428,0.09051671,0.603576,0.0000309819],"about_ca_topic_score_codex":0.00030064012,"about_ca_topic_score_gemma":0.00032940257,"teacher_disagreement_score":0.005146745,"about_ca_system_score_codex":0.0007755255,"about_ca_system_score_gemma":0.00038721893,"threshold_uncertainty_score":0.017217577},"labels":[],"label_agreement":null},{"id":"W2504875771","doi":"10.1142/9789814719261_0019","title":"An introduction to hyperelliptic curve arithmetic","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Arithmetic; Hyperelliptic curve cryptography; Hyperelliptic curve; Mathematics; Computer science; Algebra over a field; Pure mathematics; Operating system; Elliptic curve cryptography","score_opus":0.01698080466692564,"score_gpt":0.22994316150179422,"score_spread":0.21296235683486858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504875771","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002204701,0.03227598,0.032397587,0.0029368303,0.0037409323,0.00004050339,0.00041322203,0.00052337657,0.92546684],"genre_scores_gemma":[0.036602482,0.051421117,0.021983884,0.0013842501,0.005532804,0.000080606835,0.00072967686,0.00072945346,0.88153565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99976784,0.000023246523,0.000011044736,0.000033063803,0.00013865528,0.00002613278],"domain_scores_gemma":[0.9998233,0.00006282653,0.000008920951,0.000025953217,0.000057815123,0.000021222353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021343917,0.00096756243,0.0006623391,0.0019958036,0.00085558754,0.0017260006,0.00074720825,0.0006043147,0.0691694],"category_scores_gemma":[0.0006551723,0.00047507999,0.00045110827,0.003047551,0.0013373347,0.003426561,0.0014394843,0.0029130813,0.028138638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023420438,0.000033178003,0.00005428801,0.00041263097,0.0000058932987,0.00006925079,0.00020466522,0.0011966936,0.0014140606,0.58819944,0.16746128,0.24092524],"study_design_scores_gemma":[0.0000047007325,0.0000137730585,0.00011709164,0.00013718675,0.000003786168,0.00016322278,0.00003077477,0.0005067492,0.00036602467,0.20356399,0.79508245,0.000010257008],"about_ca_topic_score_codex":0.00065809407,"about_ca_topic_score_gemma":0.000952876,"teacher_disagreement_score":0.0691694,"about_ca_system_score_codex":0.0013164224,"about_ca_system_score_gemma":0.0007423282,"threshold_uncertainty_score":0.23139471},"labels":[],"label_agreement":null},{"id":"W2504943569","doi":"10.1142/9789812837028_0005","title":"The Gecko Effect: Design Principles of the Gekkotan Adhesive System Across Scales of Organization","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Gecko; Adhesive; Materials science; Geology; Nanotechnology; Paleontology","score_opus":0.014725397551084624,"score_gpt":0.21168789526439377,"score_spread":0.19696249771330915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504943569","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09993698,0.05401634,0.48547927,0.0057482272,0.0020201397,0.00034759135,0.00045752682,0.0007535857,0.35124028],"genre_scores_gemma":[0.699312,0.026180087,0.1346586,0.0010002207,0.00035208353,0.0008491074,0.00019298788,0.00058647833,0.13686845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997836,0.000021905515,0.000006412324,0.000053371532,0.00009740979,0.000037293037],"domain_scores_gemma":[0.99993134,0.000024961115,0.000006795583,0.000013096368,0.00001170971,0.000012088308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003839744,0.0007197483,0.00081969105,0.00072125404,0.0011130398,0.0019879388,0.0013559627,0.0013437126,0.0060831765],"category_scores_gemma":[0.00051328825,0.0006551104,0.00041150962,0.0005314256,0.0024207942,0.0026077256,0.0012524471,0.0013786185,0.0011128294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004316496,0.000017819373,0.00010840933,0.0003291717,0.000017621616,0.00016321604,0.00046729302,0.004798154,0.030042281,0.9263197,0.0061042947,0.031588864],"study_design_scores_gemma":[0.000048910544,0.00010592017,0.0011817777,0.00017359867,0.000040345178,0.00093428016,0.00030121263,0.04471219,0.01949762,0.7715925,0.16130926,0.0001024238],"about_ca_topic_score_codex":0.00079351175,"about_ca_topic_score_gemma":0.0010356092,"teacher_disagreement_score":0.0060831765,"about_ca_system_score_codex":0.0006945636,"about_ca_system_score_gemma":0.0006790878,"threshold_uncertainty_score":0.020350277},"labels":[],"label_agreement":null},{"id":"W2505637835","doi":"10.1142/5670","title":"Hamilton–Jacobi Theory via Cartan Geometry","year":2011,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Waterloo","funders":"","keywords":"Geometry; Mathematics; Hamilton–Jacobi equation; Computer science; Algebra over a field; Pure mathematics; Mathematical analysis","score_opus":0.03913426681756026,"score_gpt":0.2766774857004232,"score_spread":0.23754321888286295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505637835","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012350537,0.010203975,0.037114017,0.004062472,0.0018297511,0.000031521467,0.0001580164,0.00023796613,0.9340119],"genre_scores_gemma":[0.22265029,0.012351795,0.01839792,0.0011963695,0.0028853973,0.00007583957,0.00025867077,0.00030414577,0.74187964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99984837,0.000032604836,0.0000048904194,0.000016562957,0.00008209293,0.000015442158],"domain_scores_gemma":[0.999926,0.000019457233,0.000005715633,0.000014768188,0.000021489142,0.000012673529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024454365,0.0006136745,0.00043287672,0.0014600967,0.0012758431,0.0018947357,0.00054385705,0.0007336945,0.011472479],"category_scores_gemma":[0.0003020646,0.00033950614,0.00031312348,0.0011768484,0.0024057524,0.002752153,0.00088204816,0.0016227746,0.0025195552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012722536,0.0000044470603,0.000009524673,0.0000149370335,0.000002411393,0.000011878703,0.000064220745,0.00019650985,0.00015016754,0.98600334,0.007102328,0.0064388965],"study_design_scores_gemma":[0.0000026859743,0.0000041218477,0.00005647645,0.000009864065,0.0000020366792,0.000042144853,0.000030116635,0.00060194,0.00012011756,0.9315312,0.06759412,0.000005207796],"about_ca_topic_score_codex":0.0019141638,"about_ca_topic_score_gemma":0.00283658,"teacher_disagreement_score":0.011472479,"about_ca_system_score_codex":0.0016194383,"about_ca_system_score_gemma":0.0009852255,"threshold_uncertainty_score":0.03837931},"labels":[],"label_agreement":null},{"id":"W2506923177","doi":"10.1142/9789814656535_0008","title":"COMPUTER RECOGNITION AND EVALUATION OF COINS","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Currency Recognition and Detection","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","score_opus":0.20056161803151548,"score_gpt":0.3014999633056728,"score_spread":0.10093834527415732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2506923177","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19467524,0.04570375,0.5709233,0.0024551286,0.0034150851,0.00038862432,0.0039447257,0.0057811826,0.17271304],"genre_scores_gemma":[0.682095,0.0098814415,0.20161514,0.00029441033,0.00080908387,0.00011794897,0.005586311,0.0005632266,0.09903754],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99823207,0.00036089402,0.00013303597,0.00028791453,0.00086272566,0.00012339409],"domain_scores_gemma":[0.99755704,0.0008286083,0.00018788487,0.00032731597,0.0010136387,0.000085448686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002166763,0.0006410479,0.0008286708,0.0033756592,0.0003041119,0.0028941473,0.0010785912,0.00089271215,0.010442977],"category_scores_gemma":[0.009513917,0.00022429485,0.00039884695,0.00254111,0.0005988688,0.002030964,0.00072715664,0.00047970927,0.006148022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015970365,0.00003965225,0.0039026798,0.0002152789,0.00003650867,0.000082413586,0.000103957325,0.0057015195,0.011721228,0.014599155,0.022023195,0.94141465],"study_design_scores_gemma":[0.000054990058,0.00047531983,0.043894872,0.00060445734,0.00014647997,0.002762346,0.000918662,0.48585987,0.15456583,0.06573858,0.24474989,0.00022867971],"about_ca_topic_score_codex":0.0018858425,"about_ca_topic_score_gemma":0.0025191416,"teacher_disagreement_score":0.010442977,"about_ca_system_score_codex":0.0007354961,"about_ca_system_score_gemma":0.00053333613,"threshold_uncertainty_score":0.034935236},"labels":[],"label_agreement":null},{"id":"W2511144963","doi":"10.1142/9789813147157_0004","title":"Kirchhoff's Theory for Optical Diffraction, Its Predecessor and Subsequent Development: The Resilience of an Inconsistent Theory, by Jed Z. Buchwald (Caltech) and Chen-Pang Yeang (Univ. of Toronto)","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Chen; Mathematical physics; Physics; Psychology; Sociology; Theoretical physics; Geology","score_opus":0.018571694266336217,"score_gpt":0.24710442834806462,"score_spread":0.22853273408172842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511144963","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031197325,0.18162882,0.15296122,0.042504206,0.012600232,0.000060863516,0.0003035544,0.0004235783,0.60639775],"genre_scores_gemma":[0.21656696,0.19079427,0.15890546,0.013649815,0.010306444,0.00029202216,0.0005072325,0.00086975144,0.40810803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984334,0.0004408097,0.000085595064,0.00021581977,0.0007430811,0.00008136045],"domain_scores_gemma":[0.9980945,0.0011327409,0.000065474596,0.00033438494,0.00030710996,0.000065799286],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031005812,0.0008286005,0.00087517087,0.0016074666,0.0018112349,0.004878155,0.0021426822,0.0024056595,0.0049638557],"category_scores_gemma":[0.0051875715,0.00079536985,0.0005430295,0.002172176,0.01329342,0.008698464,0.001868086,0.0058866134,0.0022882628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050136655,0.0000030567007,0.000014101862,0.00003663407,0.000002513544,0.00001566287,0.00012589991,0.00024835236,0.000062079445,0.9766833,0.013144652,0.009658662],"study_design_scores_gemma":[0.0000030768692,0.000003422418,0.000034124212,0.000057184647,0.0000018633185,0.000064275606,0.00004688863,0.0006322599,0.0001283762,0.8730436,0.1259733,0.000011607709],"about_ca_topic_score_codex":0.004609329,"about_ca_topic_score_gemma":0.004543232,"teacher_disagreement_score":0.9981888,"about_ca_system_score_codex":0.004162776,"about_ca_system_score_gemma":0.003922982,"threshold_uncertainty_score":0.030203164},"labels":[],"label_agreement":null},{"id":"W2520426748","doi":"10.1142/9789813144385_0005","title":"The Symmetric Downside-Risk Sharpe Ratio and the Evaluation of Great Investors and Speculators","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sharpe ratio; Speculation; Downside risk; Economics; Financial economics; Business; Finance; Portfolio","score_opus":0.048102038802280055,"score_gpt":0.22125181172253489,"score_spread":0.17314977292025482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520426748","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17267513,0.065943606,0.4456252,0.0063979425,0.0011914166,0.00017929933,0.00045334143,0.00041303984,0.30712098],"genre_scores_gemma":[0.8975792,0.0132444315,0.05633284,0.00044050047,0.0013478807,0.000057748035,0.000200295,0.00011074693,0.030686378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987312,0.00052148267,0.00006402115,0.00015075815,0.00043889214,0.00009367207],"domain_scores_gemma":[0.9951115,0.0029681746,0.0005976205,0.0003107424,0.00072484004,0.0002871114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044993004,0.0007840112,0.0006710348,0.0017135555,0.00035024656,0.0031359713,0.0006606845,0.0012521204,0.004328883],"category_scores_gemma":[0.017483475,0.00034726466,0.00041251606,0.0013430997,0.0022158057,0.003974897,0.00086067634,0.0009845641,0.0007407382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016768985,0.000027822945,0.0050458964,0.00020818492,0.00006645023,0.00048417647,0.00026212138,0.028287439,0.0021250925,0.80816084,0.014952996,0.14021122],"study_design_scores_gemma":[0.000019420035,0.00013422297,0.0065494296,0.00013506685,0.000047764515,0.0008533566,0.00023919092,0.10587703,0.0020735152,0.8635266,0.020483175,0.00006118369],"about_ca_topic_score_codex":0.00051158405,"about_ca_topic_score_gemma":0.0002694681,"teacher_disagreement_score":0.0044993004,"about_ca_system_score_codex":0.0011038034,"about_ca_system_score_gemma":0.00039831692,"threshold_uncertainty_score":0.02379489},"labels":[],"label_agreement":null},{"id":"W2531748682","doi":"10.1142/9789813144064_0004","title":"Actin Filament Dynamics During Vascular Smooth Muscle Contraction","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Actin; Contraction (grammar); Protein filament; Muscle contraction; Biophysics; Anatomy; Materials science; Cell biology; Medicine; Biology; Internal medicine; Composite material","score_opus":0.009397868651598612,"score_gpt":0.2132652761178657,"score_spread":0.20386740746626708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531748682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42882422,0.18690707,0.068641506,0.0037381065,0.0019272285,0.00004492517,0.0003603139,0.00036316013,0.30919352],"genre_scores_gemma":[0.76657575,0.073747374,0.008824233,0.00041461756,0.0007151907,0.000046853078,0.00031947353,0.00015290169,0.14920357],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999449,0.0000052686974,0.000002125604,0.000012238097,0.000029190105,0.0000061865535],"domain_scores_gemma":[0.9999627,0.000018325409,0.0000043920627,0.0000029080745,0.000005902117,0.0000057485227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015822923,0.00019302205,0.0001211673,0.00034323093,0.00020650771,0.0004894737,0.0003434383,0.00042467,0.0009850637],"category_scores_gemma":[0.00020377447,0.00024305642,0.00010203,0.00034521602,0.00037875233,0.00051888183,0.00032115442,0.00046286822,0.00030026233],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017598228,0.000056499084,0.0004320925,0.00026381388,0.00002298888,0.00056359224,0.0005828725,0.00758188,0.66036814,0.051616926,0.00624045,0.27209476],"study_design_scores_gemma":[0.00008228905,0.0005771315,0.038039844,0.0007588106,0.00009278603,0.0029652975,0.00041639767,0.07159027,0.34594443,0.14226195,0.39709637,0.00017446777],"about_ca_topic_score_codex":0.0006438528,"about_ca_topic_score_gemma":0.0009656515,"teacher_disagreement_score":0.0009850637,"about_ca_system_score_codex":0.0004884108,"about_ca_system_score_gemma":0.00014399063,"threshold_uncertainty_score":0.0035437346},"labels":[],"label_agreement":null},{"id":"W2539668039","doi":"10.1142/9789813220720_0007","title":"The State-Owned Enterprises Issue in China’s Prospective Trade Negotiations","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Western University","funders":"","keywords":"Negotiation; China; Business; International trade; State owned; State (computer science); Political science; Market economy; Economics; Law; Computer science","score_opus":0.03827976714796776,"score_gpt":0.21860021591897066,"score_spread":0.1803204487710029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539668039","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26403284,0.008268664,0.0013487036,0.02856662,0.0011375612,0.00006534496,0.00018408247,0.000034749322,0.69636154],"genre_scores_gemma":[0.8790256,0.0015316979,0.00017848125,0.0024645592,0.00052284397,0.000043100415,0.00006178921,0.000019064706,0.116152756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99867755,0.0002554847,0.00005018697,0.00012270571,0.00037994675,0.0005141366],"domain_scores_gemma":[0.99891543,0.00050932507,0.00012129865,0.000077367724,0.00015041756,0.00022614401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023176244,0.00028004698,0.00039804247,0.0010501557,0.007522818,0.009345436,0.0008492218,0.0043381327,0.009373448],"category_scores_gemma":[0.003421769,0.0003281463,0.00046177726,0.002437041,0.0034965868,0.0044393023,0.0022636896,0.004931179,0.0004723886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056997564,0.000038817394,0.0034398327,0.000047944515,0.000017632688,0.0005012085,0.0058320966,0.0008070655,0.00020737498,0.9437511,0.027066913,0.018233022],"study_design_scores_gemma":[0.00009147754,0.00008448736,0.05590729,0.00047544469,0.00008451974,0.0002750882,0.011815042,0.0064077275,0.0012971164,0.36166698,0.56176585,0.00012904646],"about_ca_topic_score_codex":0.04470794,"about_ca_topic_score_gemma":0.09741402,"teacher_disagreement_score":0.04470794,"about_ca_system_score_codex":0.008796362,"about_ca_system_score_gemma":0.0115860915,"threshold_uncertainty_score":0.08889544},"labels":[],"label_agreement":null},{"id":"W2547035353","doi":"10.1142/9789812775344_0049","title":"BLACK HOLES AND THERMODYNAMIC STATES OF MATRIX MODELS","year":2005,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"advanced mathematical theories","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Matrix (chemical analysis); Statistical physics; Physics; Materials science; Composite material","score_opus":0.04404447114909745,"score_gpt":0.2999433449335319,"score_spread":0.2558988737844345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547035353","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0967883,0.02358945,0.10813135,0.008360881,0.0026949572,0.00008502911,0.00024695977,0.00041561323,0.7596875],"genre_scores_gemma":[0.7342494,0.01052345,0.024805771,0.001497342,0.002796851,0.00022283656,0.0002638141,0.00039201678,0.22524858],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997702,0.00008330018,0.000008735127,0.000022105045,0.000088727735,0.00002695699],"domain_scores_gemma":[0.99971277,0.00013313028,0.000023384722,0.000044285298,0.000049353806,0.000037047404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006060549,0.0006973775,0.0008711403,0.0010101896,0.0013905347,0.002630619,0.0009843123,0.0013586986,0.008036376],"category_scores_gemma":[0.0014034383,0.00047793266,0.0005593621,0.00092147716,0.003149916,0.0041317954,0.0010225406,0.0021551833,0.0010018889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021155531,0.0000035156995,0.0000053386693,0.000008923042,0.0000010246335,0.000005556815,0.000042843098,0.0002601964,0.00009607411,0.9976961,0.0010990376,0.00077919394],"study_design_scores_gemma":[0.000001973933,0.0000014009594,0.000010459647,0.0000041415065,5.076015e-7,0.000008665896,0.000009988501,0.00093689596,0.00003091814,0.99701405,0.0019793233,0.0000016305033],"about_ca_topic_score_codex":0.0009507549,"about_ca_topic_score_gemma":0.0010567785,"teacher_disagreement_score":0.008036376,"about_ca_system_score_codex":0.001092293,"about_ca_system_score_gemma":0.00068830623,"threshold_uncertainty_score":0.026884377},"labels":[],"label_agreement":null},{"id":"W2557472250","doi":"10.1142/9789813202788_0001","title":"IN THE BEGINNING WAS THE PROBLEM","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Scientific Innovation and Industrial Efficiency","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; History","score_opus":0.190393401534558,"score_gpt":0.36325763317723064,"score_spread":0.17286423164267264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557472250","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008649032,0.024043124,0.031544797,0.339446,0.016397027,0.000086650885,0.00034212964,0.00020987612,0.5792814],"genre_scores_gemma":[0.26212886,0.017256754,0.017703265,0.12640615,0.013994331,0.0004787528,0.00026590403,0.0008268794,0.5609391],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99668604,0.0013925469,0.00011871829,0.0007402571,0.00069629075,0.00036619353],"domain_scores_gemma":[0.9917713,0.004791339,0.00025333732,0.000640956,0.002064429,0.00047868144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008300869,0.0007275871,0.0012407919,0.0010972416,0.005827447,0.011301232,0.0017126275,0.0077776406,0.019105932],"category_scores_gemma":[0.017518943,0.0005161468,0.0006558964,0.0013527181,0.022913229,0.020438708,0.0044162185,0.017289761,0.0066956603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021019769,0.000011862474,0.000068292735,0.000045766785,0.0000025290553,0.000027295151,0.00085908,0.000073628136,0.000048037386,0.9694922,0.02300098,0.006349274],"study_design_scores_gemma":[0.000018236955,0.000014445329,0.000093248666,0.00020936978,0.000003866753,0.00006560663,0.0015336436,0.000186488,0.00018643058,0.5102794,0.4873919,0.000017370654],"about_ca_topic_score_codex":0.0049012923,"about_ca_topic_score_gemma":0.0043110065,"teacher_disagreement_score":0.019105932,"about_ca_system_score_codex":0.006990238,"about_ca_system_score_gemma":0.0054487423,"threshold_uncertainty_score":0.06391573},"labels":[],"label_agreement":null},{"id":"W2559284396","doi":"10.1142/9789813202788_0011","title":"TECHNOLOGY, SCIENCE, AND POLITICS","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Politics; Political science; Sociology; Law","score_opus":0.03432659091222996,"score_gpt":0.22719141485218544,"score_spread":0.19286482393995547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559284396","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000482649,0.054878037,0.00079381285,0.0049911193,0.0010860207,0.000006125452,0.000025578862,0.000017514596,0.93771917],"genre_scores_gemma":[0.048223946,0.06066263,0.0011049464,0.0031116551,0.0022087675,0.00004475163,0.00008062941,0.000085095955,0.88447756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995041,0.00016682285,0.000014975903,0.0000634935,0.00019606379,0.00005444438],"domain_scores_gemma":[0.99963725,0.00021283794,0.00001880752,0.00004505966,0.00004606707,0.000039930474],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00068186026,0.00070508936,0.0003697773,0.0011638469,0.0024314553,0.008145173,0.0005788242,0.0021381716,0.026264757],"category_scores_gemma":[0.0013369253,0.00024394611,0.0001910542,0.0021214595,0.009080162,0.005984027,0.0016444973,0.0034459843,0.0055533736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044340127,0.000008871463,0.000037204252,0.000043862245,0.0000012663947,0.00001292653,0.0006751272,0.000056806857,0.000041485822,0.9483486,0.034454767,0.016314654],"study_design_scores_gemma":[0.000002220172,0.0000032350601,0.00009114001,0.00020438698,0.0000013990249,0.000026936723,0.0006195774,0.000056929952,0.000043894328,0.25407955,0.74486774,0.0000030538808],"about_ca_topic_score_codex":0.005461297,"about_ca_topic_score_gemma":0.011754306,"teacher_disagreement_score":0.99756855,"about_ca_system_score_codex":0.003861749,"about_ca_system_score_gemma":0.0039334525,"threshold_uncertainty_score":0.08786434},"labels":[],"label_agreement":null},{"id":"W2559984380","doi":"10.1142/9789813144279_0007","title":"Genetic and Epigenetic Variation at the <i>H19</i> Imprinted Region and Its Effect on Birth Weight","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Genetic Syndromes and Imprinting","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Health Science Center, University of Tennessee; National Institutes of Health; National Institute of Child Health and Human Development; Mitacs","keywords":"Epigenetics; Genomic imprinting; Variation (astronomy); Imprinting (psychology); Biology; Genetics; Evolutionary biology; DNA methylation; Physics; Gene; Astrophysics","score_opus":0.009343419746129364,"score_gpt":0.2054754599127091,"score_spread":0.19613204016657973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559984380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5439765,0.28444102,0.013662249,0.0063618454,0.0014888942,0.00004901382,0.0036442878,0.00023522571,0.14614105],"genre_scores_gemma":[0.70604974,0.13362557,0.004503346,0.001295269,0.00089133484,0.00005835131,0.001390993,0.0001362576,0.15204906],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99996984,0.0000065146533,0.0000014200428,0.000008080454,0.000010613719,0.0000035403075],"domain_scores_gemma":[0.9999484,0.000034785928,0.0000060609013,0.0000027159563,0.0000026903706,0.000005292667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009672926,0.00017966052,0.00010718672,0.00021633603,0.00007599515,0.00020331878,0.00023841755,0.00017386067,0.004187353],"category_scores_gemma":[0.0001672271,0.00011402666,0.00019440195,0.0003064633,0.0001914074,0.00010269179,0.00013981594,0.00034883365,0.00059589447],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019988187,0.00027341675,0.02787313,0.00045015605,0.00042354802,0.0021719611,0.00050315226,0.002257498,0.29371268,0.018317794,0.015080997,0.6369368],"study_design_scores_gemma":[0.00011528265,0.0013019972,0.67576087,0.00025122837,0.00040779522,0.0057600723,0.0003514127,0.0017049081,0.08282139,0.0407962,0.19061626,0.000112630594],"about_ca_topic_score_codex":0.0014437215,"about_ca_topic_score_gemma":0.0019223484,"teacher_disagreement_score":0.004187353,"about_ca_system_score_codex":0.00015391906,"about_ca_system_score_gemma":0.00008676533,"threshold_uncertainty_score":0.014008045},"labels":[],"label_agreement":null},{"id":"W2560282079","doi":"10.1142/9789813144279_0010","title":"Epigenetic Consequences of Human Assisted Reproductive Technologies","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Epigenetics; Reproductive technology; Biology; Cell biology; Genetics; Embryo; Gene","score_opus":0.07156185194724483,"score_gpt":0.3180830796477677,"score_spread":0.24652122770052287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560282079","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012104833,0.20810434,0.013325283,0.015105002,0.005807362,0.000024411065,0.00031574996,0.00009621949,0.7451168],"genre_scores_gemma":[0.103507705,0.1951421,0.0056514563,0.0069670626,0.0025712799,0.00006785292,0.00028108942,0.00009788709,0.68571365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99991095,0.00002568615,0.000002802931,0.000012764555,0.000039363706,0.000008383575],"domain_scores_gemma":[0.9999124,0.00005771984,0.0000063869106,0.000008340134,0.000009058466,0.000006004046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024321639,0.00024380587,0.00016452238,0.00022638752,0.0003532956,0.0008853012,0.00031658867,0.000577306,0.01014389],"category_scores_gemma":[0.0003517064,0.00010518155,0.00017371996,0.0002492185,0.001068458,0.0006479229,0.0005794267,0.0011564939,0.0012639017],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065409746,0.000050841572,0.00038929126,0.0003963125,0.000025909178,0.0009675461,0.001204983,0.0011839934,0.01831993,0.6116976,0.056021176,0.309677],"study_design_scores_gemma":[0.000006572999,0.000027803088,0.0010950775,0.00024532498,0.000014681758,0.00092642626,0.00026690363,0.00018577624,0.0069289445,0.17552258,0.81476676,0.000013105185],"about_ca_topic_score_codex":0.00052999024,"about_ca_topic_score_gemma":0.0014467831,"teacher_disagreement_score":0.01014389,"about_ca_system_score_codex":0.00045460922,"about_ca_system_score_gemma":0.00036054038,"threshold_uncertainty_score":0.033934653},"labels":[],"label_agreement":null},{"id":"W2560671556","doi":"10.1142/9789813144279_0008","title":"Disturbances in Folate Metabolism and Their Impact on Development","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Metabolism; Chemistry; Biochemistry","score_opus":0.03315858197148252,"score_gpt":0.29061554661167077,"score_spread":0.25745696464018825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560671556","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003011203,0.7365754,0.0010995405,0.007450911,0.002631899,0.000011659816,0.00017877838,0.00003325747,0.24900727],"genre_scores_gemma":[0.024178673,0.6665375,0.0019418056,0.0027962066,0.0022344259,0.00004237848,0.00017210968,0.000026783553,0.3020701],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99993193,0.000020446021,0.000003961658,0.000009356024,0.000026744367,0.000007663851],"domain_scores_gemma":[0.9999325,0.00004170469,0.0000060422217,0.0000040667783,0.0000085102365,0.0000071658383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022360454,0.000465194,0.0002852551,0.00067278417,0.00027046163,0.0010650494,0.00026306344,0.00063488376,0.009494346],"category_scores_gemma":[0.00041292878,0.00012705068,0.00014827003,0.000773773,0.0006327659,0.00077296677,0.0006265234,0.00086417166,0.0015064391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018338244,0.00008741743,0.0006555038,0.0007970747,0.0000324207,0.00043217995,0.0006988698,0.00042264163,0.002172113,0.15090874,0.14925891,0.6943507],"study_design_scores_gemma":[0.000011520455,0.00004929047,0.0019224331,0.0005170351,0.000015790085,0.0005717816,0.00026014354,0.0000996241,0.0004321127,0.06613703,0.9299744,0.000008837707],"about_ca_topic_score_codex":0.0026624836,"about_ca_topic_score_gemma":0.004964122,"teacher_disagreement_score":0.009494346,"about_ca_system_score_codex":0.0006873643,"about_ca_system_score_gemma":0.00069966615,"threshold_uncertainty_score":0.031761706},"labels":[],"label_agreement":null},{"id":"W2560698020","doi":"10.1142/9789814719735_0008","title":"Processing Strand Break Termini in the DNA Single-Strand Break Repair Pathway","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"DNA Repair Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"DNA; Genetics; Cell biology; Biology","score_opus":0.019259146180293136,"score_gpt":0.2260521287834546,"score_spread":0.20679298260316145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560698020","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015178314,0.45869416,0.15050358,0.0028441986,0.0051711933,0.0001731526,0.00055828976,0.0008737265,0.36600333],"genre_scores_gemma":[0.053729087,0.3055856,0.11378236,0.0016257317,0.001023975,0.00022108451,0.0014015283,0.0005261291,0.5221045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998716,0.000010705802,0.000008138542,0.00003214291,0.000063502375,0.000013849278],"domain_scores_gemma":[0.9999144,0.000038868227,0.000008259101,0.000009339707,0.000019724059,0.000009470388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033482528,0.0010457255,0.0005632661,0.0006215234,0.00053842884,0.002167824,0.00079085375,0.0010021257,0.0069937645],"category_scores_gemma":[0.00026675547,0.00053229876,0.00040761876,0.001021256,0.00070714415,0.002556463,0.0007343713,0.0026100434,0.008220218],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022520802,0.00014163909,0.0001304109,0.0015871066,0.000026797996,0.00049489405,0.00056076224,0.002363065,0.2307283,0.24327265,0.032987636,0.48748156],"study_design_scores_gemma":[0.000015234569,0.000080817066,0.00027392726,0.0002667878,0.00001924475,0.0006795048,0.000079605175,0.0009100122,0.07925939,0.1309005,0.7874795,0.00003553898],"about_ca_topic_score_codex":0.00034257438,"about_ca_topic_score_gemma":0.0005425313,"teacher_disagreement_score":0.0069937645,"about_ca_system_score_codex":0.0009009783,"about_ca_system_score_gemma":0.00070031255,"threshold_uncertainty_score":0.023396492},"labels":[],"label_agreement":null},{"id":"W2599870295","doi":"10.1142/9789813228887_0021","title":"A Direct Evaluation of an Integral of Ismail and Valent","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Differential Equations and Boundary Problems","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Environmental science","score_opus":0.13755736928937143,"score_gpt":0.3330486534480759,"score_spread":0.19549128415870445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599870295","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0417387,0.0060543073,0.17047863,0.0045733466,0.0055690487,0.000052929274,0.00021561897,0.0004021625,0.77091527],"genre_scores_gemma":[0.44112906,0.0042265956,0.09645589,0.0013648401,0.0015825764,0.000054851716,0.00026379016,0.0011369665,0.45378545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995315,0.00008389466,0.000018902896,0.00006412282,0.00025476867,0.00004676308],"domain_scores_gemma":[0.9997273,0.00007781407,0.000011359218,0.000032809672,0.00011913144,0.00003161052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007389224,0.0008462254,0.00069297117,0.0018309226,0.0013530717,0.0020637861,0.0008470987,0.0010110943,0.012478812],"category_scores_gemma":[0.0022444841,0.00030296994,0.0007565983,0.00088013726,0.0018564167,0.003508648,0.0018890072,0.0025270213,0.0025970344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021670125,0.000015473564,0.00007319019,0.00006762257,0.000012391443,0.0001242841,0.00025133076,0.00030290848,0.0018871888,0.9682378,0.008057721,0.020948421],"study_design_scores_gemma":[0.0000127156945,0.000037831007,0.00044059797,0.00006957729,0.000033951103,0.0008270568,0.00021037189,0.005310256,0.004640849,0.8908167,0.09757132,0.000028779927],"about_ca_topic_score_codex":0.0013324877,"about_ca_topic_score_gemma":0.001380005,"teacher_disagreement_score":0.012478812,"about_ca_system_score_codex":0.0014147075,"about_ca_system_score_gemma":0.0007436118,"threshold_uncertainty_score":0.041745722},"labels":[],"label_agreement":null},{"id":"W2602220659","doi":"10.1142/9789812770462_0015","title":"Returns and Volatility in the NYMEX Henry Hub Natural Gas Futures Market","year":2007,"lang":"en","type":"article","venue":"WORLD SCIENTIFIC eBooks","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Futures contract; Volatility (finance); Futures market; Economics; Financial economics; Natural gas; Econometrics; Autoregressive model; Heteroscedasticity; Autoregressive conditional heteroskedasticity; Volatility swap; Monetary economics; Implied volatility; Chemistry","score_opus":0.017707009816611344,"score_gpt":0.22588692927365983,"score_spread":0.2081799194570485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602220659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812888,0.00095730595,0.00532449,0.00262989,0.00009743377,0.000016841974,0.002069373,0.00008774431,0.007528161],"genre_scores_gemma":[0.99272114,0.0005701128,0.0006765777,0.000049866896,0.00006257574,0.000007784004,0.0009111366,0.00002324912,0.0049775275],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998048,0.000057650093,0.000010786752,0.000024845698,0.00007669204,0.000025225218],"domain_scores_gemma":[0.9986261,0.0007478403,0.0003111578,0.000048545186,0.0001764825,0.000089852976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013214112,0.00027178694,0.00024363068,0.00054961274,0.00027288028,0.0013327613,0.00030834894,0.0005788101,0.004148548],"category_scores_gemma":[0.006128645,0.00019578463,0.0001749102,0.0006157183,0.0002949529,0.0016257113,0.0003244807,0.0009784759,0.00027415052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001360567,0.0002632793,0.18757449,0.00017468285,0.00017477658,0.0015277396,0.000617511,0.4703764,0.009326585,0.24577615,0.030737003,0.052090824],"study_design_scores_gemma":[0.000055566667,0.00007046668,0.13282669,0.00003480438,0.000030294219,0.00010325157,0.00026602545,0.80748093,0.0025444217,0.049230654,0.0072845668,0.00007237223],"about_ca_topic_score_codex":0.018317223,"about_ca_topic_score_gemma":0.015024885,"teacher_disagreement_score":0.018317223,"about_ca_system_score_codex":0.001418181,"about_ca_system_score_gemma":0.00042477483,"threshold_uncertainty_score":0.03642118},"labels":[],"label_agreement":null},{"id":"W2603863384","doi":"10.1142/9789812770462_0008","title":"Futures Trading and the Storage of North American Natural Gas","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Futures contract; Natural gas; Natural (archaeology); Natural gas storage; Financial economics; Business; History; Commerce; Economics; Engineering; Archaeology; Waste management","score_opus":0.02463772486251817,"score_gpt":0.21307584849392047,"score_spread":0.1884381236314023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603863384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6657746,0.028501093,0.05287371,0.02154613,0.0010308251,0.000032769676,0.0022749102,0.0003600289,0.22760597],"genre_scores_gemma":[0.9610321,0.0044566537,0.0027677177,0.00013587224,0.00025883107,0.000009677452,0.00027098943,0.00003790553,0.03103033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9998902,0.000024131798,0.0000066134057,0.000018320552,0.000051981024,0.000008821908],"domain_scores_gemma":[0.99940264,0.00030907427,0.000087387176,0.00006343895,0.000114281946,0.000023276869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047584617,0.0002493856,0.00019223428,0.0004660639,0.00053574174,0.0017520798,0.0004030262,0.0005618867,0.009831072],"category_scores_gemma":[0.0022937832,0.00019463786,0.00018577265,0.0009421886,0.00075730664,0.002574764,0.00040977797,0.0007252154,0.00019397386],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025597046,0.000052611136,0.008080967,0.00014417343,0.00004202181,0.0004380187,0.00048425747,0.110882215,0.005138062,0.7805149,0.015290666,0.078676134],"study_design_scores_gemma":[0.000019239673,0.00003442206,0.00977041,0.000091101974,0.00002447727,0.00021932651,0.0003182461,0.2075851,0.003955456,0.73064697,0.047294617,0.00004072429],"about_ca_topic_score_codex":0.013712817,"about_ca_topic_score_gemma":0.015596234,"teacher_disagreement_score":0.9862872,"about_ca_system_score_codex":0.0017862219,"about_ca_system_score_gemma":0.0009783328,"threshold_uncertainty_score":0.032888234},"labels":[],"label_agreement":null},{"id":"W2604152646","doi":"10.1142/9789812770462_0012","title":"The Cyclical Behavior of Monthly NYMEX Energy Prices","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Economics; Monetary economics; Materials science","score_opus":0.042081903201839715,"score_gpt":0.23344356209718717,"score_spread":0.19136165889534745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604152646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659901,0.0007290705,0.005941311,0.001124412,0.00009033276,0.000021678208,0.012638627,0.00018206,0.013282471],"genre_scores_gemma":[0.98531646,0.0004252681,0.001392192,0.00004883026,0.00006789168,0.000022298527,0.0066207806,0.00008147272,0.006024864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99986863,0.000024454273,0.000010255392,0.000026313633,0.00005911879,0.000011244723],"domain_scores_gemma":[0.9985322,0.0005846493,0.00036469544,0.00015209554,0.0003122364,0.000054095024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004971234,0.00013319247,0.0000957991,0.0006849004,0.00018702955,0.00074159424,0.00021326604,0.00028125616,0.0066824458],"category_scores_gemma":[0.0052530398,0.00014622297,0.000096941825,0.0010663591,0.00014625839,0.00062325643,0.00021159786,0.00045365855,0.00067506684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060069986,0.00019822377,0.6691129,0.00031861517,0.00021795012,0.00037567934,0.0007156209,0.06512915,0.016154332,0.057645835,0.050134685,0.13939625],"study_design_scores_gemma":[0.000017191978,0.000031632168,0.8626368,0.0000615511,0.000021259588,0.00009616104,0.00012598696,0.10611083,0.0040164297,0.006850324,0.020001376,0.000030496956],"about_ca_topic_score_codex":0.007015834,"about_ca_topic_score_gemma":0.008307065,"teacher_disagreement_score":0.007015834,"about_ca_system_score_codex":0.0004983014,"about_ca_system_score_gemma":0.00021649202,"threshold_uncertainty_score":0.02235502},"labels":[],"label_agreement":null},{"id":"W2604529719","doi":"10.1142/9789812770462_0017","title":"The North American Natural Gas Liquids Markets are Chaotic","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Chaotic; Natural gas; Natural (archaeology); Business; Petroleum engineering; Environmental science; Computer science; Geography; Geology; Waste management; Engineering; Artificial intelligence; Archaeology","score_opus":0.03189249265485677,"score_gpt":0.21118912996241604,"score_spread":0.17929663730755926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604529719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65882957,0.0018757809,0.00853313,0.009659677,0.00018099461,0.000043663527,0.0017760443,0.00021645884,0.31888467],"genre_scores_gemma":[0.95597357,0.0010788806,0.0013204132,0.00038105657,0.00008601927,0.000018152323,0.00041294878,0.000026337197,0.040702675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99991107,0.000013862351,0.000002818677,0.000015429714,0.00003947141,0.000017351056],"domain_scores_gemma":[0.99972326,0.00007405381,0.000073273455,0.00002154168,0.00008512103,0.000022716731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015127298,0.00017617173,0.00014342197,0.00050676055,0.00064657535,0.0017733646,0.0002387169,0.00029635042,0.012375459],"category_scores_gemma":[0.000850725,0.00017406717,0.00016071998,0.00070936617,0.00062825775,0.0012334702,0.00032303802,0.00047115347,0.0005291752],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036262558,0.00009482916,0.05898655,0.00023846951,0.00012520673,0.0015381691,0.0011925483,0.061750364,0.00614503,0.6477726,0.08483741,0.13695624],"study_design_scores_gemma":[0.000116882446,0.00008636702,0.15827861,0.00020375855,0.000090996284,0.0005431608,0.0035215945,0.13061838,0.005748195,0.42951894,0.27115846,0.000114588496],"about_ca_topic_score_codex":0.057267454,"about_ca_topic_score_gemma":0.07710541,"teacher_disagreement_score":0.9427326,"about_ca_system_score_codex":0.0014434445,"about_ca_system_score_gemma":0.0011563407,"threshold_uncertainty_score":0.11386824},"labels":[],"label_agreement":null},{"id":"W2609644684","doi":"10.1142/9789813148208_0004","title":"The Arduous Road of Modelling: Excerpts from Records of an Enjoyable Co-operation of Nearly 20 Years","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Transport engineering; Computer science; Aeronautics; History; Engineering","score_opus":0.049749007768965105,"score_gpt":0.26443712862538266,"score_spread":0.21468812085641756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609644684","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047608647,0.10105416,0.045353904,0.037202083,0.015212016,0.00023513434,0.012740838,0.0015456656,0.7390475],"genre_scores_gemma":[0.15703343,0.054783218,0.01991547,0.00831788,0.0046581165,0.00034236882,0.011375051,0.0055281585,0.73804635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990538,0.00025467435,0.00004043299,0.000084951746,0.00051078177,0.000055358712],"domain_scores_gemma":[0.99807775,0.0013640419,0.00010879295,0.00013494668,0.00021580856,0.00009868335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083513284,0.0006645882,0.00045899188,0.003270544,0.0025628593,0.0041046124,0.00077736337,0.00091212866,0.01762742],"category_scores_gemma":[0.005634081,0.00034272068,0.00035260397,0.008690002,0.002322357,0.00563089,0.0026963197,0.0020892224,0.0063222023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012310274,0.000041810006,0.00088362384,0.0011475668,0.000020608664,0.00092938554,0.065103315,0.00031035408,0.0031345608,0.059964456,0.70044714,0.16789408],"study_design_scores_gemma":[0.0000015089951,0.000004458537,0.0010087785,0.00032471927,0.0000028506677,0.00047838144,0.004717828,0.000060383263,0.00020006577,0.003383017,0.9898065,0.000011509004],"about_ca_topic_score_codex":0.0063649216,"about_ca_topic_score_gemma":0.022490166,"teacher_disagreement_score":0.01762742,"about_ca_system_score_codex":0.0014726971,"about_ca_system_score_gemma":0.00091241463,"threshold_uncertainty_score":0.058969617},"labels":[],"label_agreement":null},{"id":"W2736778771","doi":"10.1142/9789813221215_0052","title":"Contribution to ‘Tribute to Vladimir Arnold’","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Division of Mathematical Sciences","keywords":"Tribute; Art history; Art; History","score_opus":0.02479183879569303,"score_gpt":0.26678013045819093,"score_spread":0.2419882916624979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736778771","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012822688,0.07859914,0.0028650796,0.26612028,0.23690622,0.000036152655,0.000182086,0.00020858769,0.41380033],"genre_scores_gemma":[0.026402809,0.021453017,0.0010037699,0.048723437,0.0419101,0.000048339276,0.00012331406,0.00048150888,0.8598536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862754,0.0003418523,0.000059561648,0.00022044024,0.00058053905,0.00017008587],"domain_scores_gemma":[0.99880445,0.00047713853,0.000053855812,0.00008250645,0.00037571017,0.00020646145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013056694,0.00070558005,0.0005198965,0.0014679625,0.0030320524,0.0046501923,0.0010670674,0.0030601504,0.018431399],"category_scores_gemma":[0.0058379374,0.00028265995,0.00028197546,0.0006752428,0.003827182,0.004214191,0.0037484984,0.0058215545,0.013101805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000105954105,0.00000764392,0.000027565326,0.00005202899,0.0000023012117,0.000048421716,0.00039674656,0.0000520028,0.0000685525,0.10596448,0.8790053,0.014364351],"study_design_scores_gemma":[0.0000011854441,0.0000017296275,0.000019491556,0.000034342374,7.51279e-7,0.000031416206,0.00006875235,0.000016436796,0.000035400295,0.007906689,0.99188155,0.0000022912354],"about_ca_topic_score_codex":0.0044229636,"about_ca_topic_score_gemma":0.0067223045,"teacher_disagreement_score":0.018431399,"about_ca_system_score_codex":0.0034058043,"about_ca_system_score_gemma":0.003141717,"threshold_uncertainty_score":0.061659157},"labels":[],"label_agreement":null},{"id":"W2737774204","doi":"10.1142/9789813143685_0001","title":"Characteristics of English, Chinese and Arabic Typefaces","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Color perception and design","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Typeface; Arabic; Linguistics; Art; History; Natural language processing; Computer science; Visual arts; Philosophy","score_opus":0.03660623843964298,"score_gpt":0.29882622694910776,"score_spread":0.26221998850946476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737774204","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9062847,0.0011276769,0.0052077356,0.00017859701,0.00020393346,0.00013200857,0.0023936732,0.00028090662,0.084190704],"genre_scores_gemma":[0.94943374,0.00065610703,0.003256091,0.000118315875,0.00004507592,0.00010343242,0.0017691135,0.00039642025,0.044221662],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995943,0.00005943458,0.0000485904,0.00006781482,0.00016869044,0.000061120045],"domain_scores_gemma":[0.9960751,0.0019706069,0.00024977946,0.00018059753,0.0012828977,0.00024091604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037620694,0.00033605582,0.00020630265,0.0013481285,0.0004063418,0.0012667062,0.00023125939,0.00025152852,0.034159277],"category_scores_gemma":[0.005236412,0.00010625516,0.000198589,0.0011175872,0.0002622546,0.0007976997,0.00038018578,0.0002379234,0.006811147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055568977,0.00049060496,0.15490316,0.000635608,0.000065322914,0.0013689777,0.0066690273,0.0010961863,0.147344,0.007080924,0.027328681,0.6474607],"study_design_scores_gemma":[0.00006985368,0.000957237,0.8498045,0.00025763756,0.00014777565,0.008077676,0.00899466,0.0055090175,0.050795075,0.004746018,0.070523456,0.00011705142],"about_ca_topic_score_codex":0.0024120822,"about_ca_topic_score_gemma":0.0015020195,"teacher_disagreement_score":0.034159277,"about_ca_system_score_codex":0.00029675558,"about_ca_system_score_gemma":0.00026624804,"threshold_uncertainty_score":0.114274144},"labels":[],"label_agreement":null},{"id":"W2741046272","doi":"10.1142/9789813227880_0004","title":"HOW THE INTERVAL BETWEEN PRIMARY AND BOOSTER VACCINATION AFFECTS LONG-TERM DISEASE DYNAMICS","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Booster (rocketry); Term (time); Interval (graph theory); Primary (astronomy); Vaccination; Medicine; Virology; Mathematics; Physics; Engineering; Aerospace engineering","score_opus":0.03330063235205037,"score_gpt":0.27815826716335973,"score_spread":0.24485763481130934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741046272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8396563,0.016796011,0.014041728,0.013891676,0.0010126897,0.00003416081,0.0022856274,0.00016452999,0.112117335],"genre_scores_gemma":[0.9775563,0.0033515417,0.00090873486,0.0006024068,0.00013803667,0.000016234437,0.00029602775,0.000053298027,0.017077474],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996443,0.00014932385,0.000009569426,0.00008089969,0.00004233506,0.000073608884],"domain_scores_gemma":[0.998181,0.0013030625,0.00019522624,0.00006365174,0.00011347725,0.0001435887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010264791,0.00021467126,0.0003197674,0.00037235947,0.0003137232,0.0022167051,0.00038973964,0.00088037725,0.013571856],"category_scores_gemma":[0.007122821,0.00018492328,0.00042984376,0.0004714244,0.00059154,0.0014142421,0.0005581085,0.0010589069,0.001695001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011110844,0.00053393596,0.41480106,0.00048538478,0.0010295891,0.00081599975,0.0049323635,0.027522495,0.012946221,0.14707506,0.036927436,0.35181943],"study_design_scores_gemma":[0.00004646145,0.0004073788,0.72511685,0.00027664704,0.00056887005,0.0005353438,0.003967182,0.033253476,0.002093877,0.19337977,0.040228307,0.00012580461],"about_ca_topic_score_codex":0.008317847,"about_ca_topic_score_gemma":0.008516117,"teacher_disagreement_score":0.013571856,"about_ca_system_score_codex":0.0007001087,"about_ca_system_score_gemma":0.00051456114,"threshold_uncertainty_score":0.045402408},"labels":[],"label_agreement":null},{"id":"W2741750108","doi":"10.1142/9789813148208_0006","title":"Quasi-Distances and Weighted Finite Automata","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"semigroups and automata theory","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Mathematics","score_opus":0.021884968505049333,"score_gpt":0.23485990733877915,"score_spread":0.2129749388337298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741750108","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060124706,0.030182598,0.6302189,0.0050210464,0.003680645,0.00006479183,0.0005107385,0.00052038045,0.26967624],"genre_scores_gemma":[0.62640214,0.016174205,0.16482389,0.0015284381,0.0033806583,0.0003422984,0.0008025137,0.0006062615,0.18593962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99929965,0.00020368567,0.000053956202,0.00016893803,0.00022526628,0.000048491554],"domain_scores_gemma":[0.9991067,0.0005220715,0.000055794524,0.00012473941,0.00013516788,0.000055536468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006328256,0.00068723987,0.0006286213,0.0011701031,0.0010601535,0.0023018103,0.00091299857,0.00085176405,0.009387707],"category_scores_gemma":[0.002336952,0.00043809615,0.0005505626,0.0018134026,0.0025639334,0.005870351,0.0012790194,0.0022403372,0.0015600853],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000665975,0.0000039383353,0.00002623636,0.000038469334,0.0000031439356,0.000009808496,0.00007799507,0.0005402425,0.0003623319,0.98654664,0.0014847327,0.010899932],"study_design_scores_gemma":[0.0000015194462,0.0000046847517,0.000031505413,0.00001207395,0.0000021317376,0.000021326174,0.000024786472,0.0010217294,0.00013882719,0.9877699,0.010967822,0.000003754362],"about_ca_topic_score_codex":0.0007805062,"about_ca_topic_score_gemma":0.000874219,"teacher_disagreement_score":0.009387707,"about_ca_system_score_codex":0.0015650294,"about_ca_system_score_gemma":0.000531943,"threshold_uncertainty_score":0.031404972},"labels":[],"label_agreement":null},{"id":"W2758853147","doi":"10.1142/10986","title":"Science with the Cherenkov Telescope Array","year":2018,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":226,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institut National de Physique Nucléaire et de Physique des Particules; Narodowe Centrum Badań i Rozwoju; Argonne National Laboratory; Comisión Nacional de Investigación Científica y Tecnológica; Japan Society for the Promotion of Science; Deutsches Elektronen-Synchrotron; Australian Research Council; Canadian Space Agency; Istituto Nazionale di Fisica Nucleare; State Committee of Science; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; U.S. Department of Energy; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; University of Sydney; Ministero dell’Istruzione, dell’Università e della Ricerca; Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche; Hrvatska Zaklada za Znanost; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bergens Forskningsstiftelse; Fondazione Cariplo; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Ministerio de Ciencia, Tecnología e Innovación Productiva; Ministerstvo Školství, Mládeže a Tělovýchovy; Regione Lombardia; Comisión Nacional de Energía Atómica, Gobierno de Argentina; Centro para el Desarrollo Tecnológico Industrial; Leverhulme Trust; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; University of Adelaide; National Research Foundation; Javna Agencija za Raziskovalno Dejavnost RS; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of New South Wales; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Natural Sciences and Engineering Research Council of Canada; Western Sydney University; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Royal Swedish Academy of Sciences; Ministerio de Educación, Gobierno de Chile; Monash University; Istituto Nazionale di Astrofisica; Georgia Institute of Technology; Consejo Nacional de Investigaciones Científicas y Técnicas; Durham University; Vetenskapsrådet; Smithsonian Institution; Barnard College; University of Oxford; Institute for Cosmic Ray Research, University of Tokyo; University of Leicester; Wisconsin Alumni Research Foundation; Agence Nationale de la Recherche; Sveučilište u Zagrebu; Sveučilište Josipa Jurja Strossmayera u Osijeku; Iowa State University; National Science Foundation","keywords":"Telescope; Cherenkov Telescope Array; Cherenkov radiation; Primary mirror; Gamma-ray astronomy","score_opus":0.009594823487091795,"score_gpt":0.21048145193997395,"score_spread":0.20088662845288216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758853147","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011922767,0.08119466,0.023006344,0.018146811,0.012717501,0.000105557396,0.00047220592,0.0009717816,0.8621929],"genre_scores_gemma":[0.016124083,0.07331834,0.020814423,0.008735822,0.0097745815,0.000111180765,0.00074956,0.000757831,0.86961406],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999119,0.000077089666,0.000024944806,0.00013895647,0.00057718036,0.000062916115],"domain_scores_gemma":[0.999426,0.00012608625,0.000029041987,0.0000813229,0.00024171753,0.00009578543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010622684,0.0008760477,0.00046912135,0.0018532745,0.0012607408,0.0035505095,0.0007293963,0.0016964313,0.026077813],"category_scores_gemma":[0.0016943079,0.00059998,0.0008206602,0.0016147385,0.0017741371,0.005833583,0.0028351601,0.004954874,0.0276923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007327663,0.000040639297,0.00020749486,0.0003440584,0.000025428584,0.0000674523,0.000099878744,0.00091493595,0.0022428774,0.23959742,0.4684037,0.28798288],"study_design_scores_gemma":[0.0000060446887,0.000011592853,0.000113341215,0.000046872454,0.0000029322955,0.00007838177,0.0000070527844,0.00014800171,0.0004404906,0.041262142,0.9578758,0.0000072638854],"about_ca_topic_score_codex":0.0012344068,"about_ca_topic_score_gemma":0.00201493,"teacher_disagreement_score":0.026077813,"about_ca_system_score_codex":0.0018664872,"about_ca_system_score_gemma":0.0019807364,"threshold_uncertainty_score":0.08723897},"labels":[],"label_agreement":null},{"id":"W2763532056","doi":"10.1142/9789814551342_0006","title":"Chapter 6: Energy Restoration in Mobile Sensor Networks","year":2014,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science","score_opus":0.01378621385509987,"score_gpt":0.20661517886555836,"score_spread":0.1928289650104585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763532056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029217273,0.3193708,0.16528544,0.004273188,0.018027985,0.00019311448,0.0004593045,0.0012162015,0.48825225],"genre_scores_gemma":[0.019842368,0.2296405,0.04828911,0.0015886849,0.007921034,0.00014247691,0.0005878864,0.00055453065,0.6914333],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998253,0.000018410714,0.00000823737,0.000032912485,0.00010196314,0.00001327671],"domain_scores_gemma":[0.9998801,0.000043956235,0.0000066320213,0.000013428709,0.000044273536,0.00001157019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001749197,0.000878918,0.00066683633,0.00090176973,0.00039884317,0.0013743456,0.00086392305,0.0008733223,0.026790366],"category_scores_gemma":[0.00042324193,0.00032589596,0.00052196207,0.0016353303,0.00040122907,0.0017135987,0.0006729503,0.0017401519,0.009275384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003547041,0.0001198247,0.00009748361,0.0017090584,0.000037606977,0.00010976517,0.00016979892,0.011273488,0.006224278,0.091910556,0.282624,0.60568863],"study_design_scores_gemma":[0.0000052903683,0.00004372716,0.00022191834,0.00052973913,0.000017032105,0.0002798214,0.000051323783,0.005149283,0.0022712823,0.03453028,0.9568834,0.000017005716],"about_ca_topic_score_codex":0.00056837837,"about_ca_topic_score_gemma":0.0013160494,"teacher_disagreement_score":0.026790366,"about_ca_system_score_codex":0.00058349426,"about_ca_system_score_gemma":0.0005237812,"threshold_uncertainty_score":0.08962268},"labels":[],"label_agreement":null},{"id":"W2765238785","doi":"10.1142/9789812773500_others07","title":"Overview of Part 7","year":2006,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.05438268874098743,"score_gpt":0.24690768607962035,"score_spread":0.19252499733863293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765238785","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005566639,0.036775216,0.0060584815,0.0033775966,0.014685734,0.0002374644,0.0018286542,0.0007577173,0.9357226],"genre_scores_gemma":[0.0012086068,0.016790248,0.0016494469,0.0013292272,0.0012730649,0.00010906899,0.0016196886,0.00024285888,0.97577786],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952924,0.00004901559,0.000018357654,0.0000675499,0.00027129005,0.00006459577],"domain_scores_gemma":[0.99965525,0.000036483358,0.000014998251,0.000038638835,0.00018090784,0.00007374482],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00067341543,0.0010796434,0.0006721456,0.0022358194,0.0010698645,0.0031214887,0.0013083078,0.0014229558,0.3470041],"category_scores_gemma":[0.0010520903,0.00041912118,0.0007712285,0.0021612614,0.00045449246,0.0023747706,0.001813363,0.0018236447,0.26094732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000516621,0.00005505258,0.00008436145,0.00048224206,0.000005565185,0.000068395944,0.00005793854,0.00021724228,0.0018483548,0.016123906,0.6693817,0.31162357],"study_design_scores_gemma":[0.0000010641728,0.0000076039405,0.00008315322,0.00007034236,0.0000014207867,0.0000406893,0.000013418688,0.000017196726,0.00020160047,0.0010455365,0.99851567,0.0000021421856],"about_ca_topic_score_codex":0.0027348343,"about_ca_topic_score_gemma":0.0058974363,"teacher_disagreement_score":0.65299594,"about_ca_system_score_codex":0.0017285016,"about_ca_system_score_gemma":0.002684406,"threshold_uncertainty_score":0.93141943},"labels":[],"label_agreement":null},{"id":"W2765982582","doi":"10.1142/9789814287067_0019","title":"Market Entry and Consumer Behavior: An Investigation of a Wal-Mart Supercenter","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Revenue; Business; Advertising; Quarter (Canadian coin); Product (mathematics); Profiling (computer programming); Barriers to entry; Marketing; Market structure; Industrial organization; Finance; Computer science; Geography","score_opus":0.026270978788223723,"score_gpt":0.22694117918534693,"score_spread":0.2006702003971232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765982582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99886143,0.000018686875,0.00004002338,0.000031863226,8.022746e-7,0.0000075166927,0.00005675686,0.0000036045165,0.0009792986],"genre_scores_gemma":[0.99809104,0.000048859813,0.00022664627,0.000042563606,0.0000063815974,0.000010124418,0.00025843587,0.0000040245964,0.0013119344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951386,0.00015447706,0.000015611617,0.00006062727,0.00018106416,0.00007429023],"domain_scores_gemma":[0.9939062,0.003152441,0.0014413038,0.00029235598,0.000501178,0.0007065242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009992789,0.00022108413,0.00029242228,0.0010523986,0.0010671736,0.001308787,0.0007666857,0.00045594954,0.0059701796],"category_scores_gemma":[0.0026002328,0.00021127412,0.00033945014,0.0011587875,0.0005907794,0.00093781,0.00069133786,0.0008660986,0.00059068593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004423967,0.002956607,0.97102106,0.00003913779,0.00007555902,0.0011610746,0.0034060273,0.0013338169,0.0011177241,0.001030734,0.0020780656,0.015337717],"study_design_scores_gemma":[0.000045113626,0.0013926629,0.9675059,0.000023850625,0.00004924233,0.0003885266,0.008498241,0.018513171,0.00074062654,0.0004108534,0.0023896208,0.000042121846],"about_ca_topic_score_codex":0.024250437,"about_ca_topic_score_gemma":0.040792275,"teacher_disagreement_score":0.024250437,"about_ca_system_score_codex":0.0010882134,"about_ca_system_score_gemma":0.00061775825,"threshold_uncertainty_score":0.048218608},"labels":[],"label_agreement":null},{"id":"W2766196653","doi":"10.1142/11784","title":"Generalization with Deep Learning","year":2020,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":182,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Army Research Office; Air Force Office of Scientific Research; Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Institute for Advanced Research; National Science Foundation","keywords":"Generalization; Maxima and minima; Computer science; Deep learning; Artificial intelligence; Deep neural networks; Theoretical computer science; Machine learning; Mathematics","score_opus":0.015278631879373884,"score_gpt":0.21069738049754166,"score_spread":0.19541874861816777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766196653","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009298476,0.0065090964,0.9274663,0.00482308,0.00055458007,0.00006402992,0.00036385842,0.0006217937,0.05029877],"genre_scores_gemma":[0.6368071,0.012430855,0.30737367,0.0055386084,0.0027248976,0.0006110622,0.0011868377,0.0009008651,0.032426096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99718034,0.0007256671,0.00014925156,0.00065607025,0.001086498,0.0002020703],"domain_scores_gemma":[0.9950222,0.0028327163,0.00029067256,0.0012397742,0.00046509493,0.00014951814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004352353,0.0013995463,0.001282827,0.0018400834,0.0008695662,0.0026449503,0.0025136003,0.001626038,0.0074576847],"category_scores_gemma":[0.01499234,0.00069079257,0.0017903041,0.0014967424,0.0034926313,0.00841291,0.0054322556,0.0061517525,0.0014060275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003397996,0.000020833111,0.00037808873,0.00022852205,0.00005841219,0.000049470924,0.0000764886,0.05663451,0.0009055267,0.8755525,0.00955737,0.056504183],"study_design_scores_gemma":[0.0000052159244,0.000022915558,0.00017205594,0.000056774723,0.000013586525,0.00006308101,0.000014730308,0.10620859,0.0004958728,0.88324493,0.0096911425,0.000011023846],"about_ca_topic_score_codex":0.0018146727,"about_ca_topic_score_gemma":0.0013835792,"teacher_disagreement_score":0.0074576847,"about_ca_system_score_codex":0.0030873045,"about_ca_system_score_gemma":0.0012361177,"threshold_uncertainty_score":0.024948418},"labels":[],"label_agreement":null},{"id":"W2768023057","doi":"10.1142/9789813144385_0004","title":"Stock Ownership Decisions in Defined Contribution Pension Plans","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pension; Stock (firearms); Business; Actuarial science; Finance; Materials science; Metallurgy","score_opus":0.03655653217864267,"score_gpt":0.23698733973284294,"score_spread":0.20043080755420029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768023057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832376,0.000613089,0.00379638,0.0003418339,0.000023445384,0.000022347349,0.00017562538,0.000011477809,0.011778101],"genre_scores_gemma":[0.99216,0.0002143151,0.00056323444,0.00001551709,0.000005404369,0.000005345753,0.00008320045,0.0000029483479,0.0069499575],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9998318,0.000056843106,0.0000070502656,0.000022248661,0.000037034293,0.00004494306],"domain_scores_gemma":[0.9995726,0.00020077203,0.00009142593,0.0000219481,0.000030335588,0.000082910774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061045034,0.00019883132,0.00017224459,0.00023134294,0.00024460172,0.0011367054,0.00033823343,0.00038099688,0.004486135],"category_scores_gemma":[0.0025367567,0.00018190657,0.00020551222,0.00017166449,0.00029144675,0.0008366641,0.0005059285,0.0004416786,0.00031101823],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017061688,0.00073499593,0.2518083,0.0001906566,0.00022096283,0.002945786,0.0028454512,0.25744122,0.0080239065,0.2219496,0.007613261,0.24451976],"study_design_scores_gemma":[0.00013379958,0.00091417285,0.24040522,0.00024939407,0.0001870444,0.00085229456,0.0034655181,0.5145287,0.0075272,0.20259766,0.029016573,0.00012244849],"about_ca_topic_score_codex":0.003334732,"about_ca_topic_score_gemma":0.0051253894,"teacher_disagreement_score":0.004486135,"about_ca_system_score_codex":0.00087524834,"about_ca_system_score_gemma":0.0004039418,"threshold_uncertainty_score":0.015007675},"labels":[],"label_agreement":null},{"id":"W2774657521","doi":"10.1142/9789813228795_0008","title":"Modulation of osteoclast differentiation and function by Rho GTPases","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Bone Metabolism and Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Osteoclast; Modulation (music); GTPase; Cell biology; Function (biology); Biology; Physics; Genetics; Receptor; Acoustics","score_opus":0.011823497989987455,"score_gpt":0.2150136055520234,"score_spread":0.20319010756203593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774657521","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026674177,0.56461847,0.015054473,0.0038914941,0.00268168,0.000057848105,0.00043973423,0.000431067,0.38615108],"genre_scores_gemma":[0.090739965,0.357748,0.010184507,0.0012692525,0.0010607385,0.00010563601,0.00066397706,0.00017167917,0.53805625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999335,0.0000052220803,0.0000030528554,0.000008852917,0.000039533592,0.000009801763],"domain_scores_gemma":[0.99998033,0.000008241878,0.0000020017605,0.00000213643,0.000003831038,0.0000034345137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013392387,0.00037572952,0.00023088678,0.00042222365,0.00016438832,0.0008934538,0.00030497566,0.00028062268,0.004154288],"category_scores_gemma":[0.00010501348,0.00014383324,0.00019940127,0.00041155887,0.00027503853,0.00055336324,0.00040939552,0.0010022584,0.0023285719],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015673356,0.000079576785,0.00009311545,0.0005042848,0.000012529881,0.00021699519,0.00012067816,0.0007328598,0.26155356,0.092074394,0.033428412,0.6110268],"study_design_scores_gemma":[0.000020550093,0.000073216026,0.00089243875,0.00014164048,0.000013276629,0.00042842468,0.000051581002,0.0005031884,0.054795194,0.0153559605,0.9277069,0.00001758846],"about_ca_topic_score_codex":0.00035735712,"about_ca_topic_score_gemma":0.00087887445,"teacher_disagreement_score":0.004154288,"about_ca_system_score_codex":0.00039194105,"about_ca_system_score_gemma":0.00026304813,"threshold_uncertainty_score":0.013897479},"labels":[],"label_agreement":null},{"id":"W2780907186","doi":"10.1142/9789813204027_0017","title":"Debris Impacts and Effects on Structures","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Debris; Environmental science; Geography; Meteorology","score_opus":0.010647314129704424,"score_gpt":0.22416014869939624,"score_spread":0.2135128345696918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780907186","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028962132,0.04762955,0.011499551,0.0013186915,0.00289892,0.000020907117,0.00014472044,0.00011612899,0.9334753],"genre_scores_gemma":[0.022973798,0.042132854,0.0028183593,0.00039847082,0.0012374006,0.000028935274,0.00017400914,0.00015477653,0.9300814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984455,0.000016867996,0.0000036520119,0.000015497408,0.00010655952,0.000012864955],"domain_scores_gemma":[0.9999207,0.000030616964,0.000004310609,0.000010312733,0.000027172351,0.0000068682675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014166682,0.0008799843,0.00037278674,0.0011651547,0.0007117816,0.0019872114,0.00057534524,0.0009842226,0.0354236],"category_scores_gemma":[0.0004426067,0.00028335795,0.00029493743,0.0012599629,0.001061848,0.0013683322,0.0011427401,0.0011177337,0.0076133194],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025668474,0.000050245842,0.00023514486,0.0005539108,0.000013819544,0.00018236598,0.00070130086,0.009941064,0.0026108788,0.28953215,0.22383747,0.472316],"study_design_scores_gemma":[0.000002482872,0.000011828865,0.00047190592,0.00027128716,0.0000046095374,0.00016591234,0.00023314662,0.0014082061,0.00059035065,0.13000555,0.86682475,0.0000099411645],"about_ca_topic_score_codex":0.0024152189,"about_ca_topic_score_gemma":0.0062330575,"teacher_disagreement_score":0.0354236,"about_ca_system_score_codex":0.0008101499,"about_ca_system_score_gemma":0.00068645435,"threshold_uncertainty_score":0.11850375},"labels":[],"label_agreement":null},{"id":"W2789446326","doi":"10.1142/9789814405461_0020","title":"The Predictive Ability of the Bond-Stock Earnings Yield Differential Model","year":2012,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pacific Institute for the Mathematical Sciences","funders":"","keywords":"Bond; Earnings yield; Economics; Equity (law); Stock (firearms); Financial economics; Earnings; Yield curve; Econometrics; Stock market; Yield (engineering); Earnings per share; Finance; Price–earnings ratio","score_opus":0.04455844642745298,"score_gpt":0.2024039887978942,"score_spread":0.15784554237044124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789446326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85760397,0.002250353,0.121498905,0.0031251134,0.00034772826,0.000054983037,0.0018829816,0.0007445035,0.012491522],"genre_scores_gemma":[0.99475914,0.00031182377,0.0019656643,0.000053797365,0.00006345623,0.000011768745,0.00050202035,0.00002063821,0.002311833],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969816,0.00011064075,0.000013948053,0.000087200024,0.000046325014,0.00004366474],"domain_scores_gemma":[0.9951568,0.0036408554,0.00044986335,0.00025865133,0.0003497677,0.00014404162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002083379,0.000746189,0.00057439925,0.00072998455,0.00027365514,0.0016311109,0.0006830286,0.000702856,0.004135902],"category_scores_gemma":[0.011587113,0.00029301812,0.00046965783,0.00054905325,0.00043088783,0.0010255362,0.0007862561,0.0014387524,0.00063747645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031196562,0.00013361494,0.07147141,0.000051533,0.00020572548,0.00026540036,0.00007883349,0.83410066,0.0006845337,0.03019842,0.008640625,0.0538572],"study_design_scores_gemma":[0.000007631559,0.000015632591,0.0032883997,0.00000926933,0.0000102415115,0.00001456972,0.000006272361,0.9888325,0.00009063536,0.007479268,0.00023662492,0.000008959953],"about_ca_topic_score_codex":0.014138807,"about_ca_topic_score_gemma":0.004524313,"teacher_disagreement_score":0.014138807,"about_ca_system_score_codex":0.00066961715,"about_ca_system_score_gemma":0.00055242045,"threshold_uncertainty_score":0.028113067},"labels":[],"label_agreement":null},{"id":"W2789741247","doi":"10.1142/9789813144385_0008","title":"How Does the <i>Fortune's Formula</i>-Kelly Capital Growth Model Perform?","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Volatility (finance); Economics; Term (time); Investment (military); Capital investment; Horizon; Capital (architecture); Function (biology); Simple (philosophy); Financial economics; Medium term; Time horizon; Investment strategy; Econometrics; Mathematical economics; Monetary economics; Mathematics; Finance; Macroeconomics; History","score_opus":0.027994204191308027,"score_gpt":0.1769531917241345,"score_spread":0.1489589875328265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789741247","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18026218,0.0074404287,0.52540046,0.0390953,0.0009234753,0.00013130983,0.0007697425,0.00061369874,0.24536344],"genre_scores_gemma":[0.9209725,0.0029165414,0.03646327,0.0009874643,0.00017353732,0.00011990844,0.00021071217,0.00018862123,0.03796733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960595,0.00018590155,0.000010537053,0.000047948615,0.00007746146,0.00007231344],"domain_scores_gemma":[0.99895006,0.0006527743,0.000093415845,0.00007320499,0.00013131299,0.0000992292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015253882,0.0008059415,0.0007201706,0.0004079885,0.00063284463,0.0035764684,0.0013244547,0.0019640706,0.0036231035],"category_scores_gemma":[0.007606816,0.0003012846,0.00055447646,0.0005532441,0.0013698927,0.0037662077,0.00077246496,0.0017376281,0.0008104012],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052216135,0.000043241,0.0026712806,0.00005393411,0.000032695505,0.00011402638,0.00021918771,0.16874999,0.00029298308,0.791185,0.013053406,0.023532033],"study_design_scores_gemma":[0.000014915288,0.000025610483,0.00061019184,0.00003793115,0.000011759209,0.00004977945,0.00007652312,0.5277411,0.0002173972,0.46549648,0.005692142,0.000026115007],"about_ca_topic_score_codex":0.018729592,"about_ca_topic_score_gemma":0.008807616,"teacher_disagreement_score":0.018729592,"about_ca_system_score_codex":0.0017704893,"about_ca_system_score_gemma":0.0015540741,"threshold_uncertainty_score":0.03724116},"labels":[],"label_agreement":null},{"id":"W2794610431","doi":"10.1142/9789813149106_0006","title":"Preserving Privacy in Web Applications Through Traffic Padding","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Padding; Computer science; Computer security; Internet privacy; Web traffic; World Wide Web; The Internet","score_opus":0.030624198743346633,"score_gpt":0.2569931536900277,"score_spread":0.22636895494668105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794610431","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025411163,0.00066825066,0.9626837,0.0006603583,0.00006468195,0.00015583719,0.00008706282,0.00093590195,0.0093331095],"genre_scores_gemma":[0.5711738,0.0021070489,0.41128972,0.00028700446,0.00015332543,0.00034752552,0.00027608685,0.000407179,0.013958296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970186,0.0011563923,0.00015708564,0.00034649676,0.0010161971,0.000305287],"domain_scores_gemma":[0.99385023,0.0033952298,0.00033250288,0.0018706544,0.0004172559,0.00013419862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002574866,0.0009604933,0.001174321,0.0009666355,0.0009731826,0.0038802738,0.0017618496,0.0015113896,0.002973309],"category_scores_gemma":[0.00940013,0.0007295579,0.0012230235,0.0020967547,0.0016801651,0.0052404697,0.0024807896,0.0030482912,0.0011378721],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032895966,0.00021539985,0.0012161895,0.00038812388,0.000062770356,0.00031965974,0.0003987087,0.29301625,0.013474964,0.37758225,0.0054393774,0.30755728],"study_design_scores_gemma":[0.000038218917,0.0000970233,0.00021364812,0.000057253685,0.00003198485,0.00040553417,0.00011397945,0.71830446,0.017943528,0.25035256,0.012414785,0.000026967718],"about_ca_topic_score_codex":0.00048307184,"about_ca_topic_score_gemma":0.00046211592,"teacher_disagreement_score":0.0038802738,"about_ca_system_score_codex":0.0014976726,"about_ca_system_score_gemma":0.0014449505,"threshold_uncertainty_score":0.013617337},"labels":[],"label_agreement":null},{"id":"W2796042589","doi":"10.1142/9789813232013_0009","title":"Genetically Modified NAT Mouse Models","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Nat; Biology; Computer science; Computer network","score_opus":0.026036042316270977,"score_gpt":0.2495323948667485,"score_spread":0.2234963525504775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796042589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29490638,0.057845075,0.28596318,0.0070999092,0.008410531,0.0019946531,0.04759298,0.015753174,0.28043413],"genre_scores_gemma":[0.33693033,0.04497113,0.096100144,0.004048837,0.00086280296,0.003966771,0.030121503,0.0027688257,0.4802296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948126,0.00006976743,0.00004423351,0.0001197118,0.00022705375,0.000057962374],"domain_scores_gemma":[0.9997248,0.00004579387,0.000079677106,0.00006907491,0.000028086502,0.000052414878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077693316,0.0015793759,0.0005077759,0.0018602704,0.00045974678,0.001186549,0.002048944,0.0018059965,0.022492431],"category_scores_gemma":[0.00034082244,0.00054383033,0.0007791058,0.0005386121,0.00079831487,0.001064771,0.0006754646,0.0024501148,0.010794985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000498695,0.00023609243,0.00042371894,0.0005247294,0.00009276619,0.0012729572,0.00009625573,0.0005710634,0.9002175,0.03782198,0.01886772,0.039376605],"study_design_scores_gemma":[0.00022506827,0.00054653373,0.0017133785,0.00032016716,0.0002869392,0.0073953816,0.000058243386,0.0011291179,0.39425713,0.0067970576,0.58719414,0.000076842865],"about_ca_topic_score_codex":0.00027395927,"about_ca_topic_score_gemma":0.00079957064,"teacher_disagreement_score":0.022492431,"about_ca_system_score_codex":0.000618218,"about_ca_system_score_gemma":0.0003087905,"threshold_uncertainty_score":0.075244725},"labels":[],"label_agreement":null},{"id":"W2809614080","doi":"10.1142/9789811203770_0006","title":"The Measurement of Polarization in Radio Astronomy","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Herzberg Institute of Astrophysics","funders":"","keywords":"Polarimeter; Stokes parameters; Polarization (electrochemistry); Telescope; Physics; Radio telescope; Optics; Confusion; Polarimetry; Astronomy; Remote sensing; Geology","score_opus":0.021521283226524347,"score_gpt":0.20836941507215015,"score_spread":0.1868481318456258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809614080","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017561376,0.15616019,0.112616174,0.003394594,0.006185125,0.00007193829,0.0002246568,0.000633454,0.7189578],"genre_scores_gemma":[0.0442199,0.23634131,0.12733279,0.00499899,0.006744448,0.0002097721,0.00054438564,0.0010967785,0.5785116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993051,0.00012417315,0.000020463274,0.00012180999,0.00040083317,0.000027554683],"domain_scores_gemma":[0.99945766,0.00028501314,0.000025774134,0.00009020618,0.00011805183,0.000023357561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006109128,0.00076779304,0.00043573146,0.0013725347,0.0010879698,0.0036544376,0.000980578,0.0009986944,0.008227689],"category_scores_gemma":[0.0013503503,0.00048587107,0.00023263425,0.0029408128,0.003917541,0.0049259616,0.001782523,0.0033213513,0.008176212],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016307657,0.00002324302,0.00022320672,0.0004333426,0.000006750945,0.00007676662,0.00060356606,0.0005362799,0.0023494214,0.6195965,0.089880824,0.28625384],"study_design_scores_gemma":[0.0000013095148,0.000014455613,0.000271218,0.0002605603,0.000003360533,0.00029759755,0.00010165652,0.0004228462,0.0011202738,0.10857891,0.8889145,0.000013364682],"about_ca_topic_score_codex":0.00075133215,"about_ca_topic_score_gemma":0.00074276334,"teacher_disagreement_score":0.008227689,"about_ca_system_score_codex":0.0008953119,"about_ca_system_score_gemma":0.00073495484,"threshold_uncertainty_score":0.027524292},"labels":[],"label_agreement":null},{"id":"W2890146329","doi":"10.1142/9789813229396_0010","title":"Arabic and English Typeface Personas","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Typeface; Persona; Arabic; Art; Linguistics; Computer science; Visual arts; Philosophy; Humanities","score_opus":0.0257356081134347,"score_gpt":0.22239793622353424,"score_spread":0.19666232811009954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890146329","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025747793,0.0037885965,0.088622175,0.0015616334,0.0030973377,0.00007366497,0.0006797949,0.0021238062,0.89747834],"genre_scores_gemma":[0.046141602,0.00504319,0.063818686,0.00084851065,0.00092769554,0.00016039821,0.000989014,0.002151328,0.8799197],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994166,0.000115574556,0.000048882073,0.00011433696,0.000245804,0.00005886904],"domain_scores_gemma":[0.9992854,0.0002105885,0.00003381965,0.000112501686,0.0002997114,0.000057979538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004708944,0.0013770722,0.0004687852,0.0011918736,0.0015027527,0.0039566527,0.0005917239,0.0009796236,0.14427441],"category_scores_gemma":[0.0027107464,0.00034190877,0.00034847384,0.0012425126,0.0009973823,0.0046958956,0.0015394029,0.0016429643,0.08231174],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010117461,0.000030068803,0.00016954665,0.00027362828,0.000007033158,0.000139887,0.00121867,0.00034244286,0.0037112366,0.2706985,0.24505888,0.4782489],"study_design_scores_gemma":[0.0000051123966,0.00002012095,0.00015528846,0.00013367769,0.0000054068573,0.0004638675,0.00024644512,0.0005954064,0.001468689,0.01857599,0.97831684,0.000013048116],"about_ca_topic_score_codex":0.0012267459,"about_ca_topic_score_gemma":0.0014100859,"teacher_disagreement_score":0.14427441,"about_ca_system_score_codex":0.0008647256,"about_ca_system_score_gemma":0.0004558722,"threshold_uncertainty_score":0.482646},"labels":[],"label_agreement":null},{"id":"W2892211301","doi":"10.1142/9789813229396_0005","title":"Arabic Word Spotting Approaches and Techniques","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Spotting; Arabic; Word (group theory); Linguistics; Natural language processing; Computer science; Artificial intelligence; Philosophy","score_opus":0.07077514900205505,"score_gpt":0.22434821493517348,"score_spread":0.15357306593311842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892211301","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008523488,0.006270817,0.8929807,0.00088128634,0.0010671745,0.00015460103,0.000909866,0.0100643085,0.07914777],"genre_scores_gemma":[0.06967134,0.0061214375,0.8495372,0.00037630825,0.00077579694,0.00019697286,0.0025807668,0.0030835667,0.067656666],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99890506,0.00022985406,0.000117897034,0.00021031513,0.0004689157,0.00006790489],"domain_scores_gemma":[0.9983695,0.0005219652,0.00006918807,0.00030976493,0.0006604419,0.00006919255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083260686,0.0016583463,0.00082965044,0.0040975953,0.0016302981,0.0042958437,0.0015668798,0.00094298966,0.037621364],"category_scores_gemma":[0.004051232,0.00052203744,0.000688079,0.004810061,0.0011594126,0.0038565833,0.0018328067,0.0017672393,0.025920391],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011245985,0.000035585108,0.00023507864,0.00050919363,0.000019263553,0.00015733922,0.0007695783,0.0012719434,0.018142816,0.03827203,0.0229121,0.9175627],"study_design_scores_gemma":[0.00004067064,0.000105919644,0.0013780163,0.00047370986,0.00011113831,0.0024727238,0.0018558238,0.04891121,0.09563273,0.12327311,0.725593,0.00015198573],"about_ca_topic_score_codex":0.0010999888,"about_ca_topic_score_gemma":0.0012813446,"teacher_disagreement_score":0.037621364,"about_ca_system_score_codex":0.0005385536,"about_ca_system_score_gemma":0.00072391215,"threshold_uncertainty_score":0.12585592},"labels":[],"label_agreement":null},{"id":"W2902019865","doi":"10.1142/9789813272989_0007","title":"Modeling Resistive Superconducting Fault Current Limiters in Power System Transient Simulators","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Transient (computer programming); Resistive touchscreen; Fault current limiter; Electric power system; Fault (geology); Superconductivity; Electrical engineering; Current (fluid); Computer science; Transient analysis; Power (physics); Electronic engineering; Physics; Engineering; Transient response; Condensed matter physics; Geology; Operating system; Seismology","score_opus":0.031723514866976985,"score_gpt":0.23134787046615313,"score_spread":0.19962435559917613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902019865","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025308626,0.00084662915,0.92388755,0.0002550137,0.00012826613,0.00010450441,0.00029081345,0.002237687,0.046940994],"genre_scores_gemma":[0.73842937,0.0018175173,0.20091589,0.00021156,0.000108099615,0.00035473853,0.0008329132,0.0013985336,0.055931337],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985135,0.000048552953,0.00000715045,0.000015778236,0.00006465006,0.000012557596],"domain_scores_gemma":[0.99968743,0.00016876006,0.000026406495,0.00003828209,0.00006687412,0.000012272176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027621214,0.0006099944,0.0005168587,0.0003442186,0.00027771835,0.00091681024,0.0014809974,0.001114279,0.006893874],"category_scores_gemma":[0.0013696162,0.0004735651,0.0004361876,0.00039971463,0.00035310586,0.0015081528,0.000504104,0.0010355056,0.0013862322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024027906,0.000027253995,0.00013338841,0.00009019574,0.000015422007,0.000051327672,0.00008294875,0.95673144,0.0027068506,0.025597526,0.0014808092,0.013058765],"study_design_scores_gemma":[0.0000058222945,0.000009348783,0.00002737494,0.0000135261935,0.000004692926,0.000011919283,0.000007808541,0.99047345,0.00085084065,0.005540868,0.0030507518,0.0000036195295],"about_ca_topic_score_codex":0.0035520871,"about_ca_topic_score_gemma":0.0042299903,"teacher_disagreement_score":0.006893874,"about_ca_system_score_codex":0.00060793775,"about_ca_system_score_gemma":0.000643306,"threshold_uncertainty_score":0.023062289},"labels":[],"label_agreement":null},{"id":"W2906040923","doi":"10.1142/7069","title":"Building Secure and High-Performance Software Systems","year":2011,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Software; Operating system","score_opus":0.015220875216603525,"score_gpt":0.21114614227343906,"score_spread":0.19592526705683552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906040923","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025128938,0.015584006,0.7623228,0.001575828,0.0007760385,0.0001669459,0.00018097194,0.0075092097,0.18675543],"genre_scores_gemma":[0.19723001,0.028247053,0.6065175,0.000309898,0.0005148543,0.00025971653,0.0008255632,0.0039228746,0.16217268],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946505,0.00003813651,0.00001937928,0.000038611965,0.00040478597,0.000034044144],"domain_scores_gemma":[0.9994467,0.00019881314,0.000035230052,0.0001869842,0.00010085358,0.00003138576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044581405,0.0012061582,0.0005139832,0.00075563387,0.0007020369,0.0018287698,0.00092382554,0.00075428525,0.010445505],"category_scores_gemma":[0.0015690677,0.0009471225,0.0005717049,0.0008324149,0.0012417661,0.0033730601,0.001873273,0.0020503874,0.0069728894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043496624,0.00006264374,0.00052125764,0.00069037476,0.00006910502,0.00023962556,0.00047040306,0.051290844,0.030259628,0.2539702,0.046230674,0.61615175],"study_design_scores_gemma":[0.000044500433,0.00015249418,0.0009510095,0.00031941282,0.000081774866,0.00069097866,0.00013787913,0.10139079,0.049671922,0.3384404,0.5080608,0.000058018148],"about_ca_topic_score_codex":0.0007111571,"about_ca_topic_score_gemma":0.0009127911,"teacher_disagreement_score":0.010445505,"about_ca_system_score_codex":0.0006330147,"about_ca_system_score_gemma":0.0006860113,"threshold_uncertainty_score":0.0349437},"labels":[],"label_agreement":null},{"id":"W2912823574","doi":"10.1142/9789813271838_0001","title":"Atmospheric Ammonia: Measurements, Modeling, and Chemistry–Climate Interactions","year":2019,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Atmospheric chemistry; Atmospheric sciences; Ammonia; Environmental science; Climatology; Environmental chemistry; Chemistry; Meteorology; Geography; Physics; Geology; Organic chemistry","score_opus":0.032592603291793004,"score_gpt":0.21623425441733773,"score_spread":0.18364165112554473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912823574","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01275646,0.4923026,0.040596634,0.0057130996,0.006413773,0.000061508945,0.0016867007,0.0008206779,0.4396486],"genre_scores_gemma":[0.10070667,0.39804313,0.027108878,0.0017051606,0.0046864897,0.00008851544,0.001751878,0.0004691122,0.4654403],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989724,0.000010250356,0.0000028769348,0.00002500446,0.000058396774,0.0000062089252],"domain_scores_gemma":[0.9999405,0.00003348895,0.000005214215,0.0000060787,0.000010560492,0.0000041020307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019479048,0.0006365997,0.00033108538,0.00038305455,0.00020016362,0.0011644812,0.00063171255,0.00068214355,0.0060539143],"category_scores_gemma":[0.00027655653,0.00025703732,0.00024560635,0.0011642855,0.0003547418,0.0017927805,0.0005085175,0.0006898893,0.0025300486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008100275,0.00010103584,0.0011941539,0.0010867867,0.000052287636,0.00013012103,0.000091379574,0.012525217,0.008943385,0.066179976,0.20098652,0.7086281],"study_design_scores_gemma":[0.000010336155,0.000061307976,0.0028111262,0.00028558658,0.000025123674,0.00033074166,0.0000844856,0.012003349,0.0048263962,0.067978635,0.9115527,0.000030164829],"about_ca_topic_score_codex":0.002939201,"about_ca_topic_score_gemma":0.0058412123,"teacher_disagreement_score":0.0060539143,"about_ca_system_score_codex":0.00053579686,"about_ca_system_score_gemma":0.0005939501,"threshold_uncertainty_score":0.020252407},"labels":[],"label_agreement":null},{"id":"W2949062666","doi":"10.1142/9789814656054_0060","title":"ASYMPTOTICS OF ORTHOGONAL POLYNOMIALS VIA RECURRENCE RELATIONS","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Mathematical functions and polynomials","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Orthogonal polynomials; Recurrence relation; Mathematics; Pure mathematics; Medicine; Combinatorics","score_opus":0.12452614258836145,"score_gpt":0.3199519326270974,"score_spread":0.19542579003873597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949062666","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.076230705,0.018612267,0.38732865,0.0036826131,0.0023952483,0.000067447676,0.00027670167,0.0007595568,0.5106468],"genre_scores_gemma":[0.69392395,0.016850386,0.09669278,0.001353482,0.005834042,0.00023468895,0.000551573,0.0009723877,0.18358661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999311,0.0002067944,0.000029144516,0.00008105007,0.00030015328,0.000071788854],"domain_scores_gemma":[0.99918324,0.00038818832,0.0000814103,0.0001199421,0.00017159183,0.00005559382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096299534,0.0009213103,0.00088415504,0.0022544349,0.00087668194,0.0025404864,0.001093158,0.00090502994,0.008152708],"category_scores_gemma":[0.005368908,0.00049221475,0.00078155,0.0016809586,0.002708897,0.0037600694,0.0016066458,0.003130879,0.002017148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007130933,0.000006916681,0.0000396278,0.000025806326,0.0000029868236,0.000017870358,0.00006480537,0.0009602325,0.00028841844,0.98706496,0.0018566272,0.009664604],"study_design_scores_gemma":[0.0000045294837,0.0000062588474,0.000090750684,0.000020795822,0.000003313048,0.00006711994,0.000019445883,0.0065883906,0.00016099072,0.98669356,0.006336089,0.00000881368],"about_ca_topic_score_codex":0.0012915364,"about_ca_topic_score_gemma":0.0013854958,"teacher_disagreement_score":0.008152708,"about_ca_system_score_codex":0.0015334177,"about_ca_system_score_gemma":0.0006468685,"threshold_uncertainty_score":0.027273476},"labels":[],"label_agreement":null},{"id":"W2949183262","doi":"10.1142/9789813271647_0006","title":"From Open Data to Open Governance in Canada: Dissecting a Work in Progress","year":2019,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Open data; Work (physics); Open source; Computer science; Engineering; World Wide Web; Mechanical engineering; Operating system","score_opus":0.10612662995777739,"score_gpt":0.33200159041835475,"score_spread":0.22587496046057737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949183262","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035250057,0.05131974,0.004497952,0.25633514,0.0019352018,0.00013209098,0.0005768793,0.00016594284,0.649787],"genre_scores_gemma":[0.6046703,0.06702188,0.008664132,0.031898573,0.0005358867,0.00017696543,0.0007286932,0.00037142518,0.28593218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98686963,0.0013623857,0.0002425034,0.0008980126,0.006967593,0.00365991],"domain_scores_gemma":[0.9930441,0.0022119526,0.00019369603,0.0004199891,0.0024874492,0.0016429108],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.007823017,0.00057333295,0.00073261646,0.004037142,0.03609708,0.032240383,0.0031294357,0.0043680854,0.0057985447],"category_scores_gemma":[0.010995013,0.0006487565,0.0005175094,0.015293804,0.034490447,0.008643597,0.00887156,0.00736918,0.0006425085],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00001543314,0.00002000437,0.0005166083,0.00012513886,0.000008321474,0.00021075748,0.03135322,0.000324043,0.00008445319,0.8736902,0.05600029,0.03765154],"study_design_scores_gemma":[0.000011933367,0.000010788262,0.0027874091,0.00062023674,0.00001635559,0.00008046819,0.045033332,0.0006416374,0.00023820734,0.08176736,0.8687323,0.000060027778],"about_ca_topic_score_codex":0.99235487,"about_ca_topic_score_gemma":0.99509686,"teacher_disagreement_score":0.9968706,"about_ca_system_score_codex":0.31034997,"about_ca_system_score_gemma":0.4916179,"threshold_uncertainty_score":0.7998963},"labels":[],"label_agreement":null},{"id":"W2950835523","doi":"10.1142/9789811203527_0004","title":"Handwriting Recognition Systems and Applications","year":2019,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Handwritten Text Recognition Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Handwriting; Computer science; Speech recognition; Artificial intelligence","score_opus":0.031111375738270792,"score_gpt":0.23962296532852562,"score_spread":0.20851158959025481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950835523","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006063484,0.17861655,0.250674,0.0017880754,0.007071416,0.00045686957,0.0014808265,0.008629014,0.5452197],"genre_scores_gemma":[0.016894192,0.060454335,0.071890794,0.0006456174,0.0014230692,0.00015317625,0.0017625233,0.0005869962,0.8461893],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944514,0.00003342011,0.00004670556,0.00010635444,0.00032681433,0.00004156492],"domain_scores_gemma":[0.99946374,0.000107783904,0.00003126602,0.00010596967,0.0002575018,0.00003385547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003629397,0.0014791714,0.00080463506,0.0023309316,0.0005543623,0.003023323,0.0015820693,0.0012756337,0.060507327],"category_scores_gemma":[0.00093696197,0.00060040504,0.00045282816,0.0034385778,0.00056319253,0.0022068531,0.0011677319,0.0010729582,0.05907867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025591595,0.00003986012,0.00007701528,0.0004686136,0.000015068172,0.00006283545,0.000048678052,0.0009813714,0.008433444,0.006985669,0.068542466,0.9143194],"study_design_scores_gemma":[0.000008006593,0.00007361322,0.000790869,0.00029194393,0.000024618243,0.00062301446,0.00005487656,0.0054294523,0.009605999,0.009797557,0.9732714,0.000028692792],"about_ca_topic_score_codex":0.0013247485,"about_ca_topic_score_gemma":0.0017782706,"teacher_disagreement_score":0.060507327,"about_ca_system_score_codex":0.00060651574,"about_ca_system_score_gemma":0.00075944216,"threshold_uncertainty_score":0.2024172},"labels":[],"label_agreement":null},{"id":"W2951175117","doi":"10.1142/9789811203527_0009","title":"Automatic Detection of Counterfeit Coins by Visual Measurements","year":2019,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Currency Recognition and Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Counterfeit; Computer science; Artificial intelligence; Computer vision; History; Archaeology","score_opus":0.04031596951887542,"score_gpt":0.2550499877657687,"score_spread":0.21473401824689328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951175117","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29775867,0.00889285,0.64512306,0.00048382743,0.0008849752,0.00023540322,0.0013219194,0.008243375,0.037055936],"genre_scores_gemma":[0.7483521,0.0031665072,0.22737151,0.00023465633,0.00031546963,0.00008647701,0.0011758277,0.0003972078,0.018900257],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996061,0.000037442132,0.000013868409,0.00006714954,0.00022228275,0.00005327658],"domain_scores_gemma":[0.999315,0.00021080756,0.000113260314,0.00010417067,0.00022063765,0.000036048998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002755517,0.00063195254,0.0006998876,0.0026312885,0.0002129316,0.0016024358,0.0008390833,0.0010020712,0.0032481886],"category_scores_gemma":[0.0013568528,0.00040333177,0.00029770203,0.0011351812,0.00040729213,0.0008300573,0.0007400601,0.0004328068,0.0027522526],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030630722,0.00008006527,0.0041820863,0.00028737876,0.000035973102,0.00018805807,0.00006315409,0.0020542413,0.342038,0.0017228458,0.0061162617,0.6429256],"study_design_scores_gemma":[0.000056182143,0.0004463958,0.048269063,0.00026124768,0.00013239289,0.003258704,0.00021842576,0.30581036,0.60283107,0.0060143443,0.03257073,0.0001310984],"about_ca_topic_score_codex":0.0006283227,"about_ca_topic_score_gemma":0.0011430521,"teacher_disagreement_score":0.0032481886,"about_ca_system_score_codex":0.00022990619,"about_ca_system_score_gemma":0.00020902735,"threshold_uncertainty_score":0.010866284},"labels":[],"label_agreement":null},{"id":"W2951337953","doi":"10.1142/9789811203527_0010","title":"An Ensemble of Character Features and Fine-Tuned Convolutional Neural Network for Spurious Coin Detection","year":2019,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Currency Recognition and Detection","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Spurious relationship; Convolutional neural network; Character (mathematics); Computer science; Pattern recognition (psychology); Artificial intelligence; Machine learning; Mathematics","score_opus":0.024054889138330305,"score_gpt":0.23962853806820814,"score_spread":0.21557364892987782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951337953","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11722567,0.0038330827,0.8629144,0.00033264514,0.00068927713,0.0001366843,0.00063186814,0.007270764,0.006965537],"genre_scores_gemma":[0.65875596,0.0013141511,0.31090927,0.00045026033,0.00034192935,0.000107586784,0.0031080353,0.00038619098,0.024626642],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995517,0.0000476855,0.000021376143,0.00014189431,0.00013050354,0.00010687684],"domain_scores_gemma":[0.99957293,0.00007676176,0.000028468563,0.00007748076,0.0002006236,0.000043635373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075244164,0.0010879651,0.001585999,0.0013765588,0.00050384656,0.0007973474,0.001573796,0.0011469759,0.002397301],"category_scores_gemma":[0.0009061054,0.00045867235,0.0008735812,0.0011445774,0.00028332448,0.0015201647,0.0011718716,0.0010174395,0.0017610373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045494025,0.00025587264,0.0030502405,0.00007831006,0.00022858124,0.00018791143,0.000033718978,0.048033264,0.033490114,0.0013996825,0.01040836,0.902379],"study_design_scores_gemma":[0.000010239757,0.000072022645,0.0016436211,0.000010228981,0.00008641901,0.00012169555,0.00001315157,0.98311204,0.012026296,0.00083933666,0.0020445092,0.000020406882],"about_ca_topic_score_codex":0.009002769,"about_ca_topic_score_gemma":0.017719228,"teacher_disagreement_score":0.009002769,"about_ca_system_score_codex":0.00060520147,"about_ca_system_score_gemma":0.0009646082,"threshold_uncertainty_score":0.017900765},"labels":[],"label_agreement":null},{"id":"W2952879766","doi":"10.1142/9789811203527_0003","title":"Natural Language Processing: An Overview","year":2019,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Topic Modeling","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Natural language processing","score_opus":0.054599631079788005,"score_gpt":0.2866057392801148,"score_spread":0.2320061082003268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952879766","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010917654,0.6922554,0.16389495,0.0031245747,0.0026893702,0.0002662342,0.0014621393,0.0041012326,0.13111442],"genre_scores_gemma":[0.009086314,0.69337535,0.14153285,0.0025334437,0.0049719494,0.00054328307,0.005289726,0.0019110892,0.14075603],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993168,0.0000910732,0.00006508968,0.00014821034,0.00033583626,0.00004305498],"domain_scores_gemma":[0.999008,0.00057157886,0.000033856824,0.00008038506,0.00025783197,0.000048381706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079701,0.0014467459,0.0011074872,0.0064395117,0.0006220716,0.0046709315,0.0016992997,0.0016312561,0.022228895],"category_scores_gemma":[0.0019039243,0.0011438422,0.0010696617,0.010200842,0.0009061085,0.0075410255,0.001690318,0.0025589971,0.024003265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020666681,0.00006890142,0.00008976555,0.002236332,0.000026864409,0.00006648478,0.00016514726,0.0010361188,0.0018176452,0.023661196,0.14235505,0.8284558],"study_design_scores_gemma":[0.000005878713,0.000020733349,0.00031268902,0.0005802699,0.000019771169,0.00042882827,0.000068888876,0.0017969738,0.0009832626,0.029909551,0.96584845,0.000024684823],"about_ca_topic_score_codex":0.0024865617,"about_ca_topic_score_gemma":0.0033507547,"teacher_disagreement_score":0.022228895,"about_ca_system_score_codex":0.0012343046,"about_ca_system_score_gemma":0.0015765948,"threshold_uncertainty_score":0.07436305},"labels":[],"label_agreement":null},{"id":"W2964829221","doi":"10.1142/9789811206290_0019","title":"Harriet Brooks: Radon, A “New Gas” from Radium","year":2019,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Radon; Radium; Radon gas; Environmental science; Noble gas; Radiochemistry; Environmental chemistry; Chemistry; Nuclear physics; Physics; Organic chemistry","score_opus":0.03571365808500175,"score_gpt":0.19949324212503605,"score_spread":0.1637795840400343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964829221","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011992328,0.31476653,0.0029829151,0.10394553,0.01857769,0.00002562579,0.00017138403,0.00020979656,0.5581213],"genre_scores_gemma":[0.012128488,0.045567773,0.001454181,0.023665017,0.00354057,0.000026549313,0.00006390996,0.00026899503,0.91328454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991806,0.00019636986,0.000023526916,0.0001386788,0.0003892672,0.000071459704],"domain_scores_gemma":[0.9996377,0.00016776835,0.000022663658,0.000026831236,0.000103342325,0.000041685238],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00082835415,0.0008425761,0.00039063345,0.0010811631,0.0025983069,0.0045882566,0.0010917542,0.0039732056,0.025176793],"category_scores_gemma":[0.00167679,0.000388359,0.0002836415,0.0010935273,0.0039857817,0.007878832,0.0019143432,0.0043918756,0.009161771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001722109,0.000011929133,0.000036970185,0.000100831385,0.0000024458873,0.000048148875,0.0009845623,0.000037978447,0.00019895336,0.20629472,0.75661826,0.03564794],"study_design_scores_gemma":[0.0000012764415,0.000002528338,0.00003120278,0.00007106791,8.202403e-7,0.00003514857,0.0001615749,0.000012198879,0.00010521884,0.010613535,0.9889621,0.000003277743],"about_ca_topic_score_codex":0.025173798,"about_ca_topic_score_gemma":0.06990877,"teacher_disagreement_score":0.9974017,"about_ca_system_score_codex":0.0035149972,"about_ca_system_score_gemma":0.0029300984,"threshold_uncertainty_score":0.08422476},"labels":[],"label_agreement":null},{"id":"W2965855864","doi":"10.1142/9789811206290_0026","title":"Marguerite Perey: The Discoverer of Francium","year":2019,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Radiochemistry; Nuclear physics; Physics; Chemistry","score_opus":0.029256752243393278,"score_gpt":0.2118239013723341,"score_spread":0.18256714912894081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965855864","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032467642,0.13243958,0.0017587403,0.23222302,0.041278727,0.00003484708,0.0005838104,0.00036767244,0.58806676],"genre_scores_gemma":[0.021604298,0.015879886,0.0007793031,0.01575338,0.0036344395,0.000022224162,0.00008759558,0.00039643532,0.9418425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882084,0.00028976292,0.00003923011,0.00022756033,0.00041302794,0.00020954545],"domain_scores_gemma":[0.9986513,0.00032913696,0.00010686104,0.00007915606,0.00049123325,0.00034235572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015334301,0.0008732965,0.00059499405,0.0016085224,0.003942694,0.0066490667,0.00066333497,0.0031684253,0.045093123],"category_scores_gemma":[0.0042911,0.00037418335,0.00024725668,0.0013207104,0.0026766835,0.005962934,0.0023997403,0.0036904293,0.015924301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003646857,0.000007889596,0.00010654542,0.00007441092,0.0000029100313,0.00010152983,0.0012150162,0.000035747074,0.00014886718,0.06898038,0.8962098,0.03308042],"study_design_scores_gemma":[0.0000011293462,0.0000023618793,0.0000575005,0.00004795498,4.886612e-7,0.00004047232,0.00016469088,0.000011007337,0.00003817613,0.0012013955,0.9984314,0.0000034576651],"about_ca_topic_score_codex":0.02246489,"about_ca_topic_score_gemma":0.03203181,"teacher_disagreement_score":0.045093123,"about_ca_system_score_codex":0.005114064,"about_ca_system_score_gemma":0.00422901,"threshold_uncertainty_score":0.15085149},"labels":[],"label_agreement":null},{"id":"W2966754250","doi":"10.1142/9789811206290_0021","title":"Stefanie Horovitz: A Crucial Role in the Discovery of Isotopes","year":2019,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Isotope; Physics; Nuclear physics","score_opus":0.0811487207892041,"score_gpt":0.36786685159439836,"score_spread":0.28671813080519426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966754250","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008584684,0.40358803,0.0070404857,0.09006919,0.054549653,0.000051155053,0.00023270065,0.00023513669,0.44337523],"genre_scores_gemma":[0.008449071,0.124146365,0.0046731057,0.022367543,0.011834311,0.000057298006,0.00010506975,0.00033792708,0.82802933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940217,0.00012936712,0.000021115462,0.00014196322,0.0002507283,0.000054635217],"domain_scores_gemma":[0.9995534,0.00025277183,0.000020620455,0.000026378213,0.00009026594,0.000056531822],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012657287,0.001224407,0.0006039724,0.001450863,0.0016548755,0.0035564257,0.00085201155,0.0030157007,0.020192003],"category_scores_gemma":[0.0014817324,0.00046747594,0.0003461262,0.0011100549,0.0044781375,0.0065773157,0.002126368,0.0060135294,0.014776443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035213245,0.000027663586,0.00004161716,0.00026118086,0.0000069776,0.00009222963,0.0006681634,0.00013627899,0.00073612167,0.2785374,0.6622867,0.05717048],"study_design_scores_gemma":[0.0000020868897,0.000004014568,0.000018756607,0.00008609455,0.0000011458594,0.00006286234,0.00005575991,0.00002076092,0.00021269057,0.01816786,0.98136383,0.000004046201],"about_ca_topic_score_codex":0.0018573047,"about_ca_topic_score_gemma":0.0038086658,"teacher_disagreement_score":0.99834514,"about_ca_system_score_codex":0.0020549488,"about_ca_system_score_gemma":0.001881723,"threshold_uncertainty_score":0.06754893},"labels":[],"label_agreement":null},{"id":"W2968870044","doi":"10.1142/9789811211720_0004","title":"Explaining Thermodynamics: What Remains to be Done?","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Thermodynamics; Physics","score_opus":0.09445048421098678,"score_gpt":0.2283223750755688,"score_spread":0.133871890864582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968870044","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004563506,0.31141382,0.049736544,0.51147205,0.017436685,0.000050842606,0.00032215385,0.0005975509,0.10440685],"genre_scores_gemma":[0.28458786,0.43150672,0.051500037,0.1088716,0.048454758,0.00027897317,0.0010188166,0.0010511093,0.07273023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982235,0.00096740376,0.00004858896,0.00017939048,0.00044482006,0.00013638721],"domain_scores_gemma":[0.99404955,0.0045736386,0.00017433602,0.0004708808,0.0004928446,0.00023876109],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00505548,0.0010370486,0.0012472484,0.0014534378,0.0026193024,0.005799149,0.002145055,0.0038610685,0.015565437],"category_scores_gemma":[0.009582959,0.00044358047,0.0008060395,0.0017271964,0.017031383,0.021574445,0.0031452929,0.0066956603,0.00483104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011521865,0.000028438622,0.00026376644,0.0005992777,0.0000337434,0.000047676258,0.0006861216,0.000938911,0.000115163675,0.90852976,0.046479978,0.042265657],"study_design_scores_gemma":[0.0000029052928,0.0000053244785,0.00009507496,0.00019127439,0.000005995259,0.00002343689,0.00042424767,0.0003895773,0.00006114505,0.92015564,0.07863474,0.000010577473],"about_ca_topic_score_codex":0.004483042,"about_ca_topic_score_gemma":0.0036815577,"teacher_disagreement_score":0.9973807,"about_ca_system_score_codex":0.0031342772,"about_ca_system_score_gemma":0.0037227394,"threshold_uncertainty_score":0.05207151},"labels":[],"label_agreement":null},{"id":"W2979116622","doi":"10.1142/9716","title":"Nobel and Lasker Laureates of Chinese Descent","year":2015,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Descent (aeronautics); Philosophy; History; Geography","score_opus":0.03863565399430068,"score_gpt":0.2170454029734832,"score_spread":0.17840974897918252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979116622","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003936717,0.05068518,0.0008851288,0.05936573,0.040029094,0.000028205153,0.00035506356,0.0001020942,0.8446129],"genre_scores_gemma":[0.021884494,0.012503906,0.0003033352,0.0055012335,0.0065917578,0.000022841099,0.000097512755,0.000107161075,0.95298785],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994112,0.000085193686,0.0000182735,0.000102375554,0.00021114798,0.00017191062],"domain_scores_gemma":[0.999393,0.00009219789,0.000038036786,0.000047374797,0.0001728821,0.00025655434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011365083,0.00092730863,0.00049531093,0.0015730612,0.0038156393,0.0034005113,0.00047406508,0.00088466244,0.031200685],"category_scores_gemma":[0.0021382093,0.00024097395,0.00029960292,0.0011420008,0.0025993625,0.0023780807,0.0021057695,0.0028068386,0.013175261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003635066,0.000011132072,0.00026731283,0.000049010418,0.000008744324,0.000073793504,0.00068252103,0.000067244684,0.00007215155,0.2238116,0.7426718,0.032248404],"study_design_scores_gemma":[0.0000032978405,0.0000059546023,0.00028346266,0.00004464666,0.0000034248646,0.00003966781,0.00007863131,0.000032536973,0.000043387452,0.011792673,0.9876687,0.0000034712757],"about_ca_topic_score_codex":0.008848467,"about_ca_topic_score_gemma":0.024497315,"teacher_disagreement_score":0.031200685,"about_ca_system_score_codex":0.0038580473,"about_ca_system_score_gemma":0.004892544,"threshold_uncertainty_score":0.10437667},"labels":[],"label_agreement":null},{"id":"W2980274974","doi":"10.1142/9789811207495_0006","title":"Human Evolution: From Fossils to Molecules, Reductionism to Holism","year":2019,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Holism; Reductionism; Epistemology; Philosophy","score_opus":0.057938359401005106,"score_gpt":0.23395370054982687,"score_spread":0.17601534114882175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980274974","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012687042,0.086007975,0.010468003,0.01643225,0.0014205453,0.000022706678,0.0001382763,0.000077963035,0.8727452],"genre_scores_gemma":[0.53232914,0.066838376,0.010953834,0.004647919,0.0018782469,0.00007705057,0.00026895627,0.0002409959,0.38276553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99977714,0.000096285614,0.0000056827284,0.000036328573,0.00006614994,0.000018442655],"domain_scores_gemma":[0.999765,0.00015012512,0.000010355491,0.00003570889,0.000027474476,0.000011326685],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003942126,0.00026641667,0.00024529136,0.0008277635,0.0011040032,0.0026593464,0.000460332,0.0009050214,0.009574933],"category_scores_gemma":[0.001065463,0.00016274136,0.0001112417,0.0012254221,0.012367174,0.0034720283,0.0009508667,0.0016515055,0.00093161996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000815779,0.0000066701814,0.00008106469,0.00007741985,0.0000021946514,0.000022079705,0.0013815198,0.00014447182,0.00009031983,0.962906,0.009624923,0.025655141],"study_design_scores_gemma":[0.000004085015,0.0000064197448,0.00031330713,0.00010923755,0.0000020694308,0.000057148543,0.00075091625,0.00013267061,0.00012810234,0.75942385,0.23906827,0.000003861128],"about_ca_topic_score_codex":0.004199627,"about_ca_topic_score_gemma":0.0065700323,"teacher_disagreement_score":0.998896,"about_ca_system_score_codex":0.002092646,"about_ca_system_score_gemma":0.0012341524,"threshold_uncertainty_score":0.032031298},"labels":[],"label_agreement":null},{"id":"W3004427728","doi":"10.1142/9789812795533_0006","title":"ELECTROMAGNETIC RADIATION FROM RELATIVISTIC NUCLEAR COLLISIONS","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Physics; Radiation; Nuclear physics","score_opus":0.01585243390479423,"score_gpt":0.24563466540719506,"score_spread":0.22978223150240082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004427728","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006710097,0.06012416,0.015469333,0.0015524613,0.0019008984,0.000025934372,0.00005943008,0.00016300989,0.9139947],"genre_scores_gemma":[0.13918631,0.064128764,0.008494868,0.0018758876,0.0037935518,0.00007333475,0.00025081952,0.0002913081,0.7819052],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999838,0.000028742705,0.0000041046073,0.000016951226,0.00010039156,0.000011922686],"domain_scores_gemma":[0.99985945,0.00007064692,0.000008082213,0.000026600293,0.000026121668,0.00000902603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024718832,0.0007960078,0.00068954815,0.00082157535,0.00096514507,0.001529889,0.00074791606,0.0009637994,0.008793287],"category_scores_gemma":[0.00050280854,0.00053412566,0.00036880633,0.0012384952,0.0015863524,0.0014069249,0.0010025358,0.0018591533,0.0028273074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059458183,0.000053086234,0.000120696044,0.00045268013,0.000021744452,0.0002477245,0.0007169842,0.0033830763,0.0041158726,0.87264055,0.036916405,0.081271864],"study_design_scores_gemma":[0.00002300716,0.00003658308,0.00044144056,0.00022443134,0.000016170046,0.00063869107,0.00009131978,0.0009656262,0.0019299939,0.55934477,0.43626067,0.000027263062],"about_ca_topic_score_codex":0.0005019368,"about_ca_topic_score_gemma":0.00054043997,"teacher_disagreement_score":0.008793287,"about_ca_system_score_codex":0.0008888381,"about_ca_system_score_gemma":0.0004131696,"threshold_uncertainty_score":0.029416502},"labels":[],"label_agreement":null},{"id":"W3005640206","doi":"10.1142/11775","title":"The Periodic Table","year":2020,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Table (database); Computer science; Database","score_opus":0.017862175379882415,"score_gpt":0.22672632922451608,"score_spread":0.20886415384463367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005640206","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001411689,0.0024819998,0.0009147623,0.0014569442,0.009419527,0.00025255157,0.004710808,0.0013812019,0.9792411],"genre_scores_gemma":[0.00029920138,0.0011329285,0.0005474695,0.0007453399,0.0008570109,0.00009224426,0.0026094632,0.00035788992,0.99335843],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992355,0.00007688287,0.00004180555,0.00008847611,0.00048272536,0.00007466647],"domain_scores_gemma":[0.99828523,0.00020747872,0.000075283395,0.00018950718,0.00081309595,0.0004293982],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072509557,0.0016948993,0.0016419363,0.0044120713,0.0017505409,0.005959699,0.00197003,0.0019815303,0.8260517],"category_scores_gemma":[0.0036763845,0.0008148099,0.0008054275,0.0036596884,0.0006218834,0.0029257901,0.002464072,0.002350324,0.8113581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007901559,0.00001999109,0.000026114481,0.00010919861,0.0000012227716,0.00001690536,0.000006191309,0.000051825948,0.00009872021,0.0015211569,0.94658685,0.05155399],"study_design_scores_gemma":[0.000004706612,0.000008898032,0.00009717053,0.000087033855,0.0000012913371,0.000029134346,0.000012348135,0.000035061952,0.00004332233,0.0010106098,0.99866605,0.0000043904097],"about_ca_topic_score_codex":0.00402402,"about_ca_topic_score_gemma":0.010468044,"teacher_disagreement_score":0.8260517,"about_ca_system_score_codex":0.0014927932,"about_ca_system_score_gemma":0.003077272,"threshold_uncertainty_score":0.24811608},"labels":[],"label_agreement":null},{"id":"W3013482127","doi":"10.1142/9789813277496_0011","title":"The Biology of Information","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology; Computational biology","score_opus":0.09205889245671656,"score_gpt":0.32790447194960926,"score_spread":0.2358455794928927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013482127","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00049407716,0.0733336,0.011564468,0.013236592,0.0029296072,0.00002735837,0.000088082925,0.000117174786,0.89820915],"genre_scores_gemma":[0.0459227,0.056186788,0.009723036,0.009617488,0.005515779,0.00017547271,0.00018907628,0.0002190746,0.8724506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995018,0.00017376927,0.000012707977,0.00008750059,0.00018313077,0.00004095907],"domain_scores_gemma":[0.9992803,0.0004290628,0.000031015737,0.00011195441,0.000094966825,0.00005285962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000676331,0.0009903904,0.0005657589,0.0013446267,0.001503792,0.006762688,0.0010079133,0.0025582437,0.024916325],"category_scores_gemma":[0.0018491669,0.0004063197,0.00036540584,0.0012804333,0.00961292,0.008795593,0.0017133802,0.0043694936,0.00987744],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032902142,0.0000054779644,0.000028617807,0.00006114157,0.00000357394,0.000024882129,0.00037877864,0.000110312685,0.0001271452,0.92213947,0.059456173,0.017661069],"study_design_scores_gemma":[0.0000024924109,0.0000044678472,0.000069487214,0.00009662279,0.0000021517503,0.00006311323,0.00012935836,0.00015704545,0.000075751406,0.3605866,0.6388077,0.000005138975],"about_ca_topic_score_codex":0.0029480248,"about_ca_topic_score_gemma":0.003431464,"teacher_disagreement_score":0.024916325,"about_ca_system_score_codex":0.0028481742,"about_ca_system_score_gemma":0.0020953086,"threshold_uncertainty_score":0.0833534},"labels":[],"label_agreement":null},{"id":"W3017093305","doi":"10.1142/9789814261210_0013","title":"TESTING STRONG MOND BEHAVIOR IN THE SOLAR SYSTEM","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; Perimeter Institute","funders":"","keywords":"Physics","score_opus":0.026215173937324303,"score_gpt":0.23336269199003676,"score_spread":0.20714751805271245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017093305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871314,0.00014034339,0.0028424987,0.00011992626,0.000028963292,0.000008095312,0.00017134238,0.00008414587,0.009473225],"genre_scores_gemma":[0.99729115,0.00004256508,0.0016677933,0.000024866664,0.000008137877,0.000006881806,0.00013390894,0.000031971445,0.00079269445],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997187,0.00014639407,0.000018063942,0.00003775693,0.000046148176,0.00003288946],"domain_scores_gemma":[0.9959037,0.0031627086,0.00017160995,0.00043845442,0.00014898431,0.00017464055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007999425,0.00030248216,0.00028230957,0.00022291952,0.00047154416,0.00058622094,0.00047201142,0.00043861382,0.0029196981],"category_scores_gemma":[0.007258612,0.0001970401,0.0003397088,0.00029908807,0.0006956205,0.00084857346,0.0007868591,0.00056576944,0.000348482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0092313085,0.0021751614,0.3073474,0.0010731072,0.00065222953,0.0022400697,0.00416197,0.12264166,0.16858041,0.17614529,0.010781744,0.19496971],"study_design_scores_gemma":[0.0012358172,0.0052174297,0.26939803,0.00018328286,0.0002417636,0.0014138042,0.0030495683,0.46115887,0.09775666,0.14797315,0.012135687,0.00023592071],"about_ca_topic_score_codex":0.0021978123,"about_ca_topic_score_gemma":0.0019951265,"teacher_disagreement_score":0.0029196981,"about_ca_system_score_codex":0.00027964253,"about_ca_system_score_gemma":0.00019645914,"threshold_uncertainty_score":0.009767354},"labels":[],"label_agreement":null},{"id":"W3021770727","doi":"10.1142/9789811214660_0022","title":"Local Spirit — Genius Loci","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Genius; Art; Literature","score_opus":0.03179154287681736,"score_gpt":0.2613919961330861,"score_spread":0.22960045325626877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021770727","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041033244,0.009058361,0.0006995824,0.03363816,0.00212742,0.000023541632,0.00004225001,0.0000762602,0.95023113],"genre_scores_gemma":[0.18775444,0.005355496,0.00054403854,0.0073576123,0.00061439397,0.000053207106,0.00004587675,0.00017811095,0.79809684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992679,0.00028228777,0.000011226365,0.000087382556,0.00014777575,0.00020340763],"domain_scores_gemma":[0.99937123,0.00010170885,0.000029892824,0.000065403416,0.00010067108,0.0003311563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011771612,0.0005294371,0.0003767688,0.0007025637,0.011097758,0.007973374,0.00075927324,0.0014053836,0.019631926],"category_scores_gemma":[0.0016090914,0.00027224232,0.00022604933,0.0011296071,0.021404825,0.0041453736,0.004950494,0.0050476165,0.0030010499],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008216301,0.000013870675,0.00014699314,0.000028712406,0.0000018842549,0.000064370266,0.025588224,0.000046086305,0.00003871341,0.8334559,0.12984473,0.010762262],"study_design_scores_gemma":[0.000005233917,0.000007035607,0.00028634432,0.00011481491,0.0000020740922,0.000033400556,0.013678871,0.00002943527,0.000025205933,0.03367618,0.95213616,0.0000052547225],"about_ca_topic_score_codex":0.17525892,"about_ca_topic_score_gemma":0.37495053,"teacher_disagreement_score":0.17525892,"about_ca_system_score_codex":0.017589519,"about_ca_system_score_gemma":0.012133456,"threshold_uncertainty_score":0.3484776},"labels":[],"label_agreement":null},{"id":"W3023851373","doi":"10.1142/9789814304795_0007","title":"THE UNIFIED ENTERPRISE TAX AND SOEs IN CHINA","year":2007,"lang":"en","type":"preprint","venue":"WORLD SCIENTIFIC eBooks","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Tax reform; Tax credit; Indirect tax; Tax rate; Ad valorem tax; Monetary economics; Business; Economics; Value-added tax; Double taxation; International economics; Market economy; Microeconomics; Public economics","score_opus":0.019783863655432634,"score_gpt":0.23420195879600864,"score_spread":0.214418095140576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023851373","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98918474,0.0009300566,0.00019655294,0.0012611874,0.000024874013,0.000007889983,0.00040381882,0.000012769169,0.007978064],"genre_scores_gemma":[0.9960098,0.00035485855,0.00003126298,0.000043873748,0.0000167135,0.0000024438393,0.00015670208,0.000002346871,0.0033819047],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946433,0.000048747912,0.000032990403,0.000092552815,0.000125751,0.00023571479],"domain_scores_gemma":[0.9991961,0.000111969,0.0003168435,0.000056217155,0.00015256011,0.00016633162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006133453,0.00024323958,0.0006439246,0.0020117527,0.0014551682,0.0020059366,0.00049117446,0.000589188,0.0028799828],"category_scores_gemma":[0.0011403097,0.00022918831,0.0004826302,0.0033623786,0.0008889409,0.0010427405,0.00095725514,0.00070192385,0.00012364474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005724828,0.00019248108,0.6851472,0.00016470517,0.00038403863,0.0017519828,0.0017704671,0.022245178,0.0014639795,0.2414182,0.008693158,0.036196165],"study_design_scores_gemma":[0.000075368276,0.000086973836,0.93664527,0.00004216555,0.00019816356,0.00019770356,0.0014223737,0.019582156,0.00057831773,0.02463894,0.016467702,0.00006488631],"about_ca_topic_score_codex":0.2892693,"about_ca_topic_score_gemma":0.34501338,"teacher_disagreement_score":0.2892693,"about_ca_system_score_codex":0.0072494573,"about_ca_system_score_gemma":0.0062505878,"threshold_uncertainty_score":0.5751711},"labels":[],"label_agreement":null},{"id":"W3034701246","doi":"","title":"Fundamental interactions : proceedings of the 21st Lake Louise Winter Institute, Lake Louise, Alberta, Canada, 17-23 February 2006","year":2006,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"HERA; Electroweak interaction; Particle physics; Physics; Neutrino; Standard Model (mathematical formulation); Nuclear physics; Physics beyond the Standard Model; Geography; Quantum chromodynamics; Archaeology; Gauge (firearms)","score_opus":0.009467765184997128,"score_gpt":0.21921069368775747,"score_spread":0.20974292850276036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034701246","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038688246,0.08710209,0.0053326227,0.017115992,0.017149044,0.00012179702,0.00347898,0.00069377833,0.8651369],"genre_scores_gemma":[0.0021868197,0.007019258,0.00078107946,0.00020642742,0.00031659252,0.000008551063,0.0004916707,0.000072600495,0.988917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997265,0.000017084878,0.000004624834,0.000032748998,0.00016806446,0.00005102573],"domain_scores_gemma":[0.9995784,0.000020580637,0.000010065455,0.000015136605,0.00023046375,0.0001454533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005543708,0.0010252226,0.0003809179,0.0009803552,0.0019720148,0.0021766692,0.0008604881,0.0007762242,0.1285961],"category_scores_gemma":[0.00036068787,0.0002947387,0.00022889438,0.001308918,0.000676623,0.0007751191,0.0010074913,0.001087635,0.036501177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029873505,0.000023923545,0.00027007863,0.00006586474,0.000004982167,0.000046200563,0.000061909785,0.0002072723,0.00042874765,0.0020737252,0.9329408,0.0638466],"study_design_scores_gemma":[0.0000024408887,0.000004011715,0.00068380695,0.000041805062,0.00000281402,0.000020202058,0.0000656878,0.000067323184,0.00015523522,0.00045042104,0.99850273,0.0000035767878],"about_ca_topic_score_codex":0.31994212,"about_ca_topic_score_gemma":0.718255,"teacher_disagreement_score":0.6800579,"about_ca_system_score_codex":0.007971371,"about_ca_system_score_gemma":0.009122805,"threshold_uncertainty_score":0.63615966},"labels":[],"label_agreement":null},{"id":"W3039154257","doi":"10.1142/9789811206917_0015","title":"Internal Solitary Waves in the Northeastern South China Sea","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"China; Geology; Internal wave; Oceanography; Geography; Seismology; Climatology; Archaeology","score_opus":0.024790035249189258,"score_gpt":0.19158505601562384,"score_spread":0.16679502076643457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039154257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950762,0.0021230292,0.0017002384,0.0002966885,0.00004326863,0.000008020931,0.00008216834,0.00001958835,0.044965066],"genre_scores_gemma":[0.98645383,0.0009788596,0.00028366887,0.000024840425,0.000024147037,0.0000038750127,0.00006422932,0.000005304268,0.012161344],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99998224,0.0000022597783,0.0000015121166,0.0000043026885,0.0000047099575,0.0000049307096],"domain_scores_gemma":[0.9999713,0.0000069978437,0.000007373362,0.0000022226432,0.0000061311116,0.0000060933276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005429745,0.00014136054,0.00012045377,0.00042618875,0.00041805735,0.0005268722,0.00023395372,0.00023933747,0.0012906301],"category_scores_gemma":[0.00012892963,0.00009325933,0.00011932314,0.0008578737,0.0006138304,0.000416645,0.0004271434,0.00019893545,0.00010183617],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028558235,0.00014327653,0.29497838,0.00069275114,0.00016337183,0.0066977628,0.020148937,0.042563517,0.026854439,0.28015125,0.016115049,0.31120577],"study_design_scores_gemma":[0.00007432042,0.00023401433,0.7927366,0.0001464846,0.00017461846,0.0016111333,0.009100547,0.062169988,0.002741571,0.085691385,0.04523957,0.0000798031],"about_ca_topic_score_codex":0.025836872,"about_ca_topic_score_gemma":0.031869423,"teacher_disagreement_score":0.025836872,"about_ca_system_score_codex":0.00063380133,"about_ca_system_score_gemma":0.00050155993,"threshold_uncertainty_score":0.051373005},"labels":[],"label_agreement":null},{"id":"W3040417848","doi":"10.1142/10335","title":"Noncommutative Cosmology","year":2016,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Perimeter Institute","funders":"","keywords":"Cosmology; Noncommutative geometry; Physics; Theoretical physics; Mathematical physics; Astrophysics","score_opus":0.017709247348569636,"score_gpt":0.27140265572061456,"score_spread":0.2536934083720449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040417848","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01484411,0.029789697,0.03608816,0.005385623,0.0034595164,0.00004071679,0.00021971042,0.0002309473,0.90994143],"genre_scores_gemma":[0.29371005,0.024344513,0.015846048,0.002222548,0.0031697596,0.00011879,0.00033589167,0.0002970825,0.65995526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997546,0.00006348435,0.000009421944,0.000051315186,0.000101148034,0.000020023483],"domain_scores_gemma":[0.99978846,0.000081973165,0.00001918188,0.000052717005,0.00003338842,0.000024270306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032344725,0.00060164207,0.00047068353,0.00054991985,0.0011111071,0.0025265731,0.0006455579,0.00065361214,0.017949585],"category_scores_gemma":[0.00082700275,0.00023610813,0.0004535362,0.0008149799,0.0020749725,0.004589019,0.0012756852,0.001716073,0.0030566163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012764324,0.0000035431747,0.000020759455,0.00002628617,0.000002523548,0.00001981665,0.00009439095,0.0002153303,0.000120815625,0.98983264,0.005842184,0.0038204594],"study_design_scores_gemma":[0.0000032175926,0.000010204485,0.00020624866,0.000033605585,0.0000044036356,0.00014351291,0.00010654736,0.0011743617,0.0001526238,0.7141597,0.28399873,0.000006819919],"about_ca_topic_score_codex":0.00053928146,"about_ca_topic_score_gemma":0.0007872637,"teacher_disagreement_score":0.017949585,"about_ca_system_score_codex":0.0012051344,"about_ca_system_score_gemma":0.0007980612,"threshold_uncertainty_score":0.06004733},"labels":[],"label_agreement":null},{"id":"W3043450897","doi":"10.1142/6094","title":"The Quantum Theory of Magnetism","year":2007,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":126,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Magnetism; Quantum; Physics; Theoretical physics; Quantum mechanics","score_opus":0.013213838660859779,"score_gpt":0.2467488925106925,"score_spread":0.23353505384983272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043450897","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001271344,0.078676306,0.03582893,0.0078613935,0.00646561,0.000036991743,0.00015607069,0.0002674679,0.86943597],"genre_scores_gemma":[0.09969889,0.06413885,0.038475897,0.0049383244,0.009262489,0.00016747786,0.0003022933,0.00038213492,0.78263366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99975854,0.00006335468,0.000008237912,0.000030375973,0.00011927078,0.000020173717],"domain_scores_gemma":[0.99979955,0.0001003144,0.000011073711,0.00002688507,0.000045902012,0.000016255504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038339445,0.000741672,0.000782577,0.0009872359,0.0011156879,0.0019524149,0.0007572965,0.0011591215,0.010547343],"category_scores_gemma":[0.00080222765,0.0004995246,0.0004293425,0.001059742,0.0045082066,0.0026826027,0.00066361576,0.003311195,0.0038648245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047316735,0.000007470794,0.0000147244855,0.0000634071,0.000004399407,0.000015815127,0.00010939999,0.0003162808,0.00024933644,0.94536525,0.040553,0.013296271],"study_design_scores_gemma":[0.0000060711277,0.000006105663,0.000063276595,0.000046004905,0.0000028850136,0.000047464575,0.000033765995,0.0006841529,0.000104681065,0.7475757,0.25142285,0.000007017944],"about_ca_topic_score_codex":0.0024160463,"about_ca_topic_score_gemma":0.0034049596,"teacher_disagreement_score":0.010547343,"about_ca_system_score_codex":0.001899587,"about_ca_system_score_gemma":0.0013616742,"threshold_uncertainty_score":0.03528434},"labels":[],"label_agreement":null},{"id":"W3046834645","doi":"10.1142/10606-vol2","title":"Handbook of International Food and Agricultural Policies","year":2017,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Agriculture; Agricultural economics; Political science; Regional science; Natural resource economics; Business; Geography; Economics; Archaeology","score_opus":0.026124788471328923,"score_gpt":0.22000120485493094,"score_spread":0.193876416383602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046834645","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020844734,0.04005091,0.0022832402,0.004653316,0.0026377633,0.000027562046,0.0006233881,0.00016806945,0.94934726],"genre_scores_gemma":[0.0040635825,0.049572676,0.0026772004,0.0013473688,0.0013274644,0.00009046897,0.0009799825,0.00023025055,0.939711],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965787,0.00004942957,0.000018137862,0.00003830616,0.00020669108,0.000029682373],"domain_scores_gemma":[0.9996203,0.00013240869,0.000027703545,0.000044332835,0.00011974182,0.000055541812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047124893,0.0009254938,0.0005671989,0.0018544524,0.00064874254,0.0035929368,0.00077560823,0.00105538,0.11083303],"category_scores_gemma":[0.0013921519,0.00035143073,0.0002714632,0.0037149943,0.0007228098,0.0034323528,0.0010008605,0.0023724786,0.032996345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005483558,0.000021312288,0.000040654795,0.00012849596,0.0000030623632,0.00001162449,0.00009239899,0.00035874435,0.00008575004,0.13649508,0.74578786,0.11696952],"study_design_scores_gemma":[0.0000011637983,0.0000015486775,0.00006053925,0.000098862736,7.5407223e-7,0.000014124347,0.000022895818,0.000049098566,0.000016433683,0.016277434,0.98345554,0.0000016620507],"about_ca_topic_score_codex":0.005207651,"about_ca_topic_score_gemma":0.010235521,"teacher_disagreement_score":0.11083303,"about_ca_system_score_codex":0.002503232,"about_ca_system_score_gemma":0.003980379,"threshold_uncertainty_score":0.37077338},"labels":[],"label_agreement":null},{"id":"W3049393716","doi":"10.1142/9789814440745_0008","title":"EXPERIMENTAL STUDIES OF FRUSTRATED PYROCHLORE ANTIFERROMAGNETS","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Pigment Synthesis and Properties","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Canadian Institute for Advanced Research","funders":"Brookhaven National Laboratory; NIST Center for Neutron Research; McMaster University; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research; U.S. Department of Energy","keywords":"Pyrochlore; Frustration; Condensed matter physics; Materials science; Psychology; Physics; Quantum mechanics","score_opus":0.08425604966243061,"score_gpt":0.2737143313216969,"score_spread":0.18945828165926631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049393716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980792,0.0012724889,0.001275015,0.00013931794,0.000028884519,0.000019896144,0.00021091865,0.000047473877,0.016214008],"genre_scores_gemma":[0.9945484,0.000458094,0.0010508505,0.00003444042,0.000020527928,0.000023971466,0.00017145439,0.000040351115,0.0036518243],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995621,0.00011025947,0.000012742882,0.00007707606,0.00014006086,0.00009783159],"domain_scores_gemma":[0.99938166,0.0003077478,0.000106708045,0.000099156634,0.0000765887,0.000028030736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050392485,0.0004637281,0.00039550502,0.00040227635,0.0009845232,0.00067656016,0.0010794511,0.0006209174,0.006600753],"category_scores_gemma":[0.00092206284,0.00028507484,0.00014957988,0.00064754015,0.0013622774,0.0008226713,0.0007088387,0.00065622205,0.00051199767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011252448,0.00015054716,0.0006735844,0.00051245233,0.000037197173,0.00043523152,0.0007518025,0.001121695,0.9701971,0.020003343,0.0011802651,0.0038115943],"study_design_scores_gemma":[0.00016910592,0.0005537398,0.003132538,0.00004171415,0.00002542708,0.0005647375,0.0003758656,0.002598765,0.98442405,0.0023445252,0.0057224547,0.000047120466],"about_ca_topic_score_codex":0.00093962013,"about_ca_topic_score_gemma":0.00083739473,"teacher_disagreement_score":0.006600753,"about_ca_system_score_codex":0.0006481394,"about_ca_system_score_gemma":0.00017157939,"threshold_uncertainty_score":0.022081792},"labels":[],"label_agreement":null},{"id":"W3050016057","doi":"10.1142/9789814436571_0016","title":"YAKOV ABRAMOVICH SMORODINSKY AND HIS INFLUENCE ON MY LIFE","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Discourse Analysis and Cultural Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mathematics","score_opus":0.037306048665242016,"score_gpt":0.2889928608911629,"score_spread":0.2516868122259209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3050016057","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00874195,0.23896098,0.008642373,0.15312892,0.01991703,0.00002665662,0.00018459563,0.00010758807,0.57028985],"genre_scores_gemma":[0.3304018,0.10131359,0.004240038,0.020182699,0.013852356,0.00011296312,0.00017807915,0.00066511,0.5290534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986877,0.00070865685,0.000035598703,0.00016879787,0.00030988376,0.00008941127],"domain_scores_gemma":[0.9988423,0.0007422449,0.00007132693,0.000056346653,0.00018253808,0.000105241495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014921913,0.00062714977,0.0004940842,0.0011802798,0.0039376547,0.0045498013,0.00047509602,0.0015190555,0.006636144],"category_scores_gemma":[0.003135472,0.00026948377,0.00019283404,0.0011992953,0.0074505974,0.004030255,0.0021020733,0.005745543,0.0032438736],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002620299,0.000021990554,0.00017021521,0.00011308227,0.000008712372,0.000067184585,0.008536167,0.00012553073,0.0002184067,0.8211651,0.14337271,0.026174689],"study_design_scores_gemma":[0.000003589494,0.0000067737146,0.00017730707,0.00016758991,0.000003119502,0.00008987568,0.0014874018,0.00008558684,0.00018908724,0.0888553,0.90892553,0.000008927066],"about_ca_topic_score_codex":0.002856738,"about_ca_topic_score_gemma":0.0036364584,"teacher_disagreement_score":0.006636144,"about_ca_system_score_codex":0.00304494,"about_ca_system_score_gemma":0.0019734635,"threshold_uncertainty_score":0.022200108},"labels":[],"label_agreement":null},{"id":"W3085041682","doi":"10.1142/12033","title":"Sustaining Tomorrow via Innovative Engineering","year":2020,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Engineering; Engineering ethics","score_opus":0.009727304405193128,"score_gpt":0.18668837696701493,"score_spread":0.1769610725618218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085041682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012257743,0.013335814,0.0034474398,0.023047753,0.0055466383,0.000045629116,0.000086537664,0.00029617356,0.95296824],"genre_scores_gemma":[0.020167066,0.017677,0.006552552,0.0116022155,0.0018092425,0.00008803784,0.00019409737,0.00028930852,0.9416205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929726,0.00011684615,0.0000224277,0.000093152725,0.00031530054,0.00015501716],"domain_scores_gemma":[0.9994711,0.0001009645,0.00003518968,0.00008650707,0.0001494527,0.0001568864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009914885,0.0009311714,0.00032780206,0.0009950219,0.0033779608,0.010923908,0.0009444742,0.0022470474,0.05305891],"category_scores_gemma":[0.0019546398,0.00025896338,0.00056308735,0.00082675106,0.0032482645,0.008015056,0.005592693,0.003512785,0.024990657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000128699,0.000054540575,0.00019410216,0.00020142511,0.000010009524,0.00012076169,0.0014097402,0.00029119238,0.0010488847,0.40923992,0.45570973,0.13170695],"study_design_scores_gemma":[0.000001213876,0.000005966582,0.000053929212,0.0000988583,0.0000015276233,0.00005629436,0.00034714214,0.000037379228,0.00010754572,0.020182159,0.97910494,0.000003028493],"about_ca_topic_score_codex":0.0026671092,"about_ca_topic_score_gemma":0.008570186,"teacher_disagreement_score":0.05305891,"about_ca_system_score_codex":0.0028317082,"about_ca_system_score_gemma":0.0053482074,"threshold_uncertainty_score":0.17749971},"labels":[],"label_agreement":null},{"id":"W3089192953","doi":"10.1142/9789814460323_0002","title":"QUANTUM DISCORD IN A SPIN SYSTEM WITH SYMMETRY BREAKING","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Physics; Quantum; Spin (aerodynamics); Symmetry breaking; Symmetry (geometry); Quantum mechanics; Condensed matter physics; Mathematics; Geometry","score_opus":0.014479413592781052,"score_gpt":0.2225825361200536,"score_spread":0.20810312252727256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089192953","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22676069,0.004592755,0.06589634,0.00653175,0.0033912556,0.0001381377,0.00018970654,0.00029191867,0.6922076],"genre_scores_gemma":[0.89269996,0.0017022712,0.013493287,0.0012934632,0.0016042513,0.00011892764,0.000116888026,0.00021851684,0.08875236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99970055,0.00008541029,0.000013697809,0.00002972673,0.00010788966,0.00006284224],"domain_scores_gemma":[0.9997142,0.000095730575,0.000021159796,0.000076958,0.000034208417,0.00005764311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062326534,0.0004954332,0.0009961548,0.0007748119,0.0028013692,0.0024120444,0.0011847949,0.0014154857,0.006205384],"category_scores_gemma":[0.0010827916,0.00033527787,0.0007260712,0.000759016,0.0057737557,0.0030870554,0.0018051715,0.0027433843,0.00066699495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008816819,0.0000099232875,0.000015877935,0.000012237905,0.0000017068025,0.000038551254,0.00009983359,0.00022209375,0.00021297082,0.9967294,0.0012269616,0.0014216162],"study_design_scores_gemma":[0.000008536029,0.000008241887,0.000037795784,0.000004569029,9.4418345e-7,0.000045865243,0.000030944604,0.001269831,0.00006728054,0.9963869,0.0021353867,0.0000037366408],"about_ca_topic_score_codex":0.0009301902,"about_ca_topic_score_gemma":0.00075597555,"teacher_disagreement_score":0.006205384,"about_ca_system_score_codex":0.0012082078,"about_ca_system_score_gemma":0.0008188343,"threshold_uncertainty_score":0.020759046},"labels":[],"label_agreement":null},{"id":"W3095277261","doi":"10.1142/9789811223204_0003","title":"Impact of Negative Oil Price on Risk Measuring","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TD Bank Group","funders":"","keywords":"Oil price; Economics; Environmental science; Monetary economics","score_opus":0.05112177052839989,"score_gpt":0.22853841844059788,"score_spread":0.177416647912198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095277261","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057008877,0.019258616,0.05511531,0.011536732,0.0027818033,0.000052163683,0.00020354969,0.00039987025,0.85364306],"genre_scores_gemma":[0.67144924,0.037616603,0.043386057,0.002693566,0.002390327,0.000040306833,0.00041192994,0.00043006262,0.24158189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99877626,0.00015759925,0.0000349549,0.00009155814,0.00089194014,0.000047635833],"domain_scores_gemma":[0.99863523,0.00075962115,0.00008800107,0.00012875615,0.00035195998,0.00003644544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015856428,0.0003584884,0.00021046786,0.0005902059,0.0003914258,0.002561503,0.0006061805,0.00053977076,0.006644489],"category_scores_gemma":[0.0032692559,0.00015985934,0.00023557183,0.0005201661,0.0012059973,0.0023816456,0.0011269066,0.0019736972,0.0014541827],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040634557,0.000046539706,0.0017665034,0.00011500236,0.000006417804,0.0003167227,0.0005435962,0.0064882287,0.0034094993,0.6402782,0.020744607,0.32624397],"study_design_scores_gemma":[0.000009701518,0.00014589094,0.0041316617,0.0004383272,0.000023468016,0.0012156797,0.0007805469,0.015385518,0.02001784,0.30420288,0.65357834,0.000070194845],"about_ca_topic_score_codex":0.0014286349,"about_ca_topic_score_gemma":0.0015981932,"teacher_disagreement_score":0.006644489,"about_ca_system_score_codex":0.0011715217,"about_ca_system_score_gemma":0.0008052261,"threshold_uncertainty_score":0.022228003},"labels":[],"label_agreement":null},{"id":"W3097174260","doi":"10.1142/9789812791849_0027","title":"USING THIN FILM TARGETS FOR MUONIC ATOMS AND MUON CATALYZED FUSION STUDIES","year":2000,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Chemical Physics Studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TRIUMF; University of Northern British Columbia; University of Victoria; University of British Columbia","funders":"","keywords":"Muon; Exotic atom; Fusion; Catalysis; Materials science; Particle physics; Chemistry; Nuclear physics; Physics; Organic chemistry","score_opus":0.04345944907488767,"score_gpt":0.2921780821657749,"score_spread":0.24871863309088724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097174260","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14926694,0.20856206,0.20441167,0.0015081293,0.0028594453,0.0003757516,0.0010225084,0.0013769696,0.43061656],"genre_scores_gemma":[0.27500987,0.13059096,0.18087615,0.0006915599,0.0003160798,0.00031113016,0.0013489209,0.0005536671,0.4103016],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993825,0.0000040980526,0.00000182938,0.000013354789,0.00003820386,0.0000043722043],"domain_scores_gemma":[0.99993944,0.000024549288,0.000005156396,0.0000072051735,0.000018953746,0.0000047149197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012379847,0.00040074307,0.00027535314,0.0005021488,0.00026216908,0.0007399071,0.0005712506,0.0005537719,0.0044232938],"category_scores_gemma":[0.00013045943,0.00025922176,0.00017635257,0.0004995698,0.00016403523,0.0008073105,0.0002618568,0.0008100225,0.002388693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071423274,0.0000672674,0.0001742966,0.0006666056,0.000021257722,0.0005551936,0.00015004771,0.00061119854,0.8647338,0.020952597,0.005730875,0.10626543],"study_design_scores_gemma":[0.000013383101,0.00016141492,0.0007163472,0.00011527436,0.000026032398,0.0014744174,0.00007615139,0.001984636,0.7565151,0.0055018426,0.23339573,0.000019713447],"about_ca_topic_score_codex":0.0003537875,"about_ca_topic_score_gemma":0.0006268014,"teacher_disagreement_score":0.0044232938,"about_ca_system_score_codex":0.00038152243,"about_ca_system_score_gemma":0.00016068197,"threshold_uncertainty_score":0.0147973895},"labels":[],"label_agreement":null},{"id":"W3104597099","doi":"","title":"Fundamental interactions : proceedings of the Nineteenth Lake Louise Winter Institute, Lake Louise, Alberta, Canada, 15-21 February 2004","year":2005,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heavy ion; Physics; Nuclear astrophysics; Gravitation; Physical geography; Geography; Nuclear physics; Astronomy; Ion","score_opus":0.009257018812164888,"score_gpt":0.22102870073424039,"score_spread":0.2117716819220755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104597099","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00499022,0.060469937,0.0048684245,0.013132097,0.015697634,0.00011887521,0.0027675673,0.000665337,0.8972899],"genre_scores_gemma":[0.0030558475,0.005817758,0.00085686654,0.00016678587,0.00031089055,0.000010860102,0.00050751545,0.000090947346,0.98918265],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965644,0.000026974903,0.0000055033183,0.00003814865,0.00021055723,0.000062357234],"domain_scores_gemma":[0.99955887,0.000026948206,0.000011385761,0.000019502133,0.00021486696,0.00016844524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006150986,0.0009337536,0.00039655797,0.0011744922,0.0028448338,0.00258817,0.0010571036,0.00077714754,0.123809956],"category_scores_gemma":[0.00044560307,0.00028714165,0.00025466795,0.0016266969,0.0009652348,0.0008748769,0.0011966309,0.0011679995,0.03206909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033287248,0.000024370825,0.00026200034,0.00008146744,0.0000065778986,0.00006518103,0.000102299775,0.00025730624,0.0005007269,0.005095094,0.9414508,0.052120734],"study_design_scores_gemma":[0.0000020500793,0.0000039054225,0.0006629816,0.000039754166,0.0000031639534,0.000022564394,0.00008380557,0.00007955677,0.00019472468,0.00075245224,0.9981511,0.000003958119],"about_ca_topic_score_codex":0.33932707,"about_ca_topic_score_gemma":0.7359283,"teacher_disagreement_score":0.6606729,"about_ca_system_score_codex":0.012032073,"about_ca_system_score_gemma":0.011687969,"threshold_uncertainty_score":0.67470396},"labels":[],"label_agreement":null},{"id":"W3107194732","doi":"10.1142/9789811220470_0005","title":"Raising Funds with Smart Contracts: New Opportunities and Challenges","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Raising (metalworking); Business; Fund raising; Finance; Economics; Engineering; Economic growth; Mechanical engineering","score_opus":0.15286562320239833,"score_gpt":0.22550449907184192,"score_spread":0.07263887586944359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107194732","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029065674,0.09547392,0.078846656,0.636784,0.0037355407,0.00011052457,0.00045126176,0.00071229786,0.1548202],"genre_scores_gemma":[0.61614096,0.1318302,0.10607784,0.049065348,0.012107677,0.0006883791,0.00085125695,0.0007667555,0.08247161],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99170893,0.0032746792,0.00030831198,0.0010775655,0.002661812,0.00096867897],"domain_scores_gemma":[0.9655367,0.022924626,0.0017626457,0.0037377963,0.002939137,0.0030990834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02006634,0.00058008725,0.0011189785,0.00153286,0.0030327747,0.014814067,0.0033535762,0.010083493,0.021491349],"category_scores_gemma":[0.03708644,0.0005111139,0.0007371574,0.0023640706,0.009690984,0.032757394,0.0066582,0.0073977425,0.0048081027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003842918,0.00006438415,0.00051865354,0.00023245112,0.000008851854,0.00012156492,0.000547307,0.0009892074,0.0001752969,0.8347948,0.033277098,0.1292318],"study_design_scores_gemma":[0.000032948337,0.00003463503,0.00032137657,0.0005404952,0.0000055437563,0.00019902404,0.0009836172,0.0026151452,0.00031048863,0.70378673,0.2911313,0.000038670645],"about_ca_topic_score_codex":0.0018268158,"about_ca_topic_score_gemma":0.0016820598,"teacher_disagreement_score":0.021491349,"about_ca_system_score_codex":0.0035751178,"about_ca_system_score_gemma":0.0062577897,"threshold_uncertainty_score":0.106122196},"labels":[],"label_agreement":null},{"id":"W3107616676","doi":"10.1142/9789811220470_0009","title":"A Brave New World: The Use of Non-traditional Information in Capital Markets","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Economic, financial, and policy analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Commerce","score_opus":0.0801767796585169,"score_gpt":0.20829550554906362,"score_spread":0.12811872589054674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107616676","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009994989,0.12531164,0.056790266,0.042939976,0.003773093,0.00010869399,0.00030558117,0.0003937005,0.76038206],"genre_scores_gemma":[0.351511,0.22523554,0.06369448,0.0143480785,0.011786376,0.0003192415,0.0005729201,0.0008088314,0.33172354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983235,0.00061393867,0.00006227159,0.00019579579,0.0006608474,0.00014370427],"domain_scores_gemma":[0.9957189,0.0030450341,0.0001767004,0.0005792623,0.00028968265,0.00019047105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029556633,0.00067818206,0.0005365653,0.0032971888,0.0019819876,0.015167886,0.0012413043,0.0024616497,0.01275457],"category_scores_gemma":[0.0056320033,0.00047263652,0.00054188323,0.0052756006,0.010408815,0.030565418,0.004023447,0.0038526964,0.003230079],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009336103,0.0000106928355,0.00010189334,0.00010764442,0.000005762216,0.00007576989,0.0010682903,0.00021953305,0.00016068641,0.93424517,0.01808488,0.045910403],"study_design_scores_gemma":[0.0000059696094,0.000012626196,0.00027997978,0.00044650084,0.000005981531,0.00021169586,0.0006236848,0.0011540925,0.00030172875,0.5495314,0.4474073,0.000019075153],"about_ca_topic_score_codex":0.0019052685,"about_ca_topic_score_gemma":0.0023653002,"teacher_disagreement_score":0.015167886,"about_ca_system_score_codex":0.0032412582,"about_ca_system_score_gemma":0.0022035933,"threshold_uncertainty_score":0.042668223},"labels":[],"label_agreement":null},{"id":"W3117943292","doi":"10.1142/9789811273230_0022","title":"Waist Inequality for 3-Manifolds with Positive Scalar Curvature","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Scalar curvature; Waist; Curvature; Mathematics; Scalar (mathematics); Mathematical analysis; Pure mathematics; Geometry; Medicine; Internal medicine","score_opus":0.07157314676759807,"score_gpt":0.2992746242668382,"score_spread":0.22770147749924013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117943292","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09794685,0.009447954,0.09866612,0.0075559267,0.0014240904,0.000045726807,0.0006042917,0.00037483,0.78393406],"genre_scores_gemma":[0.7958372,0.007558999,0.026910396,0.0022711009,0.0024766712,0.00020332084,0.00065385003,0.00056906784,0.16351934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99969363,0.00006764613,0.000016737156,0.000052932595,0.000112714886,0.000056346616],"domain_scores_gemma":[0.99949956,0.00023368088,0.000047440302,0.00005257672,0.00008327779,0.00008348677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006336174,0.00077649864,0.0007993406,0.0016281286,0.0013071421,0.0018800711,0.00090270897,0.0010223887,0.010494229],"category_scores_gemma":[0.0016370174,0.00033105226,0.00058760203,0.0010549402,0.0024531446,0.0035458663,0.0020831442,0.0026436034,0.0016840822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001674927,0.000004197469,0.000041133535,0.000028916395,0.0000028729492,0.00004191555,0.000079534686,0.00018375814,0.0005645677,0.99174917,0.003368151,0.003919001],"study_design_scores_gemma":[0.0000042209313,0.000009328346,0.0002941053,0.00002033856,0.0000042958854,0.000075782205,0.000040339623,0.0014315542,0.00021850901,0.9872005,0.010693953,0.0000070999154],"about_ca_topic_score_codex":0.0013793671,"about_ca_topic_score_gemma":0.001189744,"teacher_disagreement_score":0.010494229,"about_ca_system_score_codex":0.001187488,"about_ca_system_score_gemma":0.0003143777,"threshold_uncertainty_score":0.03510672},"labels":[],"label_agreement":null},{"id":"W3121383503","doi":"10.1142/9789812773500_0001","title":"Consumer Theory and the Demand for Money","year":2006,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Economics; Consumer demand; Commerce; Business; Microeconomics","score_opus":0.025393009490040527,"score_gpt":0.19997995196424828,"score_spread":0.17458694247420775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121383503","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06921928,0.016668582,0.037722677,0.050482117,0.00072628766,0.000052184078,0.00065555325,0.00008961315,0.8243838],"genre_scores_gemma":[0.88785803,0.009526115,0.0037623013,0.0025669627,0.0010653466,0.00008629682,0.00033768112,0.000047887977,0.09474933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99969566,0.000112146205,0.000009280066,0.000042578642,0.000106733525,0.00003358385],"domain_scores_gemma":[0.9990951,0.0006425149,0.000040973726,0.000057299207,0.0001234001,0.00004075335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064356264,0.00041925066,0.00045778172,0.0008147466,0.00066632876,0.0026469347,0.0004552102,0.0018231986,0.018753817],"category_scores_gemma":[0.0016890969,0.0002533428,0.0003042305,0.0013970501,0.002587183,0.0024993015,0.00067774236,0.0017494938,0.00078861485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049609066,0.0000065813224,0.00010790146,0.000015668436,0.0000025074014,0.000018202676,0.000119346194,0.0006422187,0.00003940126,0.9943811,0.0024934018,0.0021685201],"study_design_scores_gemma":[0.0000056582876,0.0000043545006,0.00031525243,0.000027706265,0.0000021623257,0.000025611671,0.00013692459,0.0023619365,0.000032205888,0.9817032,0.01538044,0.000004488291],"about_ca_topic_score_codex":0.0030232498,"about_ca_topic_score_gemma":0.0016291629,"teacher_disagreement_score":0.018753817,"about_ca_system_score_codex":0.0022506863,"about_ca_system_score_gemma":0.0007226208,"threshold_uncertainty_score":0.06273782},"labels":[],"label_agreement":null},{"id":"W3121393717","doi":"10.1142/9789812773500_0014","title":"Semi-Nonparametric Estimates of the Demand for Money in the United States","year":2006,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Nonparametric statistics; Economics; Econometrics","score_opus":0.035107167381251046,"score_gpt":0.21782100224431744,"score_spread":0.1827138348630664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121393717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9123829,0.0006031416,0.074471444,0.00054895255,0.000026601274,0.000011629662,0.0035279165,0.0001809292,0.008246374],"genre_scores_gemma":[0.99064493,0.00015059327,0.0058722063,0.000025691852,0.000022760787,0.000014228483,0.0016417417,0.000014472052,0.0016132852],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954623,0.00025876748,0.00002673247,0.000046942947,0.000097726064,0.000023616918],"domain_scores_gemma":[0.9905441,0.007450073,0.000671969,0.00065398787,0.0005766003,0.00010320734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018326201,0.00020300748,0.0002772046,0.0007237415,0.00013293605,0.0008717963,0.00038625297,0.00027205783,0.0030173627],"category_scores_gemma":[0.01067808,0.0001809394,0.00021580554,0.0007326527,0.00038248586,0.0007455713,0.0005952638,0.00041967494,0.00021386247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048129656,0.00015669463,0.3018191,0.00017432754,0.00030760237,0.0002124444,0.00071595167,0.3914607,0.0023224836,0.1160607,0.009579657,0.176709],"study_design_scores_gemma":[0.000024411871,0.00006274993,0.27384087,0.00010331891,0.000024119894,0.0001085316,0.00059704005,0.64517,0.0014286163,0.07231966,0.006268492,0.000052260704],"about_ca_topic_score_codex":0.005970751,"about_ca_topic_score_gemma":0.009308297,"teacher_disagreement_score":0.005970751,"about_ca_system_score_codex":0.00035498178,"about_ca_system_score_gemma":0.00027234046,"threshold_uncertainty_score":0.011871994},"labels":[],"label_agreement":null},{"id":"W3123011641","doi":"10.1142/9789813220720_0002","title":"Capital–Labor–Energy Substitution in Nested CES Production Functions for China","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Western University","funders":"","keywords":"Economics; Substitution (logic); Production (economics); Econometrics; Elasticity of substitution; China; Computable general equilibrium; Human capital; Capital (architecture); Estimation; Panel data; Microeconomics; Computer science; Geography","score_opus":0.030527260903908945,"score_gpt":0.20137272723832858,"score_spread":0.17084546633441963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123011641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52314436,0.0057083294,0.42253277,0.004073564,0.00026233745,0.00011757081,0.0017008191,0.00037916147,0.042080987],"genre_scores_gemma":[0.962653,0.0016640313,0.012267604,0.0001316536,0.000097822,0.00007692993,0.0003721554,0.000077870325,0.022658877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957544,0.0001855268,0.000021301637,0.00007332309,0.00004991105,0.00009442495],"domain_scores_gemma":[0.99871683,0.0008276198,0.00011598559,0.00014252492,0.00010442771,0.00009268738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016267186,0.0009091828,0.0013722623,0.0005675304,0.0006622757,0.001157778,0.0011132843,0.001016938,0.004798611],"category_scores_gemma":[0.0026421805,0.0005831153,0.0022192155,0.00078984036,0.0017671578,0.001751482,0.0009883427,0.0013030452,0.00056537375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071875525,0.000041785475,0.0030145932,0.00014638156,0.00008818594,0.00055720186,0.00040258843,0.21181801,0.0010712907,0.7689427,0.004128189,0.009717106],"study_design_scores_gemma":[0.000029307934,0.000035182366,0.0042519444,0.000042872976,0.0000601319,0.00010645118,0.00015789553,0.5616233,0.0003357655,0.42986247,0.0034382844,0.000056438937],"about_ca_topic_score_codex":0.041773878,"about_ca_topic_score_gemma":0.029140985,"teacher_disagreement_score":0.041773878,"about_ca_system_score_codex":0.0023729457,"about_ca_system_score_gemma":0.002928831,"threshold_uncertainty_score":0.08306146},"labels":[],"label_agreement":null},{"id":"W3123741191","doi":"10.1142/9789812773500_0005","title":"Monetary Aggregation, Inflation, and Welfare","year":2006,"lang":"en","type":"preprint","venue":"WORLD SCIENTIFIC eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Calgary","funders":"","keywords":"Welfare; Inflation (cosmology); Economics; Monetary economics; Monetary policy; Inflation targeting; Market economy; Physics","score_opus":0.02354258998722772,"score_gpt":0.2152260709271823,"score_spread":0.19168348093995458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123741191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5386878,0.09724178,0.05156547,0.096274704,0.0019288933,0.00006204718,0.001982852,0.00035901606,0.2118975],"genre_scores_gemma":[0.98032445,0.009478166,0.0015247341,0.00080759753,0.0014271872,0.00002838417,0.00024452532,0.000024380985,0.0061406163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988337,0.0005956421,0.000070999544,0.00015490431,0.00018664013,0.00015819803],"domain_scores_gemma":[0.9964011,0.0017936585,0.0009358245,0.0003819868,0.0003531874,0.00013425747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020617405,0.00047221864,0.0007611412,0.0016212543,0.00090268865,0.003997646,0.0003491246,0.000992424,0.012647116],"category_scores_gemma":[0.008073157,0.00022465957,0.00034739284,0.0029512895,0.0018480073,0.002208682,0.0013846983,0.0017238181,0.00051736616],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023031131,0.000115913754,0.008781748,0.0002220383,0.00011818395,0.00010023133,0.00046570308,0.0084846625,0.0005000529,0.91204256,0.0112420255,0.057696562],"study_design_scores_gemma":[0.000018197954,0.00001922307,0.008469355,0.00009795611,0.00003729344,0.000041493287,0.00022267541,0.0029976584,0.00014007058,0.98255527,0.0053920615,0.000008750347],"about_ca_topic_score_codex":0.0016785597,"about_ca_topic_score_gemma":0.0011370585,"teacher_disagreement_score":0.012647116,"about_ca_system_score_codex":0.0019351912,"about_ca_system_score_gemma":0.00066221034,"threshold_uncertainty_score":0.042308867},"labels":[],"label_agreement":null},{"id":"W3123909042","doi":"10.1142/9789812770462_0019","title":"Randomly Modulated Periodic Signals in Alberta's Electricity Market","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Electricity market; Electricity; Business; Environmental science; Electrical engineering; Engineering","score_opus":0.014075502089348437,"score_gpt":0.2475012974425127,"score_spread":0.23342579535316427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123909042","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17242466,0.007485092,0.035534542,0.005125179,0.0010274261,0.00003539607,0.00037670103,0.00030834708,0.77768254],"genre_scores_gemma":[0.70685637,0.0035498214,0.0056912117,0.00034411906,0.00035110774,0.000012043073,0.00021848417,0.00004435999,0.28293246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999192,0.0000084131425,0.0000013277215,0.0000060974276,0.00005457342,0.0000104447745],"domain_scores_gemma":[0.99990904,0.000029331204,0.000008554879,0.0000060894163,0.00003497736,0.000011987096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014119686,0.0001909728,0.000098115495,0.0004378899,0.0004375644,0.001057143,0.00036274944,0.0003568871,0.009890043],"category_scores_gemma":[0.00040112121,0.000087285654,0.00008210851,0.00074050494,0.000458755,0.00034178866,0.00017325414,0.00038164703,0.0003858809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010427125,0.000039165385,0.0011734151,0.00006089424,0.000010903334,0.00051748456,0.00021252314,0.04353489,0.0046460396,0.78227955,0.04352783,0.12389307],"study_design_scores_gemma":[0.00006681801,0.000078077115,0.02040476,0.00010781971,0.000026244305,0.00043929674,0.0005340933,0.25714582,0.0039178166,0.43259978,0.28460756,0.00007199301],"about_ca_topic_score_codex":0.12483339,"about_ca_topic_score_gemma":0.18494053,"teacher_disagreement_score":0.8751666,"about_ca_system_score_codex":0.0025171512,"about_ca_system_score_gemma":0.0011416939,"threshold_uncertainty_score":0.24821359},"labels":[],"label_agreement":null},{"id":"W3124876132","doi":"10.1142/9789811246494_0003","title":"Dam rain and cumulative gain","year":2022,"lang":"en","type":"preprint","venue":"WORLD SCIENTIFIC eBooks","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Perimeter Institute","funders":"Engineering and Physical Sciences Research Council; Royal Society","keywords":"Cash flow; Portfolio; Asset (computer security); Economics; Terminal value; Value (mathematics); Microeconomics; Accounts payable; Actuarial science; Financial economics; Finance; Payment; Mathematics; Operating cash flow; Computer science","score_opus":0.05407858044173638,"score_gpt":0.2624109419470616,"score_spread":0.20833236150532522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124876132","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.348311,0.005813901,0.4824419,0.0052545387,0.0006043238,0.000068172245,0.00030410674,0.00027174555,0.1569304],"genre_scores_gemma":[0.967266,0.0014931534,0.008955803,0.00018133053,0.00024176837,0.000034401284,0.000066068445,0.000047047888,0.021714441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99943143,0.0001324741,0.000023344166,0.00011465182,0.00017729666,0.00012083988],"domain_scores_gemma":[0.9983882,0.0007139197,0.00031246358,0.00015832907,0.00018170028,0.0002454284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013662368,0.00052263966,0.0004917962,0.0011184254,0.000748845,0.0022699968,0.0007776105,0.0010763786,0.010353753],"category_scores_gemma":[0.0059974724,0.00024134161,0.0005930852,0.0007543981,0.003037548,0.004601484,0.0021699457,0.0017091517,0.0006540477],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014915318,0.000013570103,0.00044509151,0.000020552265,0.0000065832473,0.00008483968,0.00010387997,0.0102201365,0.00036153465,0.98366046,0.00037378518,0.0046946025],"study_design_scores_gemma":[0.000011209847,0.00002291321,0.000421386,0.00001625354,0.0000078221,0.000106200794,0.00006707339,0.04329823,0.00024171566,0.9512982,0.0044963188,0.000012812709],"about_ca_topic_score_codex":0.0020825684,"about_ca_topic_score_gemma":0.0012154451,"teacher_disagreement_score":0.010353753,"about_ca_system_score_codex":0.0015227912,"about_ca_system_score_gemma":0.0008992026,"threshold_uncertainty_score":0.034636736},"labels":[],"label_agreement":null},{"id":"W3125291229","doi":"10.1142/9789814578622_0018","title":"The Contribution of China, India, and Brazil to Narrowing North–South Differences in GDP/capita,World Trade Shares, and Market Capitalization","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Western University","funders":"","keywords":"Market capitalization; China; Per capita; Gross domestic product; Capitalization; Geography; Economics; Stock market; Economy; Demography; Economic growth; Population","score_opus":0.024234007333299855,"score_gpt":0.21375384659814622,"score_spread":0.18951983926484636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125291229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62161905,0.02578865,0.0020555686,0.040341314,0.0003527836,0.00005200204,0.0010899821,0.00010234386,0.30859828],"genre_scores_gemma":[0.98113453,0.007411834,0.0010635471,0.0011330149,0.00015783768,0.000018161298,0.00022718571,0.000033699616,0.00882024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99965537,0.000091396796,0.000012587241,0.00004435122,0.000059835707,0.00013648091],"domain_scores_gemma":[0.99883336,0.00034548013,0.00021983669,0.00011098373,0.00021636259,0.00027405622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001177796,0.00027752988,0.00021817986,0.0010300433,0.0012505567,0.0021546653,0.00065948477,0.00037549532,0.003724949],"category_scores_gemma":[0.0037874037,0.00013854718,0.00037278284,0.0029850733,0.0019357447,0.0015431496,0.0019089208,0.0009675061,0.00020167703],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024823262,0.00008593938,0.21045046,0.0005594447,0.00028798525,0.0006139934,0.012969656,0.0036468895,0.0014052009,0.5032761,0.024021775,0.24243432],"study_design_scores_gemma":[0.000042551223,0.00007942151,0.669566,0.00065549253,0.00040745275,0.0003544688,0.013963308,0.002508883,0.001935573,0.1127264,0.19771172,0.000048695274],"about_ca_topic_score_codex":0.09078348,"about_ca_topic_score_gemma":0.21804065,"teacher_disagreement_score":0.09078348,"about_ca_system_score_codex":0.0023027183,"about_ca_system_score_gemma":0.0053351545,"threshold_uncertainty_score":0.1805101},"labels":[],"label_agreement":null},{"id":"W3125346302","doi":"10.1142/9789812773500_0008","title":"Divisia Aggregation and Substitutability Among Monetary Assets","year":2006,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Economics; Divisia monetary aggregates index; Monetary economics; Divisia index; Monetary policy; Central bank; Mathematics; Statistics; Quantitative easing","score_opus":0.02485560745901742,"score_gpt":0.1862520028326943,"score_spread":0.1613963953736769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125346302","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26706195,0.0041763643,0.45191416,0.0037063279,0.0003041791,0.00012858152,0.0027576522,0.0005591771,0.26939163],"genre_scores_gemma":[0.902137,0.0018597543,0.03771459,0.0002250468,0.00029409977,0.000110399895,0.0018736337,0.00013819584,0.055647273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993032,0.00024092403,0.000054712295,0.00014773107,0.0001875059,0.000065915105],"domain_scores_gemma":[0.9964126,0.0020064942,0.00029822026,0.0008088073,0.00041062068,0.00006321646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014580069,0.00055207225,0.00041539458,0.0011139897,0.0004950063,0.0020724207,0.0006785399,0.0003545401,0.018080994],"category_scores_gemma":[0.0054479805,0.0004076221,0.0005296344,0.0014193098,0.0010434625,0.0019676406,0.0011271896,0.0010801274,0.001756269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009787773,0.000041498257,0.006857552,0.00013236758,0.00004834254,0.00014303751,0.00037446443,0.019465154,0.0015958959,0.88727677,0.006094983,0.077872224],"study_design_scores_gemma":[0.000011399649,0.000028142491,0.0074322894,0.00006299174,0.000022514228,0.00007342258,0.00013107341,0.04133078,0.001334909,0.933367,0.016190885,0.000014573714],"about_ca_topic_score_codex":0.002794948,"about_ca_topic_score_gemma":0.003034377,"teacher_disagreement_score":0.018080994,"about_ca_system_score_codex":0.0010796151,"about_ca_system_score_gemma":0.00053627073,"threshold_uncertainty_score":0.060486913},"labels":[],"label_agreement":null},{"id":"W3125526960","doi":"10.1142/9789812770462_0016","title":"Measuring and Testing Natural Gas and Electricity Markets Volatility: Evidence from Alberta's Deregulated Markets","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Volatility (finance); Natural gas; Electricity; Economics; Monetary economics; Business; Financial economics; Engineering; Waste management; Electrical engineering","score_opus":0.07572620715006645,"score_gpt":0.22334170910226128,"score_spread":0.14761550195219483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125526960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912872,0.0002881462,0.0004315918,0.00021100858,0.000007325101,0.000018505403,0.0009606055,0.0000163576,0.0067793652],"genre_scores_gemma":[0.99508876,0.00035992733,0.0004585171,0.000048726455,0.00000852008,0.0000040622244,0.0018739549,0.000006365333,0.0021510709],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999481,0.00006736851,0.00001896702,0.000046060268,0.00032084782,0.00006581388],"domain_scores_gemma":[0.9970114,0.000900707,0.00056349405,0.0001946298,0.0011145362,0.00021526366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008985808,0.00026899247,0.00015751676,0.0009323072,0.00077726116,0.0017881477,0.0009515918,0.0003149783,0.0014492073],"category_scores_gemma":[0.0026411202,0.0001883871,0.00019760737,0.0023297223,0.00072355213,0.0006639295,0.00044688198,0.000494152,0.00013696986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000730385,0.0004239421,0.9122886,0.00009162679,0.00029184236,0.0005825458,0.0012497297,0.023826582,0.0047134743,0.008813192,0.007087869,0.03990029],"study_design_scores_gemma":[0.00006138878,0.00010297663,0.96520865,0.000039542625,0.00011758303,0.00008087323,0.0023310457,0.016841909,0.004446495,0.0019569122,0.008765398,0.00004722849],"about_ca_topic_score_codex":0.8187539,"about_ca_topic_score_gemma":0.9109585,"teacher_disagreement_score":0.1812461,"about_ca_system_score_codex":0.005998703,"about_ca_system_score_gemma":0.003868735,"threshold_uncertainty_score":0.36462694},"labels":[],"label_agreement":null},{"id":"W3126099922","doi":"10.1142/9789813220713_0007","title":"China’s Regional and Bilateral Trade Agreements","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Western University","funders":"","keywords":"China; International trade; Regional trade; Business; Political science; Free trade; Law","score_opus":0.10544126404166988,"score_gpt":0.21992052717459376,"score_spread":0.11447926313292388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126099922","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18013544,0.0060467976,0.0024584616,0.008495852,0.000503095,0.00008395507,0.00060754124,0.00013287277,0.801536],"genre_scores_gemma":[0.79842085,0.0029996196,0.0010291304,0.0010184194,0.00019270668,0.00008435786,0.00042418382,0.00004227282,0.19578844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993917,0.00007899853,0.000023201019,0.00006748988,0.0002276993,0.00021095043],"domain_scores_gemma":[0.999767,0.000032948126,0.000026337546,0.000038711507,0.00007581847,0.00005920113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008667781,0.00036566463,0.0002541702,0.0010585029,0.0020639424,0.0030304817,0.00044191466,0.0007931171,0.008666608],"category_scores_gemma":[0.0010521751,0.00018437572,0.00033775604,0.0024513402,0.0013065191,0.0014009565,0.0013570434,0.0012489371,0.00057771883],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006581948,0.000026936703,0.008081585,0.00013547213,0.000041810436,0.00036422317,0.0026307546,0.0037296703,0.0007636558,0.8247539,0.047888704,0.1115174],"study_design_scores_gemma":[0.000048448368,0.00006597478,0.065574154,0.00017818612,0.00006807807,0.00016761049,0.0016360894,0.005959192,0.0012295599,0.12246152,0.8025523,0.000058901158],"about_ca_topic_score_codex":0.124075964,"about_ca_topic_score_gemma":0.18376444,"teacher_disagreement_score":0.124075964,"about_ca_system_score_codex":0.008424179,"about_ca_system_score_gemma":0.015069719,"threshold_uncertainty_score":0.2467075},"labels":[],"label_agreement":null},{"id":"W3142896397","doi":"10.1142/9789814733342_0012","title":"Institutions and Sustainable Development","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Environmental planning; Political science; Business; Environmental ethics; Geography; Philosophy; Law","score_opus":0.01913668104802066,"score_gpt":0.21659051719527703,"score_spread":0.19745383614725637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142896397","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050909836,0.04308281,0.013000926,0.07353226,0.0010645565,0.00007451897,0.00015827807,0.00010917578,0.8638865],"genre_scores_gemma":[0.77241886,0.0595454,0.0131794745,0.017914739,0.002417618,0.00040945772,0.0003010525,0.00021877525,0.13359459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.993407,0.003268972,0.00024697813,0.00083918724,0.0011757985,0.0010619131],"domain_scores_gemma":[0.9966537,0.0013797473,0.0005488468,0.00057085516,0.00046527368,0.00038155474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004483165,0.0009595097,0.00080701243,0.0024815071,0.0053268895,0.015959077,0.0014598602,0.0063735764,0.016391495],"category_scores_gemma":[0.0048313057,0.00032351172,0.0006306076,0.0037732942,0.036716513,0.012349516,0.011113426,0.0048744297,0.0028360374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001866142,0.0000039695365,0.00006878463,0.00003848612,0.0000033102287,0.000011141262,0.00035062988,0.0001970977,0.000010804951,0.99142987,0.0033962268,0.004487761],"study_design_scores_gemma":[0.0000052332225,0.000007091288,0.00013209721,0.00023020395,0.0000028871812,0.000039092203,0.0006069131,0.00013910767,0.000052700663,0.8047973,0.19397971,0.000007731686],"about_ca_topic_score_codex":0.0048134723,"about_ca_topic_score_gemma":0.00488107,"teacher_disagreement_score":0.016391495,"about_ca_system_score_codex":0.0099658985,"about_ca_system_score_gemma":0.009629928,"threshold_uncertainty_score":0.072308004},"labels":[],"label_agreement":null},{"id":"W3148847327","doi":"10.1142/9789814317887_0023","title":"Hemolytic Uremic Syndrome","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Atypical hemolytic uremic syndrome; Medicine; Immunology; Antibody","score_opus":0.03925666345794843,"score_gpt":0.22876327803636848,"score_spread":0.18950661457842005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148847327","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007150306,0.3535418,0.009645179,0.013867315,0.012244283,0.00012721666,0.00033385624,0.0003703953,0.6027197],"genre_scores_gemma":[0.047657363,0.20109549,0.006608449,0.014213973,0.0077250423,0.00014552743,0.0007160549,0.00006049506,0.7217775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999522,0.000009413413,0.00000343712,0.0000061609157,0.00001992713,0.0000088973575],"domain_scores_gemma":[0.99996686,0.0000121928615,0.0000028550774,0.0000027656795,0.0000072353178,0.0000080612945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009171929,0.00044705605,0.00034503473,0.00059587456,0.00029784854,0.00037133426,0.00026678853,0.0005693736,0.011856249],"category_scores_gemma":[0.0002636701,0.00007801879,0.00024172736,0.0003560635,0.00026028493,0.00043675513,0.00046027784,0.0011147726,0.004328663],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052386,0.00008209509,0.0004607057,0.00027412045,0.000018062814,0.0060427575,0.00012201235,0.00016183044,0.0016414963,0.019034052,0.31988052,0.65222996],"study_design_scores_gemma":[0.00001694982,0.00005421863,0.0013392098,0.00028652896,0.000015697831,0.022999411,0.000039238577,0.00013837055,0.00059471873,0.0075171962,0.96698886,0.000009637953],"about_ca_topic_score_codex":0.0007094097,"about_ca_topic_score_gemma":0.0017795069,"teacher_disagreement_score":0.011856249,"about_ca_system_score_codex":0.0002325797,"about_ca_system_score_gemma":0.00030804658,"threshold_uncertainty_score":0.039663136},"labels":[],"label_agreement":null},{"id":"W3151344568","doi":"10.1142/9789812775702_0057","title":"FUZZY LOGIC STRATEGIES FOR THE TREATMENT OF THE MOLECULAR RECOGNITION PROBLEM","year":2002,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Grey System Theory Applications","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Deutsche Forschungsgemeinschaft","keywords":"Fuzzy logic; Computer science; Artificial intelligence; Pattern recognition (psychology)","score_opus":0.18368940824968316,"score_gpt":0.33529640886775547,"score_spread":0.1516070006180723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151344568","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033011823,0.011482669,0.9514295,0.0012788652,0.0003294626,0.000034234505,0.00004242947,0.00007438994,0.032027364],"genre_scores_gemma":[0.31757388,0.020753749,0.59763867,0.0008894141,0.0011617008,0.00033939347,0.00016432842,0.00013691255,0.061341956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997683,0.00007869063,0.000010343879,0.000025108951,0.000099365236,0.000018068265],"domain_scores_gemma":[0.9997824,0.00014104178,0.000015150164,0.000014417521,0.00003573881,0.00001133288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007493229,0.00090640463,0.0010821456,0.0007375754,0.0004965251,0.0012112758,0.0014511634,0.0012676645,0.0041783256],"category_scores_gemma":[0.0012813257,0.0002667735,0.00078393763,0.0010771501,0.00113809,0.0012971751,0.000681461,0.0019412893,0.0009089135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020705911,0.000028486353,0.000034063447,0.00014651197,0.000028611843,0.00007087627,0.00008863159,0.06782147,0.0017856789,0.85928464,0.004453626,0.06623674],"study_design_scores_gemma":[0.000014386191,0.000025626918,0.00004114787,0.00004775709,0.000013966412,0.0000439698,0.000023740407,0.21704146,0.0006742914,0.7679141,0.014145441,0.000014106593],"about_ca_topic_score_codex":0.0021180736,"about_ca_topic_score_gemma":0.0023343973,"teacher_disagreement_score":0.0041783256,"about_ca_system_score_codex":0.0010873046,"about_ca_system_score_gemma":0.0007776439,"threshold_uncertainty_score":0.013977885},"labels":[],"label_agreement":null},{"id":"W3170617244","doi":"10.1142/9789811234286_0002","title":"Communities of Innovation at the Ubisoft Montréal’s Studio","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Studio; Geography; Art; Visual arts; Sociology","score_opus":0.04847392745378384,"score_gpt":0.22414390298841586,"score_spread":0.175669975534632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170617244","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034433086,0.010544153,0.0015334631,0.0054930747,0.00071066857,0.0000733499,0.000112942274,0.00023794145,0.977851],"genre_scores_gemma":[0.037559766,0.0055398243,0.0025110573,0.0006056934,0.00022378236,0.000086208514,0.00011350736,0.00015201746,0.9532082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99901485,0.00017476344,0.0000131291135,0.00012265352,0.00039902207,0.00027554337],"domain_scores_gemma":[0.999129,0.00011696125,0.000032300275,0.00005401566,0.0001608205,0.0005069313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010157503,0.0006466688,0.00023977965,0.0022841957,0.009062618,0.0105205,0.0013457624,0.0019582196,0.052241784],"category_scores_gemma":[0.001114219,0.0004942168,0.00027105614,0.002307481,0.00488032,0.003175791,0.00426294,0.0019223511,0.008455572],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021858586,0.000042279073,0.00031888013,0.00008692793,0.00000334341,0.00027707088,0.009299287,0.0002061689,0.0003525505,0.44785094,0.4446228,0.09691787],"study_design_scores_gemma":[0.0000029074583,0.0000035667117,0.00021836523,0.000043856682,6.042873e-7,0.00005522333,0.0005794004,0.00003808515,0.000040101222,0.0022904533,0.9967236,0.0000039063957],"about_ca_topic_score_codex":0.26504415,"about_ca_topic_score_gemma":0.5336937,"teacher_disagreement_score":0.73495585,"about_ca_system_score_codex":0.026268076,"about_ca_system_score_gemma":0.022742862,"threshold_uncertainty_score":0.5270028},"labels":[],"label_agreement":null},{"id":"W3175202364","doi":"10.1142/12095","title":"Chemistry in the Cryosphere","year":2020,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Takuvik Joint International Laboratory; Makivik Corporation","funders":"","keywords":"Cryosphere; Chemistry; Geology; Climatology; Sea ice","score_opus":0.016727375810848117,"score_gpt":0.19862144128087655,"score_spread":0.18189406547002843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175202364","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008687201,0.2826634,0.0017885685,0.025980618,0.052010145,0.00003723415,0.00034324205,0.00017989683,0.6361281],"genre_scores_gemma":[0.0030768714,0.065472275,0.0005077721,0.0045078862,0.012501753,0.000022250117,0.00013835896,0.00011971434,0.9136532],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998523,0.000024048868,0.0000037709628,0.000027229946,0.000071561364,0.000021097288],"domain_scores_gemma":[0.99980515,0.000041828345,0.000008099197,0.000012697015,0.00006646343,0.00006579293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049014087,0.0011743155,0.000639476,0.0012729712,0.001331185,0.0030785454,0.0006414087,0.0013175795,0.11119337],"category_scores_gemma":[0.0007829507,0.00031866023,0.0005790424,0.0011640571,0.0008426379,0.0037512877,0.00180654,0.0026242577,0.036500525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024538813,0.000029340277,0.00007814305,0.00019123763,0.0000061360547,0.000039354974,0.00007841837,0.00024858263,0.0013177182,0.03884242,0.89058375,0.068560265],"study_design_scores_gemma":[0.0000024584058,0.0000075913244,0.00010412763,0.00007867525,0.0000018500317,0.000017976367,0.000030716263,0.00004534394,0.000087755536,0.0064113564,0.99321026,0.0000020198952],"about_ca_topic_score_codex":0.0041990546,"about_ca_topic_score_gemma":0.009859497,"teacher_disagreement_score":0.11119337,"about_ca_system_score_codex":0.0017812126,"about_ca_system_score_gemma":0.0014145587,"threshold_uncertainty_score":0.37197882},"labels":[],"label_agreement":null},{"id":"W3175775527","doi":"10.1142/9789811238031_0003","title":"DNAzyme-Based Biosensors for Metal Ion Detection","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Deoxyribozyme; Biosensor; Nanotechnology; Metal; Chemistry; Materials science; Biochemistry; Metallurgy; DNA","score_opus":0.019228727191508248,"score_gpt":0.25781080186625077,"score_spread":0.23858207467474252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175775527","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035598677,0.27169025,0.53375953,0.0022969157,0.004815038,0.0005675514,0.0012406474,0.003433187,0.14659816],"genre_scores_gemma":[0.105142735,0.16523275,0.25451487,0.002166298,0.0007777761,0.0006247631,0.0015282689,0.00049778237,0.4695147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976295,0.000017959013,0.000007869025,0.000056980625,0.00013688275,0.000017296497],"domain_scores_gemma":[0.9999317,0.000028179951,0.000006756683,0.000005825708,0.000020116728,0.000007383626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024001616,0.0010647654,0.00062389264,0.0006712909,0.00022341912,0.00090773473,0.0019051887,0.0010780946,0.005216492],"category_scores_gemma":[0.00026593296,0.0006629157,0.00040617795,0.0010007012,0.00052442664,0.0014332925,0.00058805366,0.0016761379,0.0058252127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045727345,0.00006719581,0.000029685485,0.0006810383,0.000015262412,0.00009195823,0.00008208182,0.0005058185,0.8890004,0.0102316905,0.005677043,0.09357212],"study_design_scores_gemma":[0.00002240691,0.00017109085,0.00018223352,0.00008445809,0.000025289268,0.00053094816,0.000036959096,0.002772115,0.7399456,0.0050672903,0.25113127,0.00003033653],"about_ca_topic_score_codex":0.00032645944,"about_ca_topic_score_gemma":0.000730496,"teacher_disagreement_score":0.005216492,"about_ca_system_score_codex":0.0006912503,"about_ca_system_score_gemma":0.00020015615,"threshold_uncertainty_score":0.01745087},"labels":[],"label_agreement":null},{"id":"W3176135243","doi":"10.1142/9789811238031_0004","title":"Electrochemiluminescence Biochemical Sensors","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Electrochemiluminescence; Computer science; Chemistry; Chromatography","score_opus":0.011696728931681026,"score_gpt":0.24508257722379492,"score_spread":0.2333858482921139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176135243","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020239031,0.046841476,0.30754337,0.0028115888,0.0036460424,0.0004228416,0.002886004,0.008420381,0.60718924],"genre_scores_gemma":[0.06512285,0.018833548,0.06593747,0.0023942047,0.0003593207,0.00028745187,0.003093985,0.000673113,0.8432981],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999403,0.000036611462,0.000017656328,0.00016476015,0.00032052028,0.00005753456],"domain_scores_gemma":[0.99991834,0.000017364307,0.000007627006,0.000013031438,0.000031639152,0.000012032288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027287847,0.0013997776,0.0005255059,0.000993,0.0003729737,0.0013778461,0.0015196956,0.0012067534,0.02233052],"category_scores_gemma":[0.00026855298,0.0005603368,0.0004345781,0.0007845572,0.00042610368,0.001440991,0.0010188522,0.0018208398,0.027284784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008723592,0.00009421035,0.000098477605,0.0007130436,0.000017634673,0.00013567014,0.00011636243,0.0002761271,0.67967415,0.022459084,0.05075582,0.24557222],"study_design_scores_gemma":[0.000009245139,0.00008761001,0.00025863867,0.000053801723,0.000013573427,0.0004972336,0.00003135543,0.00083726447,0.53713965,0.0026421382,0.45840892,0.000020528067],"about_ca_topic_score_codex":0.00028302884,"about_ca_topic_score_gemma":0.00063017977,"teacher_disagreement_score":0.02233052,"about_ca_system_score_codex":0.00067265885,"about_ca_system_score_gemma":0.00031208992,"threshold_uncertainty_score":0.07470304},"labels":[],"label_agreement":null},{"id":"W3189224782","doi":"10.1142/9789814340984_0006","title":"SECTION VII INTEGRITY ISSUES FOR AUTHORS AND EDITORS","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Section (typography); Computer science; Operating system","score_opus":0.4217150813677497,"score_gpt":0.41202232279686296,"score_spread":0.00969275857088675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189224782","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014931046,0.008088543,0.0018546155,0.1477727,0.6611033,0.00028281842,0.0006861381,0.0008471972,0.17921539],"genre_scores_gemma":[0.0023414316,0.007182886,0.0014682069,0.09315244,0.28997567,0.0005217444,0.0005811904,0.0012641426,0.6035123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9785645,0.003120529,0.0024665473,0.0020156298,0.011964612,0.0018682606],"domain_scores_gemma":[0.8686788,0.026505712,0.007195112,0.011179902,0.0805469,0.0058935573],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02198174,0.0017884405,0.0033931711,0.005806833,0.0071698455,0.034115657,0.0044541736,0.019906146,0.19578671],"category_scores_gemma":[0.12787224,0.0015794255,0.0018214918,0.005407846,0.003919853,0.012174952,0.004331389,0.016669823,0.25940078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006522149,0.000008300023,0.000020127429,0.00008405886,0.0000027497622,0.000020184962,0.000037355185,0.000018727846,0.00004052246,0.004197558,0.98742735,0.00813662],"study_design_scores_gemma":[0.000007824905,0.0000052588366,0.000051514613,0.00023486943,0.000005694776,0.000028321327,0.000048343587,0.000045845318,0.00006868546,0.003875189,0.9956197,0.000008710219],"about_ca_topic_score_codex":0.0026877208,"about_ca_topic_score_gemma":0.002869612,"teacher_disagreement_score":0.98009384,"about_ca_system_score_codex":0.0069259214,"about_ca_system_score_gemma":0.011964902,"threshold_uncertainty_score":0.65497184},"labels":[],"label_agreement":null},{"id":"W3192384540","doi":"10.1142/9789811237669_0013","title":"Social Media and Crisis Communication in Sport","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Crisis communication; Social media; Political science; Sociology; Media studies; Public relations; Law","score_opus":0.04891181098128809,"score_gpt":0.3088730963517327,"score_spread":0.2599612853704446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192384540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037405922,0.03461846,0.0010530776,0.00952677,0.0019229962,0.00003851487,0.000046436362,0.00003867653,0.94901454],"genre_scores_gemma":[0.10898197,0.09051694,0.00234855,0.0059493706,0.0039867098,0.00021031869,0.00017438193,0.00011672465,0.787715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997271,0.000115602415,0.000010018987,0.000019754583,0.00008523849,0.00004230688],"domain_scores_gemma":[0.9996954,0.00020292045,0.000020090714,0.000008301857,0.000031814165,0.000041395982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027186857,0.00058788946,0.00020528623,0.0013409294,0.0021554418,0.006435736,0.00048690868,0.0018260222,0.03657038],"category_scores_gemma":[0.00060156896,0.00018901595,0.0002327017,0.0018600019,0.0023717734,0.004148209,0.0016825021,0.0019421893,0.0043707155],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002813803,0.00014158888,0.00046707474,0.00054297823,0.000015144655,0.00037338957,0.015045022,0.00048475957,0.00051101396,0.5400347,0.2660992,0.176257],"study_design_scores_gemma":[0.000006762402,0.000028669265,0.0011342337,0.00092679414,0.0000046999116,0.00023867357,0.010216952,0.0002822448,0.00018410457,0.06769348,0.9192707,0.0000125715],"about_ca_topic_score_codex":0.003987914,"about_ca_topic_score_gemma":0.008777114,"teacher_disagreement_score":0.03657038,"about_ca_system_score_codex":0.0018020243,"about_ca_system_score_gemma":0.0014521871,"threshold_uncertainty_score":0.12234008},"labels":[],"label_agreement":null},{"id":"W3208304538","doi":"10.1142/9789811230134_0012","title":"Halogenated Organics in the Cryosphere","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Cryosphere; Environmental science; Environmental chemistry; Chemistry; Geology; Climatology; Sea ice","score_opus":0.020722993674509107,"score_gpt":0.2021354114509172,"score_spread":0.1814124177764081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208304538","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005097045,0.46193513,0.001460837,0.0029422913,0.003584937,0.000016686152,0.00023050302,0.00004354049,0.5246891],"genre_scores_gemma":[0.019408733,0.24923506,0.0010056698,0.0009533501,0.0015825599,0.000015080959,0.00016395109,0.00003880326,0.7275967],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99996305,0.0000047602985,0.000001021863,0.000006847159,0.00001891014,0.0000053065933],"domain_scores_gemma":[0.99997747,0.000008309174,0.0000020691139,0.000002312282,0.0000056802583,0.0000041663534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009020312,0.00042200973,0.00016779236,0.0006550661,0.00044395655,0.0010127852,0.00037946776,0.0004993075,0.013895993],"category_scores_gemma":[0.00010692029,0.00016056174,0.00014767164,0.0012287697,0.00035774175,0.0010123884,0.000545921,0.000672756,0.003076459],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005853475,0.00011222942,0.0004970692,0.00068553985,0.000016392514,0.0002708437,0.0005031478,0.0017081826,0.011014708,0.25743002,0.26862398,0.45907933],"study_design_scores_gemma":[0.0000017682008,0.000012872004,0.0006351494,0.00011702508,0.0000030975887,0.00005811844,0.000072772586,0.00011371758,0.0008574829,0.015294335,0.98283076,0.0000029670987],"about_ca_topic_score_codex":0.0069366274,"about_ca_topic_score_gemma":0.021077003,"teacher_disagreement_score":0.013895993,"about_ca_system_score_codex":0.0010221618,"about_ca_system_score_gemma":0.000675359,"threshold_uncertainty_score":0.046486735},"labels":[],"label_agreement":null},{"id":"W3209578313","doi":"10.1142/9789811239670_0002","title":"The Impact of Coronavirus Pandemic on Bitcoin: A Literary Overview","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pandemic; Coronavirus; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; History; Virology; Medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.05287306728059383,"score_gpt":0.3036239744201768,"score_spread":0.250750907139583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209578313","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007819589,0.3058588,0.0027079603,0.016198775,0.013329393,0.000055370558,0.00027323412,0.00022234971,0.6535345],"genre_scores_gemma":[0.06294831,0.20917484,0.0031534212,0.008733532,0.011778805,0.00010034868,0.0005533062,0.00057848846,0.7029789],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997986,0.00004632242,0.000011016672,0.000028512246,0.00009569384,0.000019924677],"domain_scores_gemma":[0.99938357,0.00038386075,0.000038172224,0.00003144567,0.00012300165,0.000040048617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037498484,0.0005571656,0.00030840718,0.0024548804,0.0016102018,0.0030878931,0.0004322174,0.0009727899,0.013729414],"category_scores_gemma":[0.0010317292,0.00015688449,0.00028750408,0.0029008177,0.0014007257,0.0036210248,0.0012724191,0.0018729557,0.004230973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000549927,0.000049629576,0.00033949976,0.0011287719,0.000013352842,0.0004732897,0.005381355,0.000468358,0.0013333284,0.22474171,0.5357238,0.23029187],"study_design_scores_gemma":[0.0000011810804,0.00001162597,0.000397164,0.0005108894,0.0000023978916,0.00028110118,0.00037521537,0.00012961675,0.00012605805,0.006490781,0.9916686,0.000005314286],"about_ca_topic_score_codex":0.0013144078,"about_ca_topic_score_gemma":0.0024006492,"teacher_disagreement_score":0.013729414,"about_ca_system_score_codex":0.0012685136,"about_ca_system_score_gemma":0.0006401043,"threshold_uncertainty_score":0.04592949},"labels":[],"label_agreement":null},{"id":"W3210200803","doi":"10.1142/9789811239731_0002","title":"A Scoping Review Toward Framing a Research Agenda","year":2021,"lang":"en","type":"review","venue":"WORLD SCIENTIFIC eBooks","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Framing (construction); Political science; Sociology; Media studies; History; Archaeology","score_opus":0.3364259503363224,"score_gpt":0.43627964551555243,"score_spread":0.09985369517923004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210200803","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041551382,0.9824119,0.0022145875,0.007466265,0.0019913998,0.0007165334,0.00028744043,0.000027511864,0.0044688247],"genre_scores_gemma":[0.0027731135,0.9878512,0.0040722364,0.0025484157,0.00056786375,0.0011622198,0.000328218,0.000010548246,0.00068621384],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9814083,0.0074612196,0.005831711,0.0011509666,0.003627415,0.0005203719],"domain_scores_gemma":[0.920305,0.056991298,0.005892625,0.0016548742,0.014203333,0.0009528221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030086756,0.0019144727,0.0041721812,0.035227016,0.0029291236,0.009572071,0.00298388,0.005309563,0.0062032286],"category_scores_gemma":[0.09337735,0.0013178524,0.0038774165,0.03059829,0.0030304645,0.009320068,0.0047844816,0.004813995,0.0020877118],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092404734,0.000075738855,0.00082420773,0.49260685,0.0009118733,0.00076671375,0.0038474961,0.00067208667,0.00090872805,0.034018714,0.040991563,0.42428365],"study_design_scores_gemma":[0.000012796829,0.000049939557,0.00063342403,0.73305744,0.0011174447,0.00027970708,0.0019876258,0.0001121852,0.00017601742,0.006805428,0.25574297,0.000024957291],"about_ca_topic_score_codex":0.0071966527,"about_ca_topic_score_gemma":0.016647827,"teacher_disagreement_score":0.035227016,"about_ca_system_score_codex":0.007454848,"about_ca_system_score_gemma":0.04759399,"threshold_uncertainty_score":0.15911585},"labels":[],"label_agreement":null},{"id":"W339265105","doi":"10.1142/9789814518550_0083","title":"QUANTUM MEASUREMENTS CONSTRAINED BY SYMMETRIES","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Homogeneous space; Extension (predicate logic); Position (finance); Theoretical physics; Quantum; Momentum (technical analysis); Conservation law; Pure mathematics; Mathematics; Physics; Classical mechanics; Mathematical physics; Quantum mechanics; Computer science; Economics; Geometry","score_opus":0.037215672182303955,"score_gpt":0.2423459393847766,"score_spread":0.20513026720247265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W339265105","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01290977,0.0063699465,0.14626825,0.0068832953,0.0012657903,0.000045762707,0.00047721,0.00026593308,0.8255141],"genre_scores_gemma":[0.7537771,0.009752395,0.053528547,0.0023408313,0.0030156816,0.00032737205,0.00074566505,0.00066896854,0.17584337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988154,0.0003491771,0.00004032485,0.00016766551,0.0005304346,0.000096928496],"domain_scores_gemma":[0.99887806,0.0005168335,0.00008343104,0.00033371142,0.00012440688,0.000063445084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013624785,0.0007301985,0.00088422763,0.0008913913,0.0015208262,0.0030805478,0.0010735015,0.0013442393,0.013179608],"category_scores_gemma":[0.0041302163,0.0006663222,0.00061669055,0.0012355838,0.008416316,0.0060094916,0.0025934784,0.004197364,0.0019715063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021055564,0.0000013990466,0.000004702733,0.0000059888266,0.0000010931642,0.0000029226123,0.000023354454,0.00020082797,0.000042848795,0.99707246,0.0010082056,0.0016340245],"study_design_scores_gemma":[0.0000015096082,9.523359e-7,0.000013611648,0.000004614113,4.929147e-7,0.0000042512956,0.000006678163,0.00040928225,0.000031497868,0.9953507,0.004174151,0.0000022574843],"about_ca_topic_score_codex":0.0016188733,"about_ca_topic_score_gemma":0.0011314465,"teacher_disagreement_score":0.013179608,"about_ca_system_score_codex":0.0019865052,"about_ca_system_score_gemma":0.0011885081,"threshold_uncertainty_score":0.04409015},"labels":[],"label_agreement":null},{"id":"W4200442961","doi":"10.1142/9789811248863_0009","title":"How Social Entrepreneurs’ Metacognition Shapes Socioeconomic Change Toward Sustainability-as-Flourishing","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Flourishing; Socioeconomic status; Metacognition; Sustainability; Psychology; Social psychology; Developmental psychology; Sociology; Cognition; Demography; Ecology","score_opus":0.050843082087157,"score_gpt":0.2465285933285094,"score_spread":0.19568551124135242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200442961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88449425,0.00023203854,0.0026294754,0.0016018403,0.00005401789,0.000010560471,0.000055606088,0.00002810644,0.11089414],"genre_scores_gemma":[0.99391997,0.00010906281,0.0007792904,0.0000781412,0.0000053814533,0.000006049446,0.00002411791,0.000011256781,0.005066719],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9996861,0.00013688608,0.000006975269,0.000053468928,0.000056674886,0.00005980537],"domain_scores_gemma":[0.9987569,0.00065539434,0.00019519006,0.00013178586,0.00008402125,0.00017677598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006245408,0.00009439229,0.00008663255,0.0003092003,0.0005404565,0.003404463,0.00025352908,0.0004103688,0.0054074028],"category_scores_gemma":[0.002634221,0.00012497995,0.00016650809,0.0004985713,0.0014463671,0.001593017,0.0014454046,0.00058597035,0.0003065837],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042269757,0.00077085,0.33263192,0.00022150505,0.0002243804,0.000765922,0.07387,0.002881364,0.0101498235,0.2677018,0.00836581,0.3019939],"study_design_scores_gemma":[0.00003852555,0.0002638531,0.59759986,0.0002382723,0.00013797398,0.00046305032,0.07260921,0.0050130603,0.004572209,0.24058716,0.078408115,0.000068749534],"about_ca_topic_score_codex":0.0031328292,"about_ca_topic_score_gemma":0.009073947,"teacher_disagreement_score":0.0054074028,"about_ca_system_score_codex":0.00049593835,"about_ca_system_score_gemma":0.00071378786,"threshold_uncertainty_score":0.018089533},"labels":[],"label_agreement":null},{"id":"W4205561753","doi":"10.1142/12168","title":"Material Geometry","year":2020,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geometry; Mathematics","score_opus":0.011236253531661432,"score_gpt":0.18615665600065173,"score_spread":0.1749204024689903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205561753","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020672032,0.01175771,0.019908177,0.0012397779,0.0009240895,0.00002162056,0.00035487316,0.00019040154,0.9635362],"genre_scores_gemma":[0.107972905,0.020016886,0.020475442,0.0009213072,0.0013224871,0.00008133218,0.001119675,0.00038241368,0.84770745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997019,0.000041531966,0.00001090502,0.00007633348,0.00014411336,0.000025116984],"domain_scores_gemma":[0.9998783,0.000025290572,0.000008217728,0.00002879462,0.00004184234,0.000017526756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017110168,0.00061494386,0.000460932,0.0011496701,0.0013113905,0.0029198604,0.0006484082,0.00060749607,0.043356344],"category_scores_gemma":[0.0003651289,0.00027325234,0.00042696972,0.00090212334,0.0020253381,0.0029331355,0.0014004963,0.0011879372,0.013250793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031902828,0.0000031222105,0.000020122501,0.00005733204,0.0000025131583,0.000027781236,0.000086433254,0.00026168948,0.00037082084,0.95747393,0.02330125,0.018391883],"study_design_scores_gemma":[0.000001612649,0.000009248674,0.00011562428,0.000036481742,0.000002707487,0.00019970004,0.000077192235,0.00037997199,0.00030025595,0.23284976,0.76602274,0.000004712894],"about_ca_topic_score_codex":0.0010343726,"about_ca_topic_score_gemma":0.0013236023,"teacher_disagreement_score":0.043356344,"about_ca_system_score_codex":0.0016733373,"about_ca_system_score_gemma":0.0005812875,"threshold_uncertainty_score":0.14504135},"labels":[],"label_agreement":null},{"id":"W4205986834","doi":"10.1142/8982","title":"Nuclear and Radiation Physics in Medicine","year":2013,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Radiation; Physics; Medical radiation; Nuclear physics; Medical physics","score_opus":0.03411701201601593,"score_gpt":0.27887713515995516,"score_spread":0.24476012314393925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205986834","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022297856,0.07571388,0.008948938,0.0043486306,0.009360204,0.000044584696,0.00015297787,0.00032627373,0.9008815],"genre_scores_gemma":[0.0013035738,0.026140183,0.0034790274,0.002065626,0.0023051077,0.000045502533,0.000091190945,0.00022835543,0.9643413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946386,0.000094658724,0.000016805194,0.000047385343,0.00034895024,0.000028379369],"domain_scores_gemma":[0.9994874,0.00022002973,0.000023266348,0.000053253647,0.00015107344,0.0000649724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006650691,0.0014890529,0.0010739439,0.0021901357,0.0015089845,0.0035965352,0.0010221243,0.0016264592,0.08192526],"category_scores_gemma":[0.0015164504,0.00054905226,0.000535242,0.002517715,0.0018421271,0.0034942396,0.0020461902,0.0044299695,0.050776005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013130419,0.000028185656,0.000048026417,0.00034036854,0.000006301768,0.00004663967,0.00024815788,0.000489847,0.0004579089,0.08465202,0.6974209,0.21624847],"study_design_scores_gemma":[0.0000015924088,0.000003820078,0.000054316755,0.0001274581,0.0000022070826,0.00007507867,0.000028800298,0.00007996955,0.00006265345,0.0183252,0.9812355,0.0000034902357],"about_ca_topic_score_codex":0.0035801395,"about_ca_topic_score_gemma":0.012440839,"teacher_disagreement_score":0.08192526,"about_ca_system_score_codex":0.002162723,"about_ca_system_score_gemma":0.0028201109,"threshold_uncertainty_score":0.27406728},"labels":[],"label_agreement":null},{"id":"W4206683688","doi":"10.1142/9789814415019_0044","title":"POLLUTION PERMANENT MONITORING PANEL–2011 ANNUAL REPORT","year":2012,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Environmental science; Pollution; Ecology; Biology","score_opus":0.08765949351510795,"score_gpt":0.2441093873678442,"score_spread":0.15644989385273628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206683688","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058788126,0.004877192,0.005783866,0.011417579,0.007422191,0.0012527416,0.6744038,0.0021326165,0.28683126],"genre_scores_gemma":[0.011930764,0.005811547,0.006603813,0.0033909054,0.00090003567,0.0011939494,0.38867906,0.00060893095,0.580881],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977977,0.00016427666,0.00015030014,0.00019327302,0.0015143028,0.0001801408],"domain_scores_gemma":[0.99484384,0.00020125968,0.00028265663,0.0002014717,0.004238227,0.00023257309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027704097,0.0011126291,0.00051946053,0.0035090814,0.00089669833,0.00196481,0.0015655734,0.0019455457,0.034576204],"category_scores_gemma":[0.0027552827,0.0006280036,0.00079149153,0.0040135114,0.00021688687,0.0018095545,0.0011009627,0.0013012678,0.032044124],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005952443,0.000065961976,0.0017090824,0.00015903093,0.000016630518,0.000020960922,0.000014668013,0.00027056248,0.00034963104,0.00034376077,0.97456783,0.022422442],"study_design_scores_gemma":[0.000015287189,0.000024098295,0.019164212,0.00015184545,0.000036294874,0.00003467144,0.000054694337,0.00028751077,0.0016275825,0.00035761713,0.978226,0.000020217463],"about_ca_topic_score_codex":0.13989453,"about_ca_topic_score_gemma":0.18760587,"teacher_disagreement_score":0.13989453,"about_ca_system_score_codex":0.0030619071,"about_ca_system_score_gemma":0.010881034,"threshold_uncertainty_score":0.2781605},"labels":[],"label_agreement":null},{"id":"W4210834749","doi":"10.1142/9789811243011_0009","title":"Autonomous Crack Detection Approach for Masonry Structures Using Artificial Intelligence","year":2022,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Masonry; Computer science; Artificial intelligence; Geology; Engineering; Structural engineering","score_opus":0.03896315478889695,"score_gpt":0.24215188945060487,"score_spread":0.20318873466170792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210834749","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030700887,0.00034838545,0.959855,0.000078044875,0.00005041465,0.00006316024,0.00009332414,0.0017956494,0.0070150187],"genre_scores_gemma":[0.33333352,0.00034023356,0.6554014,0.00007527941,0.000033822795,0.00007810177,0.00043513093,0.00015757866,0.010144889],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999869,0.0000100736825,0.000005348715,0.000043238884,0.000056245786,0.000016086618],"domain_scores_gemma":[0.9998826,0.00003517269,0.000011394674,0.000020207955,0.000043020238,0.000007573309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001408569,0.00057413435,0.00054795854,0.0007473532,0.00033211947,0.00072906166,0.0010255782,0.00077909324,0.0025437665],"category_scores_gemma":[0.00028490828,0.00031691513,0.00072103215,0.00042855678,0.0002455471,0.00057948934,0.00059240946,0.00057438336,0.00068757264],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010370213,0.00018861704,0.0020787138,0.0002229806,0.00008620575,0.00026540377,0.00015688286,0.16851893,0.113674514,0.008650251,0.0063379025,0.6997159],"study_design_scores_gemma":[0.0000041977537,0.000032873642,0.0008122842,0.000008517099,0.000020585421,0.00007014756,0.000029525692,0.98589873,0.007717763,0.002966938,0.0024306383,0.000007827679],"about_ca_topic_score_codex":0.0024226913,"about_ca_topic_score_gemma":0.0047869864,"teacher_disagreement_score":0.0025437665,"about_ca_system_score_codex":0.00029425716,"about_ca_system_score_gemma":0.00039537856,"threshold_uncertainty_score":0.008509755},"labels":[],"label_agreement":null},{"id":"W4210946852","doi":"10.1142/9789812835703_0006","title":"Conclusion","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","score_opus":0.040776800513012405,"score_gpt":0.21037068412082355,"score_spread":0.16959388360781114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210946852","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038137892,0.0025238856,0.003054819,0.046990864,0.008726213,0.00013810639,0.0041197864,0.00051876536,0.9301138],"genre_scores_gemma":[0.052129786,0.0033867792,0.0023464388,0.01635633,0.002220763,0.00014074417,0.005578897,0.00037944072,0.91746074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989931,0.00013735406,0.000030804546,0.00023414992,0.00038888544,0.00021568021],"domain_scores_gemma":[0.9981013,0.00018749267,0.00006356695,0.0002217294,0.0011264955,0.00029946934],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010889024,0.00059742475,0.00032786612,0.0011265122,0.0019758833,0.005645888,0.0011753417,0.0017476927,0.37386647],"category_scores_gemma":[0.0038620112,0.0001888439,0.00047208002,0.0011454435,0.0005220136,0.0029091309,0.0016769432,0.0020434142,0.11874345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007593687,0.000052479383,0.0012973748,0.00018155432,0.00000916625,0.00010747611,0.00048810724,0.00023453395,0.00025059513,0.061956417,0.817177,0.11816928],"study_design_scores_gemma":[0.0000097671955,0.000008346512,0.0013396181,0.0001711665,0.0000049774176,0.00003715968,0.0006148944,0.00007266034,0.00022370246,0.007933173,0.98957926,0.000005314861],"about_ca_topic_score_codex":0.013022267,"about_ca_topic_score_gemma":0.012450791,"teacher_disagreement_score":0.62613356,"about_ca_system_score_codex":0.0035533702,"about_ca_system_score_gemma":0.004154961,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4212887125","doi":"10.1142/9789811221750_0010","title":"Conclusion","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Environmental science","score_opus":0.058455776321837946,"score_gpt":0.2779465335963265,"score_spread":0.21949075727448852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212887125","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002125029,0.0070252977,0.0065016025,0.031074533,0.0123636285,0.00015784941,0.0011987621,0.0005816377,0.9389715],"genre_scores_gemma":[0.022392664,0.008209863,0.00654621,0.014408373,0.0023868058,0.00018958768,0.002245989,0.00053372973,0.9430869],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883085,0.00019010993,0.00004943594,0.0002474781,0.00050826155,0.00017382062],"domain_scores_gemma":[0.9990687,0.00016311841,0.000045807214,0.000110952096,0.0004678413,0.00014361732],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011102781,0.00057698943,0.00045920827,0.0011113685,0.0022435319,0.0055011734,0.0015591541,0.0023540268,0.21277297],"category_scores_gemma":[0.003454341,0.0002593209,0.00065849564,0.0011337089,0.0007413377,0.0036359762,0.0024136112,0.0021812662,0.100540414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004900782,0.000050405044,0.0006994682,0.00027752738,0.000008683232,0.0001583323,0.0010020871,0.00033570774,0.0002430186,0.15639816,0.650112,0.19066572],"study_design_scores_gemma":[0.000002843516,0.000008231354,0.00027445372,0.00017234565,0.000002066986,0.0000508274,0.000346013,0.00005731259,0.000097336946,0.008170067,0.99081427,0.0000041993994],"about_ca_topic_score_codex":0.0034440036,"about_ca_topic_score_gemma":0.0045995126,"teacher_disagreement_score":0.78722703,"about_ca_system_score_codex":0.0026752965,"about_ca_system_score_gemma":0.0022761002,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4213121983","doi":"10.1142/9789811221750_0001","title":"Introduction","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Computer science","score_opus":0.023113437533149955,"score_gpt":0.20431782632695988,"score_spread":0.18120438879380993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213121983","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00070332614,0.01295245,0.0027900594,0.006592693,0.011309729,0.00012826479,0.0023845632,0.00082204846,0.9623168],"genre_scores_gemma":[0.002837167,0.0060457056,0.0016419103,0.0022947446,0.0018437252,0.000067023095,0.0018903896,0.00036654653,0.98301274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937695,0.00005894518,0.000035170935,0.00015009148,0.000319564,0.000059397298],"domain_scores_gemma":[0.9994948,0.00009246865,0.000025980791,0.00006906257,0.00023150288,0.00008621968],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040489231,0.00091076776,0.00068428874,0.0013068545,0.0012489014,0.0045527993,0.0012476982,0.001510561,0.4015731],"category_scores_gemma":[0.001656903,0.00030996974,0.00057455426,0.0014412276,0.0006432419,0.0032562625,0.001942341,0.0020152817,0.27784845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018316246,0.000031231953,0.00015262673,0.0001917253,0.0000032961748,0.00006488795,0.0002487267,0.00010739051,0.00026095787,0.020735925,0.834167,0.14401789],"study_design_scores_gemma":[0.0000010283771,0.0000047237095,0.00008273959,0.00006511402,6.370801e-7,0.000045982837,0.00003533523,0.000013750456,0.000024837127,0.0013301591,0.99839383,0.0000018570818],"about_ca_topic_score_codex":0.0020070758,"about_ca_topic_score_gemma":0.0029599878,"teacher_disagreement_score":0.59842694,"about_ca_system_score_codex":0.0013087734,"about_ca_system_score_gemma":0.0014962023,"threshold_uncertainty_score":0.85358334},"labels":[],"label_agreement":null},{"id":"W4213182357","doi":"10.1142/9789814335058_0024","title":"PERSONAL GENOMICS – Session Introduction","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Session (web analytics); Personal genomics; Genomics; Computational biology; Computer science; Psychology; Biology; World Wide Web; Genetics; Genome; Gene","score_opus":0.010460335941988743,"score_gpt":0.22065010680329405,"score_spread":0.2101897708613053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213182357","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009728728,0.0034103317,0.013000028,0.0053499225,0.0056435466,0.00025579438,0.008999022,0.009154269,0.95321417],"genre_scores_gemma":[0.0014707429,0.0009847031,0.0024225395,0.0017381366,0.00062279176,0.00009300093,0.0034996793,0.00105066,0.98811764],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955446,0.00006615666,0.000010416368,0.000123889,0.00018593046,0.000059181148],"domain_scores_gemma":[0.99948007,0.00009771299,0.000015154136,0.000094019226,0.00014296272,0.00017010953],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011526095,0.00091273984,0.0008435557,0.0009862643,0.00090866105,0.0023663975,0.0011508666,0.0017842173,0.68648785],"category_scores_gemma":[0.0012614147,0.0005094031,0.0006492377,0.0009211685,0.00026541622,0.0016668688,0.0018515104,0.0019502438,0.62867653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047465237,0.00005566432,0.000086600325,0.00008030881,0.000003774547,0.000033053733,0.00003338953,0.00004720594,0.0022862845,0.002866539,0.89693475,0.09752496],"study_design_scores_gemma":[0.0000069734406,0.000011656341,0.00019087669,0.000020430825,0.0000018667048,0.00004860117,0.00001211596,0.00003092568,0.00041910075,0.0012530654,0.99799925,0.000005103747],"about_ca_topic_score_codex":0.0008102221,"about_ca_topic_score_gemma":0.002231852,"teacher_disagreement_score":0.68648785,"about_ca_system_score_codex":0.0006127339,"about_ca_system_score_gemma":0.000708206,"threshold_uncertainty_score":0.447187},"labels":[],"label_agreement":null},{"id":"W4213259986","doi":"10.1142/8739","title":"Universal Foreigner","year":2013,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","score_opus":0.019044179017917197,"score_gpt":0.23277958383668265,"score_spread":0.21373540481876546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213259986","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004790154,0.009320225,0.000563622,0.030072445,0.009683892,0.000021966349,0.00006573112,0.00010292608,0.9496902],"genre_scores_gemma":[0.0036824998,0.0013568014,0.00017368772,0.02086892,0.0012234088,0.000022288239,0.000024086858,0.00008610055,0.97256213],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988299,0.0002965093,0.00003922725,0.0002380952,0.0003263432,0.00026994004],"domain_scores_gemma":[0.99918944,0.00025118561,0.00003786351,0.00012424562,0.00021803912,0.00017910982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014487148,0.00087219465,0.0008726153,0.0014548302,0.007077233,0.006825132,0.0011907219,0.0065645883,0.11557776],"category_scores_gemma":[0.004865609,0.0004472683,0.00047768262,0.0009773136,0.0046125767,0.009400815,0.0054637194,0.009316361,0.052689347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008452412,0.000013923689,0.000065729495,0.000034121123,0.0000017872941,0.0000728951,0.0010459862,0.000022680395,0.00004812295,0.21335949,0.76298046,0.022346271],"study_design_scores_gemma":[0.0000016839854,0.0000028525335,0.000051600648,0.000076231794,0.0000010364429,0.00004166523,0.00033874754,0.00001651237,0.000018662813,0.010008925,0.9894385,0.0000036103102],"about_ca_topic_score_codex":0.010971564,"about_ca_topic_score_gemma":0.02818781,"teacher_disagreement_score":0.11557776,"about_ca_system_score_codex":0.0032631194,"about_ca_system_score_gemma":0.0039732624,"threshold_uncertainty_score":0.3866461},"labels":[],"label_agreement":null},{"id":"W4213439334","doi":"10.1142/12825","title":"Preparing for Pandemics","year":2022,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Infectious disease (medical specialty)","score_opus":0.0551505675428455,"score_gpt":0.3397579677858639,"score_spread":0.28460740024301845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213439334","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024657414,0.006190769,0.0024010146,0.0299872,0.028800143,0.00009914954,0.00012846968,0.00037446953,0.9317722],"genre_scores_gemma":[0.0016763879,0.0028293375,0.0016275946,0.014287274,0.0027981424,0.00005037319,0.00011810901,0.00020900164,0.9764038],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994129,0.00016884571,0.000016155951,0.000058381793,0.000254392,0.000089356385],"domain_scores_gemma":[0.99923563,0.0002476478,0.00003102586,0.00008431612,0.00018447798,0.00021689896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013488226,0.0011670402,0.00040371393,0.000865406,0.0031554743,0.006315732,0.0008843262,0.0036012342,0.1474675],"category_scores_gemma":[0.0038987766,0.0004774969,0.0005729754,0.00044230046,0.0013717768,0.006067449,0.0036086214,0.0054081464,0.09118296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039918013,0.000010446244,0.000024303885,0.000025536141,0.0000013643968,0.00003137984,0.00021043404,0.000057584628,0.00008334022,0.018828256,0.9551835,0.025539864],"study_design_scores_gemma":[0.0000013703628,0.000003959457,0.000028362818,0.000041785137,6.484233e-7,0.000020254398,0.0001971654,0.000019030094,0.000018635503,0.0051446944,0.99452186,0.0000022673696],"about_ca_topic_score_codex":0.0042266157,"about_ca_topic_score_gemma":0.011496487,"teacher_disagreement_score":0.1474675,"about_ca_system_score_codex":0.0015777309,"about_ca_system_score_gemma":0.0034864794,"threshold_uncertainty_score":0.49332792},"labels":[],"label_agreement":null},{"id":"W4214647712","doi":"10.1142/11954","title":"A Cabinet of Curiosities","year":2020,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Cabinet (room); Art; Visual arts","score_opus":0.11163104867883797,"score_gpt":0.37663030965476574,"score_spread":0.26499926097592774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214647712","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004555717,0.021576324,0.004149626,0.029126983,0.027475985,0.000058353897,0.00013723719,0.00042945394,0.91659063],"genre_scores_gemma":[0.0024238771,0.003766536,0.0014781425,0.0051943706,0.0037752385,0.000041011535,0.00006445845,0.00046455252,0.9827917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985563,0.00044165718,0.00004787123,0.00014285771,0.0006681308,0.0001431112],"domain_scores_gemma":[0.9976374,0.0008919174,0.000058418475,0.00026854716,0.0007040846,0.00043966717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019105823,0.001271978,0.000864944,0.002506201,0.0048888796,0.010659226,0.0010989158,0.002768113,0.09157552],"category_scores_gemma":[0.005064881,0.0006159739,0.00066633645,0.0015280982,0.0040057898,0.009753968,0.004582333,0.008677578,0.040901553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016793356,0.00001631782,0.000026712605,0.00006146288,0.0000034335421,0.00005596942,0.00055856776,0.00006872129,0.0001378367,0.15873058,0.80384886,0.03647477],"study_design_scores_gemma":[0.0000018020228,0.0000026834905,0.000022438808,0.000062791514,8.4062464e-7,0.000031868836,0.00013517331,0.00004049121,0.000025528085,0.016578343,0.98309475,0.000003416014],"about_ca_topic_score_codex":0.0034140977,"about_ca_topic_score_gemma":0.011152709,"teacher_disagreement_score":0.09157552,"about_ca_system_score_codex":0.0035800065,"about_ca_system_score_gemma":0.002838158,"threshold_uncertainty_score":0.30635065},"labels":[],"label_agreement":null},{"id":"W4220915889","doi":"10.1142/12891","title":"Global Public Governance","year":2022,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Corporate governance; Political science; Business; Public administration; Finance","score_opus":0.024890311031813172,"score_gpt":0.27606101457643983,"score_spread":0.2511707035446267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220915889","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021516257,0.002376829,0.0008911765,0.005686069,0.0007115104,0.000018495364,0.0001011224,0.00007095287,0.98992866],"genre_scores_gemma":[0.008499437,0.0018131793,0.00043975213,0.0026022354,0.00039185392,0.000046977264,0.00015883248,0.00009936298,0.9859483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992766,0.0002137928,0.000016915716,0.00011947552,0.00026807212,0.00010524941],"domain_scores_gemma":[0.99956745,0.00011164599,0.000023810733,0.000119292,0.00012318643,0.000054558805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092801213,0.00081053836,0.00042840012,0.0011765216,0.0019550286,0.007922193,0.0006573682,0.0032094717,0.103367895],"category_scores_gemma":[0.0024305151,0.00034722363,0.00032865946,0.0018648976,0.0022609432,0.0051564253,0.0027454908,0.0027999138,0.036917288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035450673,0.000009647636,0.000048255944,0.000037616977,0.000002379587,0.000022092761,0.0003324336,0.00015232568,0.000057266127,0.5209678,0.43910673,0.039259862],"study_design_scores_gemma":[0.0000015193057,0.0000020073512,0.000077153214,0.000060654544,0.0000011703082,0.000012917067,0.00012432397,0.0000621862,0.000022283682,0.06254563,0.93708825,0.0000018205849],"about_ca_topic_score_codex":0.009499119,"about_ca_topic_score_gemma":0.016914524,"teacher_disagreement_score":0.103367895,"about_ca_system_score_codex":0.0043145875,"about_ca_system_score_gemma":0.00405126,"threshold_uncertainty_score":0.34580004},"labels":[],"label_agreement":null},{"id":"W4221136435","doi":"10.1142/9789811254857_0005","title":"Infinite Dimensional Spaces","year":2022,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Valladolid; Natural Sciences and Engineering Research Council of Canada; Ministerio de Ciencia y Tecnología; Canada Research Chairs","keywords":"Pure mathematics; Mathematics","score_opus":0.02659578999321846,"score_gpt":0.23158650761961427,"score_spread":0.2049907176263958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221136435","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04698751,0.002770951,0.88799196,0.0012753512,0.00031832827,0.000042430005,0.00038568303,0.00025082444,0.05997693],"genre_scores_gemma":[0.76922,0.0030617095,0.1856077,0.00088311883,0.00076111604,0.00037522495,0.0012134608,0.0002638318,0.0386138],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996819,0.0013313994,0.00015682161,0.00051417574,0.0009917142,0.00018677773],"domain_scores_gemma":[0.9933848,0.0043552704,0.00042958066,0.00084712484,0.00066228764,0.000320886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023789632,0.0007265045,0.00077793404,0.0011797274,0.0012938085,0.0028181875,0.0010193352,0.00097582594,0.004667532],"category_scores_gemma":[0.012515916,0.00033333662,0.0006194191,0.000913569,0.0034483531,0.00360467,0.0030693873,0.002719252,0.001148918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009857693,0.0000067313567,0.0001310669,0.00003508875,0.000007339657,0.000029841585,0.00006355359,0.0025346328,0.00034980816,0.99058187,0.0007044005,0.0055457964],"study_design_scores_gemma":[0.0000041722774,0.000013618123,0.00016750731,0.000017379945,0.0000030699964,0.00008986617,0.000029947774,0.016498584,0.00039665826,0.97600466,0.006765526,0.000009054876],"about_ca_topic_score_codex":0.00039424267,"about_ca_topic_score_gemma":0.00029044872,"teacher_disagreement_score":0.004667532,"about_ca_system_score_codex":0.00097515533,"about_ca_system_score_gemma":0.0006074593,"threshold_uncertainty_score":0.01561439},"labels":[],"label_agreement":null},{"id":"W4226178435","doi":"10.1142/9789811252143_0041","title":"PHYSICAL MODEL FOR LOW FREQUENCY NOISE IN AVALANCHE BREAKDOWN OF PN JUNCTIONS","year":2022,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Infrasound; Low frequency; Materials science; Noise (video); Acoustics; Physics; Computer science","score_opus":0.016045990023435965,"score_gpt":0.21102146854229553,"score_spread":0.19497547851885957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226178435","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06204982,0.0051255864,0.6935597,0.0026583166,0.0019308852,0.00026590962,0.00046817394,0.0006951654,0.23324637],"genre_scores_gemma":[0.71207535,0.0040971995,0.033716213,0.0015840903,0.00090359425,0.0004164614,0.00044641155,0.00061551493,0.24614507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997627,0.00004176431,0.000009071461,0.00003639255,0.00012270064,0.000027299136],"domain_scores_gemma":[0.99971277,0.00015383441,0.000021146352,0.000027307511,0.00005959511,0.000025329322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004587898,0.0010077371,0.0010123502,0.0012823023,0.000872208,0.0015825033,0.0026611392,0.0023019374,0.007152216],"category_scores_gemma":[0.0013179635,0.00047465696,0.000913713,0.00065629184,0.0014327297,0.001930995,0.0007346016,0.0017802106,0.0016694879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077647564,0.00014898632,0.00030398933,0.00025221016,0.00003920005,0.00051683385,0.00035007816,0.2048837,0.021682588,0.75898373,0.0046078125,0.008153149],"study_design_scores_gemma":[0.000017945798,0.00004912268,0.00033109414,0.00003158372,0.000017933464,0.00026407538,0.000077329474,0.71678686,0.0010955693,0.2768174,0.00447873,0.000032417458],"about_ca_topic_score_codex":0.0019071982,"about_ca_topic_score_gemma":0.0014275293,"teacher_disagreement_score":0.007152216,"about_ca_system_score_codex":0.0012417407,"about_ca_system_score_gemma":0.00060248416,"threshold_uncertainty_score":0.023926616},"labels":[],"label_agreement":null},{"id":"W4229017232","doi":"10.1142/13010","title":"Metamaterials and Nanophotonics","year":2022,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Nanophotonics; Metamaterial; Materials science; Nanotechnology; Optoelectronics","score_opus":0.025855483540853208,"score_gpt":0.24411146771740289,"score_spread":0.21825598417654968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229017232","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011786204,0.12242919,0.022411674,0.0018630866,0.004613625,0.000056484583,0.00018415134,0.00043703776,0.8468262],"genre_scores_gemma":[0.0074473745,0.034980994,0.0091411285,0.0012307292,0.0011332928,0.00007403329,0.0001787507,0.00016589575,0.9456478],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999821,0.000014626286,0.000003843506,0.000021463173,0.00012508313,0.000014059405],"domain_scores_gemma":[0.999925,0.000034817112,0.000004961734,0.000010832669,0.000016027321,0.000008387124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014559577,0.00086470303,0.00064362056,0.0009537421,0.00043461227,0.0016629186,0.0005307212,0.00093752943,0.027619833],"category_scores_gemma":[0.00028743417,0.0004236672,0.00028208704,0.000966095,0.0006999079,0.0020877675,0.0008855134,0.0017626866,0.016800543],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048453014,0.00008553074,0.000062986524,0.00072432053,0.00002094492,0.000094603674,0.00018013711,0.00088738755,0.021447308,0.23655105,0.31349552,0.42640167],"study_design_scores_gemma":[0.000005676196,0.000014947654,0.00013155311,0.00012270216,0.0000044173808,0.00012603901,0.000029302002,0.0007623711,0.0024684612,0.057597484,0.938729,0.000007983144],"about_ca_topic_score_codex":0.000455241,"about_ca_topic_score_gemma":0.0014019348,"teacher_disagreement_score":0.027619833,"about_ca_system_score_codex":0.0006364948,"about_ca_system_score_gemma":0.0003833625,"threshold_uncertainty_score":0.09239757},"labels":[],"label_agreement":null},{"id":"W4229522908","doi":"10.1142/9789813220621_0008","title":"Canadian Biotechnology University Spin-Offs — Actual Situation and Trends","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Spin offs; Biochemical engineering; Biotechnology; Biology; Engineering; Business; Industrial organization","score_opus":0.008947972685350527,"score_gpt":0.17789238603925417,"score_spread":0.16894441335390364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229522908","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21217343,0.04813996,0.0014698945,0.29801914,0.0044773477,0.00025003118,0.007846267,0.0010217488,0.42660213],"genre_scores_gemma":[0.5805773,0.044811133,0.0026121666,0.033448216,0.000707528,0.00009237225,0.005475788,0.00038268103,0.3318928],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9921611,0.00022680119,0.0001272874,0.00030936344,0.004404487,0.0027709866],"domain_scores_gemma":[0.9842567,0.00064041204,0.000801194,0.00019173208,0.0070161554,0.0070938724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034076483,0.0006222136,0.00039307293,0.0049729315,0.013194287,0.009766074,0.004176332,0.0034548086,0.033922218],"category_scores_gemma":[0.007998513,0.00046309596,0.0007375263,0.012217803,0.0031998085,0.002828656,0.0036441148,0.0048572286,0.0028105981],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016059961,0.0001912289,0.037382334,0.00053239916,0.0000376677,0.0009277661,0.0062051653,0.00042586672,0.0007298137,0.05631873,0.681797,0.21529144],"study_design_scores_gemma":[0.000030925235,0.000050707007,0.1250013,0.00064625236,0.00003777436,0.00053210696,0.026774414,0.0005769707,0.00052370114,0.0026953109,0.84301805,0.0001123899],"about_ca_topic_score_codex":0.9836609,"about_ca_topic_score_gemma":0.99426043,"teacher_disagreement_score":0.86961555,"about_ca_system_score_codex":0.13038446,"about_ca_system_score_gemma":0.22806232,"threshold_uncertainty_score":0.9460099},"labels":[],"label_agreement":null},{"id":"W4229891047","doi":"10.1142/7546","title":"Expect the Unexpected","year":2011,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","score_opus":0.13587978474853474,"score_gpt":0.3418907225498927,"score_spread":0.20601093780135799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229891047","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017169644,0.004663829,0.003601552,0.14208482,0.019393988,0.000036448084,0.0001727344,0.0003638212,0.82796574],"genre_scores_gemma":[0.035681877,0.003557211,0.001524214,0.08469771,0.0056671966,0.00006947877,0.00017849029,0.00061349955,0.86801034],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986198,0.00035065078,0.000029156594,0.00022199124,0.0004912969,0.00028707754],"domain_scores_gemma":[0.9979734,0.0004669426,0.000093466304,0.0002916626,0.0005692256,0.00060529617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022071514,0.0007553088,0.00042380515,0.00063228933,0.004729152,0.009174814,0.00094555423,0.0037405982,0.07600566],"category_scores_gemma":[0.007708088,0.00035589366,0.00055348483,0.00045546758,0.006339531,0.013650427,0.005849364,0.01189743,0.03893683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001822747,0.000019692212,0.0001807096,0.000036369915,0.000005682293,0.0001092238,0.0009022337,0.00007795666,0.00013138643,0.25208965,0.7276694,0.018759452],"study_design_scores_gemma":[0.000004018068,0.0000069558932,0.00008999711,0.000052628686,0.0000017142431,0.00008511504,0.0008693747,0.00006555588,0.00005613713,0.059124075,0.93963706,0.0000075335174],"about_ca_topic_score_codex":0.0032280057,"about_ca_topic_score_gemma":0.00717177,"teacher_disagreement_score":0.07600566,"about_ca_system_score_codex":0.002554131,"about_ca_system_score_gemma":0.0032523707,"threshold_uncertainty_score":0.2542643},"labels":[],"label_agreement":null},{"id":"W4230023734","doi":"10.1142/9993-vol2","title":"The Economies of China and India","year":2016,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Western University","funders":"","keywords":"China; Economy; Economics; Business; Geography; Archaeology","score_opus":0.014579765010690405,"score_gpt":0.18161347794633406,"score_spread":0.16703371293564365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230023734","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2372976,0.079886466,0.0005687596,0.014168846,0.00042442372,0.000044815315,0.0010066753,0.00006218058,0.66654015],"genre_scores_gemma":[0.8881318,0.03223813,0.00029926287,0.0006187482,0.00023209643,0.000035588553,0.000386628,0.000023981805,0.07803386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998449,0.000025650037,0.0000045041593,0.000015530584,0.000040448376,0.00006899405],"domain_scores_gemma":[0.9998055,0.0000406336,0.000032966305,0.000021094129,0.000038653714,0.000061109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025740959,0.0004195689,0.00021351285,0.0011948075,0.0011278087,0.0023031356,0.00040713063,0.00030816146,0.005157636],"category_scores_gemma":[0.0007906518,0.00013341632,0.00017756574,0.0034515336,0.0024486072,0.0015926629,0.0014265819,0.000909224,0.00032612318],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014940216,0.000030790005,0.012093995,0.00017032736,0.00003523771,0.000515428,0.004217191,0.002019383,0.00022969284,0.87224674,0.036807153,0.07148461],"study_design_scores_gemma":[0.00003922988,0.000054634682,0.14925228,0.00042914491,0.000060997827,0.00033716208,0.00799189,0.002296734,0.00045271005,0.28500116,0.5540448,0.00003929072],"about_ca_topic_score_codex":0.13916105,"about_ca_topic_score_gemma":0.1787088,"teacher_disagreement_score":0.13916105,"about_ca_system_score_codex":0.005564769,"about_ca_system_score_gemma":0.005944517,"threshold_uncertainty_score":0.2767021},"labels":[],"label_agreement":null},{"id":"W4231199009","doi":"10.1142/9789811201721_0001","title":"Introduction","year":2019,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.022238493851307547,"score_gpt":0.2539867716826323,"score_spread":0.23174827783132473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231199009","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00059326115,0.009971596,0.0023287833,0.015088787,0.016538288,0.00014317664,0.0040344065,0.0005471845,0.9507545],"genre_scores_gemma":[0.0043766336,0.0063370224,0.0014920777,0.0036858923,0.0029762515,0.000078985344,0.003192584,0.00026613177,0.97759444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987509,0.000116240706,0.00005341682,0.00027077645,0.00067066925,0.00013787978],"domain_scores_gemma":[0.9983297,0.00021284659,0.00006636218,0.00020211788,0.00091577054,0.00027315476],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009306791,0.0008586858,0.0005629878,0.001900249,0.0024705117,0.0069240388,0.0017207684,0.002367491,0.39849642],"category_scores_gemma":[0.0041204095,0.00028853767,0.00052191055,0.0024555894,0.0011384826,0.003178009,0.002258249,0.0022009644,0.23202747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001555555,0.000014258328,0.00014197764,0.00014606155,0.000002747192,0.00004320343,0.00022438893,0.000081465776,0.00014703903,0.045311432,0.8869802,0.06689161],"study_design_scores_gemma":[9.425234e-7,0.000002370177,0.00008511596,0.00006455359,6.2203253e-7,0.000020577074,0.00004339366,0.000009198232,0.000025380283,0.001897474,0.9978483,0.0000019519148],"about_ca_topic_score_codex":0.019169439,"about_ca_topic_score_gemma":0.024059756,"teacher_disagreement_score":0.98083055,"about_ca_system_score_codex":0.0052671814,"about_ca_system_score_gemma":0.0051237363,"threshold_uncertainty_score":0.85797185},"labels":[],"label_agreement":null},{"id":"W4231293584","doi":"10.1142/10770-vol2","title":"The Encyclopedia of Medical Robotics","year":2018,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Encyclopedia; Artificial intelligence; Robotics; Computer science; Library science; Robot","score_opus":0.009671629863286074,"score_gpt":0.2173324474609454,"score_spread":0.20766081759765934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231293584","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005972713,0.15494251,0.02307951,0.0035183588,0.017970411,0.00016166817,0.0012519828,0.00282989,0.79564834],"genre_scores_gemma":[0.0029416922,0.09893567,0.011244148,0.0029486553,0.0046387683,0.00020374193,0.0015968205,0.0008252253,0.87666535],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948466,0.000053709267,0.000038411235,0.00006361549,0.00032026935,0.00003935514],"domain_scores_gemma":[0.9994399,0.00016957337,0.00003633517,0.000058240676,0.00017863573,0.000117337004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034028885,0.0016393322,0.0014817133,0.003047422,0.00062290457,0.0036747798,0.0012905735,0.001171482,0.1365503],"category_scores_gemma":[0.0013866408,0.00037437872,0.00048311698,0.0034859674,0.0007041546,0.0024586972,0.001985391,0.0017458716,0.10725925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020786094,0.00003235863,0.00006586483,0.0007969648,0.000008595748,0.000067010405,0.00006680558,0.00030481184,0.0008478535,0.008804715,0.56336755,0.42561668],"study_design_scores_gemma":[0.0000026720954,0.000007959795,0.00011615464,0.00024003275,0.0000029756322,0.00017419641,0.0000241915,0.00009101662,0.000084965795,0.0026832025,0.9965668,0.000005750568],"about_ca_topic_score_codex":0.0010098702,"about_ca_topic_score_gemma":0.0027721517,"teacher_disagreement_score":0.1365503,"about_ca_system_score_codex":0.0006254436,"about_ca_system_score_gemma":0.002200177,"threshold_uncertainty_score":0.4568063},"labels":[],"label_agreement":null},{"id":"W4232195000","doi":"10.1142/9789814656054_0025","title":"Two-Dimensional Stationary Phase Approximation: Stationary Point at a Corner","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Stationary point; Stationary phase; Point (geometry); Phase (matter); Mathematics; Statistical physics; Physics; Mathematical analysis; Geometry; Chemistry; Quantum mechanics","score_opus":0.03786717183762541,"score_gpt":0.25510223772356183,"score_spread":0.2172350658859364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232195000","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053002075,0.008120233,0.7864413,0.0018843223,0.002215834,0.00003045671,0.00013308591,0.0004712657,0.19540323],"genre_scores_gemma":[0.2721145,0.021675734,0.37097776,0.0019472991,0.0037389854,0.0002199164,0.0007989147,0.0015522912,0.32697454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998437,0.000049572653,0.000006400118,0.000029473971,0.000058800924,0.0000120531995],"domain_scores_gemma":[0.9997874,0.00008634434,0.000012662544,0.000043990072,0.00005259322,0.00001712504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037863536,0.0010158747,0.0009191516,0.00048403637,0.00040713412,0.0015123816,0.0012966791,0.001458625,0.004913363],"category_scores_gemma":[0.0012610987,0.00044723315,0.0007043727,0.00074221776,0.001489626,0.002475273,0.0010393893,0.0030989617,0.003060139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002640354,0.000022768614,0.000040969244,0.00011732273,0.000010276889,0.00004470318,0.00006914592,0.01837542,0.0012129446,0.94185925,0.014218014,0.024002861],"study_design_scores_gemma":[0.0000137699435,0.000011757677,0.00007796452,0.00004822707,0.000008464417,0.00008659268,0.000032288946,0.22819106,0.0007142878,0.7349223,0.035876732,0.000016668659],"about_ca_topic_score_codex":0.0012733927,"about_ca_topic_score_gemma":0.00077336945,"teacher_disagreement_score":0.004913363,"about_ca_system_score_codex":0.00046091402,"about_ca_system_score_gemma":0.00057453505,"threshold_uncertainty_score":0.016436815},"labels":[],"label_agreement":null},{"id":"W4232402037","doi":"10.1142/9789814295505_0021","title":"Managerial Influence in the Implementation of a New Technology","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Business and Economic Development","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Business","score_opus":0.01852940729210293,"score_gpt":0.22072618849057266,"score_spread":0.20219678119846973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232402037","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2818127,0.017382143,0.006421586,0.007268,0.0006040224,0.00004944127,0.000021688711,0.00011046846,0.68632996],"genre_scores_gemma":[0.94477093,0.003308831,0.001721454,0.00067552214,0.00031602805,0.00001591193,0.000013884865,0.000026222679,0.049151212],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808913,0.0010189238,0.000027114767,0.00007760251,0.00072271406,0.00006451402],"domain_scores_gemma":[0.99589384,0.0032832164,0.0002531305,0.00011093618,0.00029981774,0.00015918509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017507334,0.00016285406,0.00011195544,0.00045038492,0.0004295232,0.0023412951,0.00030358176,0.0003373747,0.0034080597],"category_scores_gemma":[0.0033897222,0.000093761904,0.000107217595,0.00031005693,0.00095637096,0.00064328883,0.00050396036,0.00070193864,0.00038444652],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001744745,0.0005884192,0.03914557,0.000647113,0.00007291229,0.0013359033,0.046897497,0.003250705,0.012337455,0.20492254,0.034490805,0.6561366],"study_design_scores_gemma":[0.00006950721,0.00088823837,0.14962335,0.0016848868,0.00012066034,0.0013179308,0.017182812,0.013017363,0.0090151355,0.06513844,0.74183017,0.00011159406],"about_ca_topic_score_codex":0.0012976378,"about_ca_topic_score_gemma":0.0031078737,"teacher_disagreement_score":0.0034080597,"about_ca_system_score_codex":0.0010995949,"about_ca_system_score_gemma":0.00072269415,"threshold_uncertainty_score":0.011401117},"labels":[],"label_agreement":null},{"id":"W4232456592","doi":"10.1142/9789812837066_0001","title":"Introduction and Overview","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","score_opus":0.03492584026980784,"score_gpt":0.24213146308116765,"score_spread":0.2072056228113598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232456592","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008199811,0.10225464,0.030001502,0.007997666,0.014087441,0.00039086796,0.0038203625,0.0021295159,0.83849806],"genre_scores_gemma":[0.0014218964,0.03989921,0.007138458,0.0022273436,0.0025386398,0.00015890007,0.002442433,0.0004990105,0.94367415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994779,0.000043551827,0.000026522448,0.00011300072,0.0002893773,0.000049551112],"domain_scores_gemma":[0.9993119,0.00013084331,0.000027840859,0.00006449845,0.0003547452,0.00011015401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007127166,0.0010046465,0.0007070313,0.0031131802,0.0009695108,0.003416339,0.0014829307,0.0016880456,0.2172353],"category_scores_gemma":[0.0019939307,0.00052105484,0.00049193494,0.0031116505,0.00047984786,0.00436686,0.0019583819,0.0018711567,0.20383064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020832009,0.0000504563,0.000086801374,0.00050159346,0.0000032360083,0.000049845785,0.00008648877,0.00019166345,0.0006684983,0.018538829,0.5477503,0.43205148],"study_design_scores_gemma":[8.371383e-7,0.00000617728,0.00005935306,0.00011574389,0.000001195788,0.000049321792,0.0000167921,0.00002216849,0.00009403794,0.002514904,0.9971167,0.0000028411355],"about_ca_topic_score_codex":0.0027871614,"about_ca_topic_score_gemma":0.0052111475,"teacher_disagreement_score":0.2172353,"about_ca_system_score_codex":0.0010887878,"about_ca_system_score_gemma":0.0023688844,"threshold_uncertainty_score":0.7267245},"labels":[],"label_agreement":null},{"id":"W4232532163","doi":"10.1142/9789813208155_0012","title":"International Trade and the Environmental Goods and Services Industry","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; University of Waterloo","funders":"","keywords":"Business; International trade; Goods and services; Commerce; Economics; Economy","score_opus":0.011930841662449166,"score_gpt":0.22918114261231584,"score_spread":0.21725030094986666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232532163","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00084581063,0.024296444,0.00080222526,0.0044014216,0.0005002813,0.000004883151,0.000023883102,0.000012523192,0.9691125],"genre_scores_gemma":[0.09558419,0.054344032,0.0011406576,0.005071371,0.0020668944,0.000054720862,0.00009653617,0.00010836353,0.8415332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995185,0.000113839174,0.000014645683,0.000059151203,0.00020732832,0.00008647636],"domain_scores_gemma":[0.9997162,0.0001420876,0.000025408595,0.00003802144,0.000048867827,0.000029445435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005044059,0.00069709047,0.0002608725,0.001310403,0.0024399883,0.0071784654,0.000543899,0.0036410827,0.018723577],"category_scores_gemma":[0.0011625206,0.0002798089,0.00036351295,0.0027348173,0.0060919668,0.0050182967,0.0018952874,0.004575197,0.002783674],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026016523,0.0000072885996,0.000028427588,0.000018067107,0.0000011362406,0.000014071644,0.00020917428,0.00013932669,0.000036405134,0.9725237,0.018137207,0.008882619],"study_design_scores_gemma":[0.0000022622637,0.0000036611489,0.00016156513,0.00017797283,0.0000023952537,0.000028124849,0.00026982903,0.00018057923,0.00006340626,0.49315652,0.5059501,0.000003558104],"about_ca_topic_score_codex":0.01540698,"about_ca_topic_score_gemma":0.024840707,"teacher_disagreement_score":0.018723577,"about_ca_system_score_codex":0.005230322,"about_ca_system_score_gemma":0.0053629144,"threshold_uncertainty_score":0.062636614},"labels":[],"label_agreement":null},{"id":"W4233001382","doi":"10.1142/11202","title":"Heavy Ion Collisions at Intermediate Energy","year":2018,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Heavy ion; Ion; Nuclear physics; Atomic physics; Physics; Energy (signal processing)","score_opus":0.020768895673900802,"score_gpt":0.270284542880764,"score_spread":0.24951564720686317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233001382","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028045445,0.024063213,0.013672842,0.0012925911,0.0051116897,0.000024167186,0.000099572826,0.00052436406,0.95240694],"genre_scores_gemma":[0.036381118,0.015419795,0.004545316,0.0007592513,0.0022001155,0.000034865956,0.00030204904,0.00046925902,0.93988824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997273,0.000021297925,0.000006283263,0.00003632268,0.00017728827,0.000031411193],"domain_scores_gemma":[0.9998599,0.00005496269,0.000007736518,0.000025864128,0.000026297375,0.000025078107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034312822,0.0009555434,0.00069045566,0.00071256416,0.001075655,0.0022972198,0.0013197906,0.00088034826,0.030171705],"category_scores_gemma":[0.0005202259,0.00037919852,0.0004316204,0.0011848859,0.000929257,0.001908523,0.0019081043,0.0022227585,0.014169289],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018489627,0.00007210275,0.00019008867,0.00042336542,0.00003182219,0.00029533013,0.0002486788,0.0024064397,0.006309134,0.5073876,0.25287744,0.22957316],"study_design_scores_gemma":[0.000022290691,0.000044360906,0.00039797585,0.00014101336,0.000010894772,0.0005703082,0.000055290766,0.0013466071,0.0027981477,0.22817495,0.7664119,0.00002628282],"about_ca_topic_score_codex":0.0004147842,"about_ca_topic_score_gemma":0.00079396326,"teacher_disagreement_score":0.030171705,"about_ca_system_score_codex":0.0010754822,"about_ca_system_score_gemma":0.00056250696,"threshold_uncertainty_score":0.100934386},"labels":[],"label_agreement":null},{"id":"W4233180648","doi":"10.1142/9789814343466_0010","title":"ABC Transporters","year":2011,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Computational biology; Chemistry; Biology","score_opus":0.059194495755841466,"score_gpt":0.27673837231836096,"score_spread":0.2175438765625195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233180648","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027967212,0.11323244,0.02194356,0.0062474064,0.0053383512,0.00011874921,0.0013150327,0.0011006974,0.84790695],"genre_scores_gemma":[0.0059166495,0.038646795,0.0044976673,0.001424963,0.00038846655,0.000072165036,0.00084351667,0.00013805045,0.9480717],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998354,0.0000136814415,0.00000920982,0.00003767411,0.00008683297,0.000017140694],"domain_scores_gemma":[0.99995327,0.000008305724,0.0000038372277,0.000007864197,0.000019741612,0.000006987015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017131098,0.0009823238,0.0007170495,0.00081147614,0.00052569556,0.0022692215,0.0006686313,0.0011773715,0.06208287],"category_scores_gemma":[0.00027330287,0.00034912358,0.00044312363,0.0012137601,0.00047824573,0.0019803056,0.0009437851,0.001890888,0.061421294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085925254,0.000060144394,0.00009634163,0.00076689874,0.00001932029,0.00026952173,0.00015942492,0.00031132664,0.031009555,0.12692307,0.29364803,0.5466505],"study_design_scores_gemma":[0.0000034154612,0.000009265842,0.000055002238,0.000046413763,0.000004701516,0.00018295321,0.000016855316,0.00007493028,0.0025819421,0.004542972,0.9924776,0.000004008849],"about_ca_topic_score_codex":0.00076568,"about_ca_topic_score_gemma":0.0012339678,"teacher_disagreement_score":0.06208287,"about_ca_system_score_codex":0.0008277525,"about_ca_system_score_gemma":0.0005817392,"threshold_uncertainty_score":0.20768791},"labels":[],"label_agreement":null},{"id":"W4234078590","doi":"10.1142/9789814656054_0010","title":"Exact Remainders for Asymptotic Expansions of Fractional Integrals","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Mathematical functions and polynomials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics; Applied mathematics; Mathematical analysis; Calculus (dental); Pure mathematics; Medicine","score_opus":0.16459841173678183,"score_gpt":0.34780337183730353,"score_spread":0.1832049601005217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234078590","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027558293,0.029591678,0.37648275,0.003021619,0.005604314,0.000074120486,0.0002782474,0.000937646,0.5564514],"genre_scores_gemma":[0.40398616,0.029532706,0.15690379,0.0017756252,0.0067101237,0.00026664275,0.0007109341,0.0017706164,0.39834335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993636,0.00016824139,0.00003621961,0.00005301104,0.0003257475,0.000053228465],"domain_scores_gemma":[0.99946266,0.00024121284,0.000028662784,0.00011147619,0.000119424054,0.00003650511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014070148,0.0014298196,0.00097509625,0.0021612686,0.00099692,0.0026176237,0.0011197148,0.0009680368,0.006791212],"category_scores_gemma":[0.0042672027,0.00040623217,0.00079782057,0.0013643547,0.0026840486,0.003971951,0.0015121023,0.0033878926,0.0032410442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001404075,0.000010853793,0.000022782344,0.000055879787,0.0000033949657,0.00003072528,0.00012919134,0.0008642512,0.00056532305,0.9745136,0.0042324313,0.019557659],"study_design_scores_gemma":[0.0000058625965,0.000011183995,0.000061004717,0.000047923262,0.0000052082282,0.00007473364,0.000030737738,0.0047219372,0.00046657035,0.96395034,0.030614616,0.000009972631],"about_ca_topic_score_codex":0.0010499981,"about_ca_topic_score_gemma":0.0010409615,"teacher_disagreement_score":0.006791212,"about_ca_system_score_codex":0.002165387,"about_ca_system_score_gemma":0.00071310933,"threshold_uncertainty_score":0.022718847},"labels":[],"label_agreement":null},{"id":"W4234102049","doi":"10.1142/7162","title":"Managing Customer Value","year":2009,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Customer value; Value (mathematics); Business; Computer science; Economics; Microeconomics","score_opus":0.05219039490238359,"score_gpt":0.2678787121021426,"score_spread":0.215688317199759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234102049","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030326534,0.008241512,0.01765206,0.007677429,0.0012932966,0.00007948472,0.000121476296,0.0004924508,0.9614097],"genre_scores_gemma":[0.062473632,0.012203761,0.012914429,0.0031501572,0.001205355,0.000116844014,0.00041499035,0.000295829,0.907225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993787,0.000069810456,0.000015369525,0.00006235049,0.00039328556,0.00008045463],"domain_scores_gemma":[0.99963105,0.00007553486,0.00002766002,0.00005448537,0.00014529363,0.00006603566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000583435,0.0006215122,0.00040052805,0.00087415444,0.00092735136,0.0055001033,0.0010121405,0.0014072969,0.03229801],"category_scores_gemma":[0.0014143694,0.00030558658,0.00023913037,0.0015235535,0.00083578564,0.0047136513,0.0017102862,0.0018683838,0.018672578],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022584332,0.000056700384,0.00026028304,0.00012109228,0.000011505284,0.000107427804,0.00040896368,0.0007221802,0.0013540796,0.11566833,0.34515348,0.5361133],"study_design_scores_gemma":[0.000009467547,0.00003439709,0.00070375734,0.0002143114,0.000011289944,0.0002425027,0.0004695305,0.0020409047,0.0011384794,0.08291387,0.9122032,0.000018230703],"about_ca_topic_score_codex":0.00209752,"about_ca_topic_score_gemma":0.0037716096,"teacher_disagreement_score":0.03229801,"about_ca_system_score_codex":0.0016557351,"about_ca_system_score_gemma":0.0018491098,"threshold_uncertainty_score":0.108047545},"labels":[],"label_agreement":null},{"id":"W4234260860","doi":"10.1142/9789814656054_0020","title":"Asymptotic Expansion of a Double Integral with a Curve of Stationary Points","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics; Asymptotic expansion; Mathematical analysis; Applied mathematics","score_opus":0.04515124153231412,"score_gpt":0.25994820019603754,"score_spread":0.21479695866372342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234260860","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.117801994,0.005554781,0.3512401,0.0028813893,0.0024529244,0.00010653726,0.00020014963,0.0008092412,0.51895297],"genre_scores_gemma":[0.6974032,0.0050798645,0.08046839,0.000920257,0.004265832,0.00022928328,0.00048119205,0.0012212131,0.2099307],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99949837,0.00011496169,0.000022662896,0.000081225,0.00021976979,0.00006309843],"domain_scores_gemma":[0.99915504,0.00023426785,0.000069767084,0.00009680595,0.0002767324,0.00016743342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010518668,0.0018783315,0.0013832413,0.0043312674,0.0015689818,0.0028845898,0.0018223103,0.0019255567,0.009366989],"category_scores_gemma":[0.0044247783,0.0005224329,0.0012527872,0.0019552715,0.003318686,0.0045467587,0.0022832875,0.004180733,0.0021416242],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020611387,0.000021053138,0.00005676525,0.00005111555,0.0000075766065,0.00010741028,0.00011349245,0.0010799934,0.0010050515,0.9909965,0.0016889622,0.004851534],"study_design_scores_gemma":[0.000018606746,0.000036009176,0.0002952692,0.000069814734,0.00001886209,0.0005809105,0.000094084426,0.0388166,0.0006763012,0.9491193,0.010246602,0.000027683758],"about_ca_topic_score_codex":0.0012362082,"about_ca_topic_score_gemma":0.0007406535,"teacher_disagreement_score":0.009366989,"about_ca_system_score_codex":0.002371762,"about_ca_system_score_gemma":0.0008236239,"threshold_uncertainty_score":0.03133571},"labels":[],"label_agreement":null},{"id":"W4235350121","doi":"10.1142/9789812773289_0005","title":"I/O-Optimal Algorithms for Outerplanar Graphs","year":2006,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Algorithm; Mathematics; Combinatorics","score_opus":0.02919255905220694,"score_gpt":0.25067436191850984,"score_spread":0.2214818028663029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235350121","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013050921,0.0021917117,0.9255947,0.00069336616,0.00013681148,0.00024968016,0.0007771764,0.0059434464,0.05136215],"genre_scores_gemma":[0.06279693,0.0023586664,0.91239184,0.0002768121,0.00010639781,0.0003256672,0.002499493,0.0013859903,0.017858142],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992699,0.000080991806,0.00004589437,0.00021404923,0.00024585958,0.00014331825],"domain_scores_gemma":[0.99864405,0.0006683632,0.00011109781,0.0003617371,0.0001723239,0.0000423465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039472178,0.0018674219,0.0008039591,0.0012495463,0.0008203807,0.0018281005,0.0027872836,0.0011089905,0.022945493],"category_scores_gemma":[0.002784511,0.00087230396,0.0013010008,0.002859737,0.0009535181,0.0058574253,0.0019104679,0.0023332338,0.008045356],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024003431,0.00030415697,0.0006954212,0.0011406752,0.000053432115,0.000093868446,0.00034260485,0.070988886,0.013298052,0.2077374,0.05033645,0.654769],"study_design_scores_gemma":[0.0001823593,0.00012848205,0.0007189791,0.0001730718,0.00006196642,0.00036152158,0.000188879,0.35571682,0.016578102,0.54124737,0.0845965,0.00004590204],"about_ca_topic_score_codex":0.0028318982,"about_ca_topic_score_gemma":0.0036292938,"teacher_disagreement_score":0.022945493,"about_ca_system_score_codex":0.0021231722,"about_ca_system_score_gemma":0.0013419982,"threshold_uncertainty_score":0.07676035},"labels":[],"label_agreement":null},{"id":"W4236676280","doi":"10.1142/9789814405461_0005","title":"Arbitrage and Risk Arbitrage in Team Jai Alai","year":2012,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Arbitrage; Risk arbitrage; Financial economics; Economics; Arbitrage pricing theory; Capital asset pricing model","score_opus":0.014147739576864079,"score_gpt":0.19868997336005922,"score_spread":0.18454223378319515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236676280","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3785114,0.0040313564,0.17365411,0.003841281,0.0004991093,0.00019117793,0.00011793393,0.00018477032,0.43896896],"genre_scores_gemma":[0.9066643,0.0005538744,0.021267459,0.0001620035,0.000115139606,0.00006300177,0.00006164002,0.0000505223,0.07106204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99928373,0.00019243572,0.00003492933,0.00008246979,0.00025948774,0.00014707384],"domain_scores_gemma":[0.9994011,0.0002658489,0.00008068041,0.00005348081,0.00009771383,0.000101240505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011100871,0.0005320444,0.00051158475,0.00065457623,0.0012027365,0.0021395995,0.00079767156,0.0010875061,0.013421144],"category_scores_gemma":[0.0022524174,0.00022169207,0.0005087364,0.0004747271,0.0008693409,0.001450242,0.0014778045,0.0012913734,0.0009992551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029271372,0.00026327773,0.006488096,0.000118066106,0.00007853027,0.0010272706,0.0027138195,0.041741572,0.006026393,0.7305447,0.015707416,0.1949981],"study_design_scores_gemma":[0.00006983016,0.0005251511,0.007148481,0.00016896876,0.00005413679,0.0015234973,0.0015318308,0.32688245,0.00328227,0.5906171,0.06809509,0.0001011559],"about_ca_topic_score_codex":0.0010741706,"about_ca_topic_score_gemma":0.0011436527,"teacher_disagreement_score":0.013421144,"about_ca_system_score_codex":0.0005770082,"about_ca_system_score_gemma":0.00038978126,"threshold_uncertainty_score":0.044898212},"labels":[],"label_agreement":null},{"id":"W4236713235","doi":"10.1142/9789814656054_0003","title":"Linear Equations in Infinite Matrices","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics; Applied mathematics; Mathematical analysis","score_opus":0.05452539813702259,"score_gpt":0.273197193182593,"score_spread":0.2186717950455704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236713235","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008186901,0.018728428,0.39813393,0.004952348,0.00404952,0.000044955137,0.00052687334,0.0007113174,0.5646657],"genre_scores_gemma":[0.12101959,0.026756568,0.09238139,0.0018469723,0.0051848176,0.00021852982,0.0011677188,0.0010455709,0.75037885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996629,0.000076460405,0.000017386235,0.000040519073,0.00017994632,0.000022849697],"domain_scores_gemma":[0.9997259,0.00013647192,0.000019631247,0.000035081423,0.00006514471,0.00001772612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034951876,0.0013176699,0.0006939552,0.0009118784,0.0005135373,0.0016795509,0.0006920245,0.00072091055,0.019571193],"category_scores_gemma":[0.0013279414,0.0004915496,0.00058319286,0.0014980214,0.0014436494,0.0023747864,0.0012016515,0.0025353911,0.007356934],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005355578,0.000017540664,0.000035177396,0.00012348469,0.000008945354,0.00002992008,0.00014476184,0.004408413,0.00071665214,0.9095012,0.03898977,0.046018712],"study_design_scores_gemma":[0.000008438506,0.0000114177865,0.00008081092,0.00008761826,0.0000069462117,0.00007581716,0.000044524557,0.013906962,0.0007006794,0.86235535,0.12270522,0.000016193379],"about_ca_topic_score_codex":0.0011120802,"about_ca_topic_score_gemma":0.0013517097,"teacher_disagreement_score":0.019571193,"about_ca_system_score_codex":0.000826301,"about_ca_system_score_gemma":0.0007076596,"threshold_uncertainty_score":0.065472126},"labels":[],"label_agreement":null},{"id":"W4236925234","doi":"10.1142/9789812837066_0004","title":"Educational Games","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Computer science; Mathematics education","score_opus":0.03434053246439976,"score_gpt":0.31313850888317357,"score_spread":0.2787979764187738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236925234","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010224853,0.002042292,0.008801473,0.0014020947,0.000764804,0.000120212804,0.00061230024,0.0009499922,0.9842844],"genre_scores_gemma":[0.010089988,0.0024770724,0.0039074873,0.0006552635,0.00014692722,0.000115782605,0.0010884651,0.00015646347,0.9813626],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997143,0.000040870687,0.000014444544,0.000038430684,0.00014371438,0.000048180817],"domain_scores_gemma":[0.999813,0.000029584357,0.000007105814,0.000023739076,0.000069459,0.000056991306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020871148,0.0012530766,0.00048409426,0.0010536431,0.0007918016,0.003166146,0.0010687354,0.0010053464,0.2864694],"category_scores_gemma":[0.0008486976,0.00024838516,0.00040379958,0.00080169045,0.0003966886,0.002155975,0.0022387614,0.0011302943,0.10482638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043082666,0.00016324515,0.0001620531,0.00022022099,0.000006220501,0.00006252347,0.00019715825,0.00081056193,0.0005108388,0.1130484,0.5099214,0.37485445],"study_design_scores_gemma":[0.000009847539,0.000015921543,0.0002575048,0.00012810616,0.000002792255,0.00005355263,0.000077080345,0.0003672654,0.00023719606,0.016028747,0.9828182,0.0000038450594],"about_ca_topic_score_codex":0.0031646339,"about_ca_topic_score_gemma":0.0068311333,"teacher_disagreement_score":0.2864694,"about_ca_system_score_codex":0.001296284,"about_ca_system_score_gemma":0.001093206,"threshold_uncertainty_score":0.95833564},"labels":[],"label_agreement":null},{"id":"W4237022606","doi":"10.1142/8155","title":"The Finite Element Method","year":2011,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Finite element method; Computer science; Mathematics; Structural engineering; Engineering","score_opus":0.03158823826372768,"score_gpt":0.2669250257637975,"score_spread":0.2353367875000698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237022606","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00051127025,0.01654219,0.842038,0.0009005795,0.001999464,0.00011818272,0.000388058,0.0016891995,0.13581309],"genre_scores_gemma":[0.028159248,0.01971978,0.69412905,0.0011717946,0.0012050368,0.0004896118,0.0013883506,0.0012971871,0.25243995],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890256,0.00019350734,0.000058067537,0.00016710417,0.00062959804,0.00004916856],"domain_scores_gemma":[0.9994666,0.00019822396,0.000022426517,0.00011827015,0.00017017506,0.000024415085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009867634,0.0014550851,0.0015984869,0.0022009162,0.00067584286,0.0026441102,0.0018484426,0.0017482335,0.031348806],"category_scores_gemma":[0.0017189664,0.00091341836,0.0014007951,0.001654673,0.0015795864,0.002053986,0.0017754455,0.003733341,0.021622863],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032705495,0.000044870965,0.00019637244,0.0004479591,0.000048682454,0.00010074539,0.00014441767,0.018509312,0.00394055,0.30651638,0.08907423,0.5809439],"study_design_scores_gemma":[0.000019202114,0.000032504857,0.0002568918,0.00029434907,0.000031330677,0.00044011066,0.000046204976,0.04631283,0.0025727786,0.10252125,0.84742147,0.00005111284],"about_ca_topic_score_codex":0.0014366277,"about_ca_topic_score_gemma":0.0013614789,"teacher_disagreement_score":0.031348806,"about_ca_system_score_codex":0.00072124,"about_ca_system_score_gemma":0.0013694123,"threshold_uncertainty_score":0.10487217},"labels":[],"label_agreement":null},{"id":"W4237372292","doi":"10.1142/9789813140516_0002","title":"Aging and Long-Term Care","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics; Canadian Institute for Health Information","funders":"","keywords":"Term (time); Long-term care; Medicine; Nursing; Physics","score_opus":0.04613575614988186,"score_gpt":0.35712768827761665,"score_spread":0.3109919321277348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237372292","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015158601,0.47331548,0.0006649765,0.02185733,0.0075213006,0.00001871816,0.0000831024,0.000036645404,0.49498653],"genre_scores_gemma":[0.021265138,0.32822305,0.0014433988,0.01730167,0.007557005,0.00007618624,0.00015742575,0.000044923705,0.6239312],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998221,0.000046169633,0.000010045792,0.000016912622,0.00007652788,0.000028354123],"domain_scores_gemma":[0.99979335,0.0000829984,0.000017632341,0.000011192277,0.00004197695,0.00005289049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047613334,0.0004280358,0.00031165106,0.0007981342,0.0013266242,0.002784323,0.000422879,0.0014785982,0.025729649],"category_scores_gemma":[0.00096647104,0.00012607577,0.00020152076,0.0012665016,0.0014042665,0.0022247944,0.0010805118,0.002257931,0.005128607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019005227,0.00009426002,0.00052885344,0.000356744,0.000006812693,0.00012499696,0.00339707,0.00011470651,0.00017118396,0.16479826,0.48781946,0.34256867],"study_design_scores_gemma":[0.0000028233,0.0000108408,0.000659136,0.0005094111,0.0000027877213,0.00009187372,0.0006211845,0.00002611436,0.00001228105,0.020607442,0.97745204,0.0000039806146],"about_ca_topic_score_codex":0.0075429315,"about_ca_topic_score_gemma":0.027319267,"teacher_disagreement_score":0.025729649,"about_ca_system_score_codex":0.0015100525,"about_ca_system_score_gemma":0.0031002718,"threshold_uncertainty_score":0.08607429},"labels":[],"label_agreement":null},{"id":"W4237567505","doi":"10.1142/9789813232266_0003","title":"ROBOT-ASSISTED CORONARY AND MITRAL VALVE SURGERY","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Mitral valve; Cardiology; Internal medicine","score_opus":0.07790480246254322,"score_gpt":0.2845160703897916,"score_spread":0.20661126792724838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237567505","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014466704,0.059400454,0.050527,0.0018172277,0.0069111204,0.000058726037,0.00023551022,0.00077758037,0.87882566],"genre_scores_gemma":[0.0076035555,0.032153767,0.01680469,0.0008008014,0.0013479094,0.000057336238,0.00033497048,0.00020282537,0.9406943],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998616,0.000019182495,0.0000053496906,0.000018456933,0.0000855962,0.000009793873],"domain_scores_gemma":[0.99990046,0.000043809276,0.000005024039,0.000010438085,0.000023914148,0.000016269803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022626539,0.0007317858,0.0003804512,0.0006524837,0.00034647188,0.0011554664,0.0007405663,0.00092625467,0.04869214],"category_scores_gemma":[0.00047337962,0.00021755377,0.0003411464,0.0005096197,0.0004216048,0.0014674802,0.0011619449,0.0012316158,0.018101161],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025495869,0.00005807242,0.00006756174,0.0004883708,0.000009033033,0.00014480708,0.00013721806,0.0029715928,0.0022194365,0.057079997,0.23140942,0.705389],"study_design_scores_gemma":[0.0000037127606,0.00001928148,0.00015295477,0.00021629655,0.0000031119741,0.0003688482,0.000029388495,0.0011206692,0.00048758983,0.013397756,0.9841912,0.000009170436],"about_ca_topic_score_codex":0.0004666808,"about_ca_topic_score_gemma":0.0013653426,"teacher_disagreement_score":0.04869214,"about_ca_system_score_codex":0.00039380565,"about_ca_system_score_gemma":0.0005416581,"threshold_uncertainty_score":0.16289145},"labels":[],"label_agreement":null},{"id":"W4237797755","doi":"10.1142/9789814656054_0007","title":"Explicit Error Terms for Asymptotic Expansions of Stieltjes Transforms","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Spectral Theory in Mathematical Physics","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Riemann–Stieltjes integral; Mathematics; Calculus (dental); Applied mathematics; Mathematical analysis; Medicine; Integral equation; Orthodontics","score_opus":0.1876169885416587,"score_gpt":0.36145372888612465,"score_spread":0.17383674034446595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237797755","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033520035,0.01710426,0.6612859,0.0025789016,0.004458733,0.00006253027,0.0002460168,0.0009852918,0.27975827],"genre_scores_gemma":[0.44355842,0.017376926,0.21492496,0.0012211491,0.0058079525,0.00027688115,0.0006654289,0.0028582318,0.3133101],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99887294,0.0003385917,0.00008258028,0.00009126918,0.0005441262,0.000070408816],"domain_scores_gemma":[0.9983375,0.00092788046,0.0000916582,0.00022285192,0.00033858727,0.00008150756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021276656,0.002115171,0.0011937271,0.002823307,0.0009061823,0.0031495749,0.0016439517,0.0020610383,0.0080655385],"category_scores_gemma":[0.007599181,0.0007640677,0.0010615754,0.0020635624,0.0034641495,0.0051552095,0.0020094593,0.005275858,0.0039074896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001295944,0.000017657696,0.000023864808,0.000065211,0.0000049557307,0.0000368237,0.00011975999,0.0015800928,0.0007599867,0.9844654,0.0021785053,0.010734859],"study_design_scores_gemma":[0.0000064727806,0.0000112885355,0.000070515955,0.000057477202,0.000006572455,0.00007449375,0.000031029696,0.021559948,0.0006597499,0.9677793,0.00972582,0.000017376824],"about_ca_topic_score_codex":0.0009172964,"about_ca_topic_score_gemma":0.0009778324,"teacher_disagreement_score":0.0080655385,"about_ca_system_score_codex":0.0017816214,"about_ca_system_score_gemma":0.0006622492,"threshold_uncertainty_score":0.02698195},"labels":[],"label_agreement":null},{"id":"W4239192980","doi":"10.1142/7633","title":"Valuation of Equity Securities","year":2010,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Equity (law); Valuation (finance); Business; Hybrid security; Financial economics; Economics; Financial system; Accounting; Private placement; Investment banking; Political science; Law","score_opus":0.12739890971124013,"score_gpt":0.3357030482368384,"score_spread":0.20830413852559826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239192980","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013348066,0.025263531,0.099408664,0.0021269575,0.0006582173,0.000079137855,0.00041035473,0.00035781844,0.85834724],"genre_scores_gemma":[0.40314934,0.03788803,0.05084244,0.0002978637,0.0016648491,0.00009215145,0.0012841483,0.00017411206,0.5046071],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947864,0.00007413071,0.00001680759,0.000041173003,0.0003667268,0.000022491235],"domain_scores_gemma":[0.99959534,0.0001581955,0.000031563817,0.00008977514,0.00009546531,0.000029658473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006944031,0.00061851385,0.00034608052,0.0010498696,0.00023276627,0.0026331826,0.00061549037,0.0005457896,0.011365218],"category_scores_gemma":[0.0022509175,0.00019902784,0.00027182268,0.0009123816,0.00089391106,0.0024929421,0.0006309773,0.00091456965,0.0030149322],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048961625,0.000049715207,0.0005601886,0.00012955396,0.00001793857,0.00008985733,0.00010751396,0.007773916,0.00417405,0.5830163,0.04899246,0.3550396],"study_design_scores_gemma":[0.000012691898,0.00006419553,0.0020194896,0.00021226051,0.000015683614,0.0004160364,0.00007789417,0.021689162,0.0040648207,0.6504859,0.3209216,0.000020218695],"about_ca_topic_score_codex":0.0007116934,"about_ca_topic_score_gemma":0.00080432615,"teacher_disagreement_score":0.011365218,"about_ca_system_score_codex":0.0010098558,"about_ca_system_score_gemma":0.0006812175,"threshold_uncertainty_score":0.038020372},"labels":[],"label_agreement":null},{"id":"W4239337232","doi":"10.1142/7639","title":"Wavefronts and Rays as Characteristics and Asymptotics","year":2011,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Wavefront; Physics; Optics; Mathematics","score_opus":0.022573476390355188,"score_gpt":0.2465810621076391,"score_spread":0.2240075857172839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239337232","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026127707,0.03842254,0.44935334,0.0016704581,0.0016786603,0.00005867543,0.00027293232,0.0010821513,0.4813336],"genre_scores_gemma":[0.30441132,0.048129357,0.12663914,0.0006688705,0.002441891,0.00020592123,0.00059728796,0.001284605,0.51562154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997429,0.000038416176,0.000013339961,0.000039410726,0.00014786008,0.000017963295],"domain_scores_gemma":[0.9995734,0.00019682174,0.000033865712,0.000053540607,0.00011355938,0.000028825674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003271517,0.0008636486,0.0006576423,0.0022201608,0.00040759158,0.003245001,0.00078069285,0.000659542,0.008005539],"category_scores_gemma":[0.001577076,0.00051073404,0.00041943052,0.0022502954,0.0018352949,0.0040527345,0.00084495597,0.0019727787,0.0025747996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013777146,0.000008198357,0.0000800524,0.000087459906,0.000004274829,0.000031371277,0.0002245172,0.0024974647,0.0018975592,0.90721303,0.009838964,0.07810323],"study_design_scores_gemma":[0.000008906627,0.000026434727,0.00029781228,0.000060380222,0.000010915916,0.00029263686,0.00015612584,0.019023497,0.0014119915,0.8528192,0.12586866,0.000023445435],"about_ca_topic_score_codex":0.0007711117,"about_ca_topic_score_gemma":0.00052200735,"teacher_disagreement_score":0.008005539,"about_ca_system_score_codex":0.000714385,"about_ca_system_score_gemma":0.00047971864,"threshold_uncertainty_score":0.026781142},"labels":[],"label_agreement":null},{"id":"W4240047548","doi":"10.1142/9789813208162_0008","title":"Farming for Walmart: The Politics of Corporate Control and Responsibility in the Global South","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; International Development Research Centre","keywords":"Politics; Agriculture; Control (management); Political science; Geography; Business; Economics; Management; Law; Archaeology","score_opus":0.0359544686126038,"score_gpt":0.22057281640526435,"score_spread":0.18461834779266056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240047548","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028192632,0.02903098,0.0011307352,0.08801062,0.0012597238,0.000015021242,0.00002088574,0.000032366643,0.85230696],"genre_scores_gemma":[0.5357113,0.016170064,0.00069066044,0.013384589,0.00089209795,0.00003556449,0.000031668424,0.00010609328,0.43297806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.999666,0.00009737967,0.0000047225435,0.00005244094,0.00010096588,0.00007850891],"domain_scores_gemma":[0.999788,0.00009350178,0.000020227177,0.000017741902,0.000027429292,0.000053083848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076600106,0.00043476914,0.00018987141,0.00045733014,0.004332261,0.0074714557,0.0004639989,0.0022314803,0.0071097123],"category_scores_gemma":[0.0007952823,0.0002025398,0.0001433789,0.0011406624,0.0078848675,0.0044035777,0.0023722202,0.003770171,0.0006360909],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010213491,0.000016018888,0.00027748177,0.000033007964,0.0000033094975,0.000101069796,0.017324802,0.00019162675,0.0002503979,0.9123568,0.046185404,0.023249917],"study_design_scores_gemma":[0.000005881678,0.000010298252,0.0018461706,0.0001962998,0.0000047329263,0.00006649143,0.012855892,0.00022972941,0.00020327195,0.28787184,0.6966988,0.000010606818],"about_ca_topic_score_codex":0.014121306,"about_ca_topic_score_gemma":0.034126215,"teacher_disagreement_score":0.014121306,"about_ca_system_score_codex":0.005940368,"about_ca_system_score_gemma":0.00621897,"threshold_uncertainty_score":0.043100536},"labels":[],"label_agreement":null},{"id":"W4240264116","doi":"10.1142/9789813204027_0018","title":"Tsunami-Induced Forces on Structures","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geology; Forensic engineering; Computer science; Engineering","score_opus":0.023219483863690705,"score_gpt":0.229866905427084,"score_spread":0.20664742156339327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240264116","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073266965,0.023332607,0.011099689,0.0011820466,0.0018771786,0.000019977753,0.00015139708,0.00008711872,0.95492333],"genre_scores_gemma":[0.06396948,0.04415731,0.002437781,0.00039015358,0.0015139141,0.000034034714,0.0002107778,0.00014064884,0.88714594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992585,0.000008831364,0.0000022318816,0.000007842457,0.00004629581,0.000008910641],"domain_scores_gemma":[0.99996173,0.000015042462,0.0000024518001,0.000005546731,0.000012288112,0.0000028762672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000069685324,0.0007877965,0.00028374753,0.00056895916,0.00046166903,0.0011744743,0.0005451275,0.00061113,0.02114661],"category_scores_gemma":[0.00022709445,0.0002534387,0.00025615317,0.00075313816,0.00091140845,0.0007922348,0.0007568579,0.0010757477,0.0033360906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032373628,0.00005741502,0.00020761183,0.0004927732,0.00002454279,0.0002866601,0.0007035045,0.01900564,0.0067371107,0.6768513,0.10252505,0.19307604],"study_design_scores_gemma":[0.000010786013,0.000032809683,0.0014911864,0.00025126868,0.000014463608,0.00022319224,0.00026303853,0.0050023617,0.0023816596,0.3177551,0.67255723,0.00001692156],"about_ca_topic_score_codex":0.0020330322,"about_ca_topic_score_gemma":0.0034570717,"teacher_disagreement_score":0.02114661,"about_ca_system_score_codex":0.0006708829,"about_ca_system_score_gemma":0.0004906773,"threshold_uncertainty_score":0.07074249},"labels":[],"label_agreement":null},{"id":"W4240346410","doi":"10.1142/9789813202788_0006","title":"EXISTENCES","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology","score_opus":0.05310285918174824,"score_gpt":0.25969256233187626,"score_spread":0.20658970315012803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240346410","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048124904,0.00096023805,0.0013806537,0.0011504514,0.0004333834,0.0000099086765,0.000068201916,0.00006156725,0.99545443],"genre_scores_gemma":[0.028436093,0.0019639516,0.0013560954,0.00083378557,0.00046620567,0.000050714003,0.00028402073,0.00021450012,0.96639466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925965,0.0001832651,0.000027804539,0.00017913352,0.00023317071,0.000117011805],"domain_scores_gemma":[0.99947935,0.00013193641,0.000030118643,0.00012627915,0.00013932631,0.00009302977],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008153687,0.00072654884,0.00046337946,0.0015810046,0.0039913417,0.0064817537,0.0009645954,0.0013845849,0.14893718],"category_scores_gemma":[0.0021160499,0.0004024016,0.000477536,0.0011967557,0.006774081,0.008816903,0.0049832556,0.0035403532,0.052886885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013491946,0.000009402142,0.00008102614,0.00004969916,0.000001907514,0.00003597983,0.0019592207,0.000030729985,0.00010923898,0.87555796,0.0871001,0.035051208],"study_design_scores_gemma":[0.000001942158,0.000004282156,0.00009847382,0.00008497138,0.0000020646933,0.00006420519,0.00065126835,0.000023911254,0.00004904554,0.07125183,0.92776376,0.000004156302],"about_ca_topic_score_codex":0.0027514307,"about_ca_topic_score_gemma":0.0042700665,"teacher_disagreement_score":0.85106283,"about_ca_system_score_codex":0.0023152428,"about_ca_system_score_gemma":0.0017598306,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4240965674","doi":"10.1142/10422","title":"Expect the Unexpected","year":2017,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"History","score_opus":0.1261919542632117,"score_gpt":0.38056787037674444,"score_spread":0.2543759161135327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240965674","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012937016,0.0066427896,0.002935591,0.17355683,0.029524663,0.000035299814,0.00018465889,0.00037992577,0.7854466],"genre_scores_gemma":[0.02220509,0.0040362007,0.0011395956,0.085115075,0.0074106264,0.000060564547,0.00017588759,0.00058199244,0.879275],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985031,0.00037862462,0.000030918727,0.00022070829,0.0005802674,0.00028635006],"domain_scores_gemma":[0.9979213,0.00047025934,0.00008451262,0.00027669634,0.00059759343,0.00064977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022836407,0.0008069948,0.00046260536,0.0007425903,0.004889471,0.010633135,0.0010448885,0.0042266417,0.08168274],"category_scores_gemma":[0.007897672,0.00035667757,0.0005782962,0.00053883315,0.0063533513,0.014974759,0.0064028264,0.0129304305,0.046981987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000133847225,0.000015932297,0.000100961384,0.000032055348,0.000004278308,0.00007002213,0.00062739936,0.00005444672,0.00009339146,0.19741885,0.7865777,0.014991615],"study_design_scores_gemma":[0.0000032956555,0.0000053181398,0.00005805445,0.000050814546,0.0000012472458,0.000054436045,0.00066690583,0.00004668104,0.000039768798,0.04574202,0.9533256,0.00000583481],"about_ca_topic_score_codex":0.0031417247,"about_ca_topic_score_gemma":0.0072540944,"teacher_disagreement_score":0.08168274,"about_ca_system_score_codex":0.0028072083,"about_ca_system_score_gemma":0.0034608226,"threshold_uncertainty_score":0.273256},"labels":[],"label_agreement":null},{"id":"W4241150079","doi":"10.1142/7622","title":"Chinese Community Leadership","year":2010,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Political science; Sociology","score_opus":0.11840310267652752,"score_gpt":0.35566145883256417,"score_spread":0.23725835615603663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241150079","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008192847,0.0023556985,0.00053486903,0.006581399,0.0017085182,0.0001007808,0.000089957524,0.00010790683,0.9803279],"genre_scores_gemma":[0.03658102,0.0010029032,0.00026832084,0.000928338,0.0002185877,0.00006821231,0.00007868737,0.00003360079,0.9608203],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999658,0.00004131193,0.000008035276,0.000048106573,0.00009797842,0.00014660046],"domain_scores_gemma":[0.99983585,0.00001105727,0.000006345879,0.000012693435,0.000045463003,0.000088621164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037905324,0.0008049825,0.00029001982,0.00091676693,0.0063717077,0.0023553441,0.00050930725,0.00062587345,0.07434526],"category_scores_gemma":[0.00048630868,0.00020767943,0.00022675499,0.0014015163,0.0010879932,0.0014244913,0.0016956418,0.0012787861,0.013301551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027121838,0.000060925864,0.0011607308,0.00013121188,0.00000606842,0.00028953285,0.0066386787,0.00010870328,0.00037099898,0.15669113,0.68536156,0.14915341],"study_design_scores_gemma":[0.000008818299,0.000019228597,0.001581402,0.00004013784,0.0000035716446,0.000048124453,0.001772646,0.00009893225,0.000087007844,0.004863938,0.99147063,0.0000054828574],"about_ca_topic_score_codex":0.01999104,"about_ca_topic_score_gemma":0.06937173,"teacher_disagreement_score":0.07434526,"about_ca_system_score_codex":0.002641104,"about_ca_system_score_gemma":0.005717861,"threshold_uncertainty_score":0.24870968},"labels":[],"label_agreement":null},{"id":"W4241718232","doi":"10.1142/9789812567222_0007","title":"RESISTANCE TO ENVIRONMENTAL STRESS IN DROSOPHILA MELANOGASTER SELECTED FOR POSTPONED SENESCENCE","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":270,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Drosophila melanogaster; Senescence; Resistance (ecology); Drosophila (subgenus); Biology; Environmental stress; Genetics; Ecology","score_opus":0.010242751259407294,"score_gpt":0.20973230774051735,"score_spread":0.19948955648111005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241718232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972205,0.00087786233,0.00028953137,0.00006793011,0.000018524323,0.000009893027,0.00030268778,0.000028945804,0.0011840812],"genre_scores_gemma":[0.9922923,0.0007298232,0.0004792308,0.0001370825,0.000013453953,0.000027610171,0.0007463699,0.000037072386,0.005537024],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999915,0.000013891149,0.0000098495575,0.000023804389,0.000019364463,0.000018061199],"domain_scores_gemma":[0.99986315,0.000031230105,0.000033715958,0.000017697574,0.000015042284,0.00003919405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117102885,0.00032210437,0.00033481154,0.00041951035,0.00015764537,0.00028599307,0.0003110476,0.00035560265,0.0011594893],"category_scores_gemma":[0.00015107491,0.0001471976,0.0002940533,0.00020151808,0.0001946514,0.00016071736,0.00019486106,0.0004917556,0.0002484792],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021428068,0.00002369708,0.00089755765,0.000024489747,0.000012899272,0.00013335998,0.000035050285,0.000062342224,0.99678683,0.00014539374,0.000096380885,0.0015676705],"study_design_scores_gemma":[0.00028920875,0.0022621492,0.28787452,0.000058743044,0.00024762427,0.004407403,0.0005764502,0.0031892844,0.6859165,0.0008107534,0.014262144,0.00010522475],"about_ca_topic_score_codex":0.0010472324,"about_ca_topic_score_gemma":0.0013670652,"teacher_disagreement_score":0.0011594893,"about_ca_system_score_codex":0.0003754853,"about_ca_system_score_gemma":0.00011652289,"threshold_uncertainty_score":0.0038788915},"labels":[],"label_agreement":null},{"id":"W4241900407","doi":"10.1142/9789813232266_0002","title":"A CLINICAL PERSPECTIVE ON THE APPLICATION OF SURGICAL ROBOTICS FOR RADICAL PROSTATECTOMY","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Prostatectomy; Perspective (graphical); Robotics; Surgical robot; Artificial intelligence; Medicine; General surgery; Urology; Computer science; Robot; Prostate; Internal medicine","score_opus":0.05416062950745355,"score_gpt":0.35091797102971195,"score_spread":0.2967573415222584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241900407","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009335663,0.5932409,0.008844971,0.04840981,0.016744353,0.000040303206,0.00010628003,0.00020036969,0.3314795],"genre_scores_gemma":[0.018790627,0.6194197,0.015718967,0.045542218,0.02933535,0.00011610197,0.00016300804,0.00017797286,0.2707361],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956685,0.00016080769,0.000021014832,0.00004695229,0.00017061873,0.00003376281],"domain_scores_gemma":[0.99935263,0.0004463358,0.000033563938,0.00002180212,0.00009245938,0.00005322951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012452601,0.00087916845,0.0004767433,0.0012501951,0.00058579614,0.0025293266,0.0009792397,0.0026977486,0.021507485],"category_scores_gemma":[0.0016664863,0.00023420056,0.00047424337,0.0006900905,0.0019453345,0.0028537295,0.0012741855,0.0038626331,0.0072774794],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006314709,0.00008384144,0.00015500287,0.001048504,0.0000148568715,0.0006925797,0.00041943134,0.00097321736,0.0010938025,0.16487168,0.35044357,0.48014042],"study_design_scores_gemma":[0.0000063224916,0.000057426158,0.00017309508,0.00060933013,0.000004586224,0.0015313043,0.00007511657,0.00013851094,0.0001276345,0.017788192,0.97947526,0.000013265542],"about_ca_topic_score_codex":0.0008048341,"about_ca_topic_score_gemma":0.0024642926,"teacher_disagreement_score":0.021507485,"about_ca_system_score_codex":0.0009271827,"about_ca_system_score_gemma":0.001342048,"threshold_uncertainty_score":0.07194966},"labels":[],"label_agreement":null},{"id":"W4242726236","doi":"10.1142/7001","title":"The Light/Dark Universe","year":2008,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Physics; Astronomy; Dark energy; Universe; Astrophysics; Dark matter; Cosmology","score_opus":0.009943344123985539,"score_gpt":0.19868578045135216,"score_spread":0.18874243632736662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242726236","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000499897,0.02373002,0.0011929101,0.0065713734,0.0032336828,0.000014696728,0.0000438004,0.000057765057,0.9646559],"genre_scores_gemma":[0.022261474,0.014281986,0.0016480571,0.007171424,0.0028660088,0.00004500071,0.00007835228,0.00013920886,0.95150846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99977845,0.0000623878,0.000005459777,0.000039958133,0.00008551833,0.000028202217],"domain_scores_gemma":[0.99984753,0.000042327643,0.000009159382,0.000026173726,0.000031875374,0.00004290049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042033472,0.0007475979,0.00038127974,0.0006487351,0.0019667998,0.004667745,0.0006158899,0.0014364073,0.02356761],"category_scores_gemma":[0.0007739161,0.0002471174,0.0002079854,0.0006939926,0.004928061,0.005195765,0.0021764932,0.0037188986,0.008317583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007837777,0.000009175173,0.00004051679,0.00004576457,0.000001948123,0.000029154635,0.00075316103,0.000035330748,0.00011807616,0.7509346,0.21866691,0.029357517],"study_design_scores_gemma":[0.0000017788127,0.000002598426,0.00006926219,0.000042282154,9.755887e-7,0.000035303372,0.00020440923,0.000027811095,0.000031850563,0.09307874,0.90650284,0.0000020691223],"about_ca_topic_score_codex":0.0037380473,"about_ca_topic_score_gemma":0.0071840812,"teacher_disagreement_score":0.02356761,"about_ca_system_score_codex":0.0021438592,"about_ca_system_score_gemma":0.0018663256,"threshold_uncertainty_score":0.07884151},"labels":[],"label_agreement":null},{"id":"W4242860531","doi":"10.1142/9789812567222_0023","title":"MULTIPLE GENETIC MECHANISMS FOR THE EVOLUTION OF SENESCENCE IN <i>DROSOPHILA MELANOGASTER</i>","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Light effects on plants","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Drosophila melanogaster; Senescence; Drosophila (subgenus); Biology; Evolutionary biology; Genetics; Gene","score_opus":0.018626036226206552,"score_gpt":0.19583707158300534,"score_spread":0.17721103535679877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242860531","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21516718,0.2865072,0.11120261,0.015806602,0.0032941462,0.00010257693,0.0006462921,0.0011108461,0.3661626],"genre_scores_gemma":[0.5721883,0.1282719,0.054003008,0.0038692125,0.0010744293,0.0001710369,0.0009185489,0.00035251275,0.23915094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999418,0.0000063406346,0.000004037901,0.000020966192,0.00001830426,0.000008488122],"domain_scores_gemma":[0.9999397,0.00002310622,0.000010593316,0.000008109669,0.000009113479,0.000009473066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001610438,0.0005385243,0.00022761385,0.00042816825,0.00038947404,0.0008235015,0.0006831462,0.0007854466,0.0021840774],"category_scores_gemma":[0.00012876354,0.00029006903,0.0005587331,0.0002640432,0.0008727608,0.00097254716,0.00039109756,0.0013447265,0.0007317216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019655352,0.000057192694,0.0012028547,0.0006811114,0.00006514863,0.0012388019,0.0010913934,0.002942526,0.48859417,0.31090295,0.015151624,0.17787564],"study_design_scores_gemma":[0.00009155749,0.00030786684,0.015379997,0.00047530216,0.00016551037,0.0048822234,0.00046929877,0.004301354,0.18874909,0.16250157,0.6225414,0.00013478873],"about_ca_topic_score_codex":0.00081471785,"about_ca_topic_score_gemma":0.0016499237,"teacher_disagreement_score":0.0021840774,"about_ca_system_score_codex":0.00081588863,"about_ca_system_score_gemma":0.00029905187,"threshold_uncertainty_score":0.007306397},"labels":[],"label_agreement":null},{"id":"W4243205005","doi":"10.1142/9789813220713_0003","title":"China’s Trade Performance and Deepening International Engagement — Evaluating Post-Crisis Options to Maintain Growth","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"China; International economics; International trade; Economics; Political science; Law","score_opus":0.09524992625762231,"score_gpt":0.26048569361817875,"score_spread":0.16523576736055645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243205005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9055688,0.001995812,0.0006413949,0.002431676,0.00013054907,0.000025524763,0.0007538942,0.000026034799,0.08842635],"genre_scores_gemma":[0.99200904,0.00064089964,0.00021142278,0.000101624864,0.000036122565,0.000011590653,0.00037542745,0.000008873126,0.0066049495],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998098,0.00003395856,0.000006876792,0.000021886959,0.00006368427,0.000063801715],"domain_scores_gemma":[0.9994678,0.00008570736,0.00011739893,0.000024701261,0.000116446005,0.00018803982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060957304,0.0003008767,0.000153645,0.0006137064,0.0005328183,0.0018734167,0.00030834542,0.00044701874,0.003547351],"category_scores_gemma":[0.0012423717,0.00006156248,0.00017744456,0.0015173663,0.0007846525,0.0012298943,0.00067088066,0.0005682349,0.00032392005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095674186,0.00032607987,0.4969312,0.00033556626,0.00019591502,0.00081875134,0.004540166,0.017454838,0.004107595,0.102411754,0.054396193,0.31752527],"study_design_scores_gemma":[0.000043569817,0.000619844,0.8796589,0.00018829746,0.00009817954,0.00010358667,0.0072409254,0.02447525,0.0029111481,0.024442697,0.06013106,0.00008665033],"about_ca_topic_score_codex":0.03475285,"about_ca_topic_score_gemma":0.06824254,"teacher_disagreement_score":0.03475285,"about_ca_system_score_codex":0.002322662,"about_ca_system_score_gemma":0.0025578702,"threshold_uncertainty_score":0.069101095},"labels":[],"label_agreement":null},{"id":"W4243294424","doi":"10.1142/11678","title":"Economics of G20","year":2020,"lang":"pt","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"International Development and Aid","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Economics","score_opus":0.0544199716655326,"score_gpt":0.27746787225959313,"score_spread":0.22304790059406054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243294424","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055399192,0.0023978828,0.0015844125,0.011127358,0.0002268377,0.000024644554,0.00009317279,0.000035268247,0.97897047],"genre_scores_gemma":[0.4407394,0.006929741,0.0014144506,0.019090865,0.0010501465,0.0001726221,0.0002117021,0.00017555467,0.5302155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998823,0.0003328917,0.000014880592,0.00014227715,0.00039988745,0.0002871644],"domain_scores_gemma":[0.9991491,0.00031874608,0.00007110389,0.00009970795,0.00018859345,0.0001727463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011556939,0.00041028747,0.0002241448,0.0014145384,0.00216733,0.005935341,0.0005896094,0.003536881,0.036947656],"category_scores_gemma":[0.0044076582,0.00020271694,0.0003368773,0.0012541369,0.0050427676,0.003961,0.0027872345,0.002831054,0.005645893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009495596,0.000006098738,0.00011480729,0.0000075049184,0.0000013661112,0.00002777653,0.000057281504,0.00012012267,0.00003259885,0.97627217,0.018259386,0.0050913957],"study_design_scores_gemma":[0.000016387343,0.000029082947,0.0011602665,0.00011185491,0.0000043410996,0.00016331559,0.00027827718,0.0004139165,0.00015462337,0.43575367,0.5619005,0.000013745478],"about_ca_topic_score_codex":0.009310242,"about_ca_topic_score_gemma":0.007061996,"teacher_disagreement_score":0.036947656,"about_ca_system_score_codex":0.0060771476,"about_ca_system_score_gemma":0.0031814794,"threshold_uncertainty_score":0.12360227},"labels":[],"label_agreement":null},{"id":"W4244042256","doi":"10.1142/9789813220614_others01","title":"Entrepreneurs and Agents of Social Change","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business","score_opus":0.0581177623504838,"score_gpt":0.24386410389412513,"score_spread":0.18574634154364134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244042256","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028760012,0.012666442,0.009523067,0.0254278,0.0007794949,0.000047425336,0.00005312029,0.000055423152,0.9226871],"genre_scores_gemma":[0.749355,0.012700058,0.0028120622,0.0017025636,0.0010647479,0.00011298348,0.000052252617,0.00006331081,0.23213711],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990553,0.0005654875,0.00002118796,0.00008553989,0.00018802767,0.000084426974],"domain_scores_gemma":[0.9985324,0.0009815927,0.00011067817,0.00014950997,0.00008541428,0.00014032442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002176866,0.00035355822,0.00022877786,0.0009608549,0.0012587706,0.0052803294,0.00047017052,0.0015964318,0.009009527],"category_scores_gemma":[0.003125134,0.0002020125,0.00013995626,0.0010717874,0.008870287,0.004359544,0.0019072136,0.0014396625,0.0008964126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031832394,0.000011782104,0.00031575668,0.000019527955,0.0000033130264,0.000030082612,0.0027359582,0.00015561956,0.000038149054,0.9809545,0.004603768,0.011128376],"study_design_scores_gemma":[0.000007800915,0.0000069159214,0.00060177007,0.00008216515,0.0000039681636,0.00003514889,0.002659928,0.00038286473,0.00007095248,0.79270774,0.20343609,0.0000045834813],"about_ca_topic_score_codex":0.0012531829,"about_ca_topic_score_gemma":0.002305407,"teacher_disagreement_score":0.009009527,"about_ca_system_score_codex":0.0012149533,"about_ca_system_score_gemma":0.0014291003,"threshold_uncertainty_score":0.030139923},"labels":[],"label_agreement":null},{"id":"W4244246718","doi":"10.1142/6029","title":"Five-Dimensional Physics","year":2006,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Physics; Theoretical physics","score_opus":0.016622156926773365,"score_gpt":0.23784786986379283,"score_spread":0.22122571293701948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244246718","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001187323,0.008732869,0.050432265,0.0019198529,0.0028717301,0.00002853755,0.00029809156,0.0008478252,0.9336816],"genre_scores_gemma":[0.039947517,0.009567437,0.032964934,0.001260815,0.001728957,0.000115188486,0.0007596494,0.0008147388,0.9128408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99976426,0.000027457903,0.000007914741,0.000029133942,0.00015564804,0.000015622974],"domain_scores_gemma":[0.99988437,0.000020477459,0.0000050150265,0.000032911827,0.000033986787,0.000023243514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002657477,0.001078805,0.00085652684,0.0013432354,0.001230962,0.002325374,0.00094368355,0.0007004674,0.030198062],"category_scores_gemma":[0.0005435176,0.00044558843,0.0005490158,0.0011039375,0.0019051788,0.0021870804,0.0015316235,0.002417258,0.01469862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040641526,0.000010849467,0.000025600737,0.000083379346,0.0000069129933,0.000019970303,0.00008081927,0.0006713076,0.00041678245,0.8621756,0.09619326,0.04031143],"study_design_scores_gemma":[0.0000027171675,0.000004838547,0.00008657137,0.00004329627,0.0000040831783,0.000081750615,0.000019985131,0.0018238933,0.000285274,0.5210986,0.4765401,0.000008870911],"about_ca_topic_score_codex":0.00091708405,"about_ca_topic_score_gemma":0.0016514466,"teacher_disagreement_score":0.030198062,"about_ca_system_score_codex":0.0012590525,"about_ca_system_score_gemma":0.00083880307,"threshold_uncertainty_score":0.1010226},"labels":[],"label_agreement":null},{"id":"W4244816113","doi":"10.1142/9789814405461_0019","title":"Cointegration analysis of the Fed model","year":2012,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cointegration; Econometrics; Economics; Mathematical economics","score_opus":0.03296041382310367,"score_gpt":0.24775208626505094,"score_spread":0.21479167244194727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244816113","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25403196,0.0040960214,0.6500306,0.0047476357,0.0005379405,0.00006312442,0.0009203028,0.0012666351,0.08430588],"genre_scores_gemma":[0.9660059,0.0013732152,0.011785464,0.00016700063,0.00016094022,0.00004496737,0.00049714494,0.00008922078,0.019876044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995105,0.00022823295,0.000022222515,0.000070631766,0.00011380331,0.000054590044],"domain_scores_gemma":[0.9985643,0.0008787109,0.00013523114,0.00013102576,0.00025456757,0.00003614925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010026351,0.00035597832,0.00055004907,0.0010673251,0.0003731421,0.0012017511,0.00043157247,0.0006511339,0.010187241],"category_scores_gemma":[0.006011121,0.00019537286,0.00046792845,0.0012098022,0.00053454586,0.0010755485,0.0005983733,0.0010183448,0.0009241896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000621307,0.000043210635,0.0030932908,0.00007764226,0.00007323843,0.00029033082,0.00017437252,0.28394797,0.0011265161,0.66229945,0.008879507,0.039932355],"study_design_scores_gemma":[0.000011192485,0.00002116471,0.0008499237,0.000023038667,0.000021821144,0.000034427278,0.000028038923,0.8037346,0.0004278366,0.1906876,0.004147443,0.00001285058],"about_ca_topic_score_codex":0.0069402615,"about_ca_topic_score_gemma":0.0035243698,"teacher_disagreement_score":0.010187241,"about_ca_system_score_codex":0.00085388863,"about_ca_system_score_gemma":0.00058060035,"threshold_uncertainty_score":0.03407973},"labels":[],"label_agreement":null},{"id":"W4245321084","doi":"10.1142/9025","title":"Paradoxes of China's Prosperity","year":2013,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"World Systems and Global Transformations","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Prosperity; China; Political science; History; Law","score_opus":0.021422579267373416,"score_gpt":0.27364493245575444,"score_spread":0.25222235318838104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245321084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48090336,0.01052754,0.0030854158,0.06948136,0.00056820916,0.00004777136,0.00029653742,0.00007722854,0.4350125],"genre_scores_gemma":[0.99129665,0.0009774279,0.00022824171,0.00092716893,0.00009645331,0.000022045548,0.000021726708,0.000010528788,0.0064198347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99939513,0.00015587707,0.000021022062,0.00007432229,0.00015861577,0.00019511374],"domain_scores_gemma":[0.9989743,0.0004427532,0.00014779657,0.0001256619,0.00014202185,0.00016741223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016548084,0.000280424,0.00045384996,0.0013227428,0.0041003632,0.004516093,0.00065403525,0.0014167433,0.004594845],"category_scores_gemma":[0.0029434913,0.00017003689,0.00035549892,0.002365433,0.012599563,0.0038824272,0.003249344,0.0023788614,0.00014307351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032435157,0.0000115449775,0.0018968347,0.000041550764,0.000015693206,0.00019191967,0.0028161563,0.0009881792,0.00012396867,0.9809687,0.0062450236,0.006668019],"study_design_scores_gemma":[0.000030754753,0.000019987589,0.010202891,0.000071943,0.00002706315,0.00009937,0.004630598,0.0024402183,0.00014714645,0.94720215,0.035097767,0.00003011429],"about_ca_topic_score_codex":0.044080526,"about_ca_topic_score_gemma":0.0467963,"teacher_disagreement_score":0.044080526,"about_ca_system_score_codex":0.00882271,"about_ca_system_score_gemma":0.007968148,"threshold_uncertainty_score":0.087647915},"labels":[],"label_agreement":null},{"id":"W4245433744","doi":"10.1142/9860","title":"The Mathematics That Power Our World","year":2015,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Power (physics); Mathematics education; Mathematics; Physics; Thermodynamics","score_opus":0.0797968819708855,"score_gpt":0.29588423034928835,"score_spread":0.21608734837840285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245433744","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006689008,0.014648804,0.0034760546,0.00694959,0.0010643769,0.000012608653,0.000051900723,0.000046463472,0.9730813],"genre_scores_gemma":[0.06519061,0.026064383,0.0063100588,0.0046045673,0.0030713938,0.00009095241,0.0001543832,0.00027724067,0.8942364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942744,0.00021731849,0.000015760555,0.00006113362,0.00023714844,0.00004134465],"domain_scores_gemma":[0.9994073,0.00029636003,0.00004079428,0.000085664506,0.00011304415,0.000056904377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081857835,0.0007252016,0.00037249297,0.0016472006,0.0026074774,0.0069711,0.0006037514,0.0015339324,0.023197064],"category_scores_gemma":[0.002612925,0.00031570226,0.00025280012,0.0017745247,0.009222141,0.010092364,0.0018837749,0.004720658,0.0062634703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013778007,0.0000028297259,0.000012304541,0.000014470568,8.14769e-7,0.000005021674,0.00031741546,0.000039833078,0.000023839102,0.9756162,0.01950663,0.004459224],"study_design_scores_gemma":[0.0000021166938,0.0000021396686,0.00005794036,0.00008024163,0.0000013619499,0.000023574668,0.00023293772,0.000092525406,0.00004231616,0.5004824,0.49897918,0.0000032566613],"about_ca_topic_score_codex":0.0040370845,"about_ca_topic_score_gemma":0.009015051,"teacher_disagreement_score":0.023197064,"about_ca_system_score_codex":0.0043907417,"about_ca_system_score_gemma":0.0034428975,"threshold_uncertainty_score":0.07760185},"labels":[],"label_agreement":null},{"id":"W4245612132","doi":"10.1142/6545","title":"From Quanta to Quarks","year":2007,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Quark; Particle physics; Physics","score_opus":0.021411613032086385,"score_gpt":0.27267698138929836,"score_spread":0.25126536835721197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245612132","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013057905,0.013301462,0.012071549,0.0035594164,0.0027085894,0.000025483308,0.00006896141,0.0001949011,0.966764],"genre_scores_gemma":[0.05737986,0.013630971,0.009189142,0.002589931,0.0020019833,0.00009290476,0.00012311334,0.00036703006,0.91462505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997068,0.00008572965,0.000008864452,0.00003905324,0.00013249848,0.000026990545],"domain_scores_gemma":[0.9997646,0.000078313096,0.000008670326,0.000058394096,0.00006422445,0.00002570778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000359331,0.0005983271,0.00054717384,0.0009326298,0.0019412754,0.003157881,0.0006717255,0.0010142177,0.027081188],"category_scores_gemma":[0.0011725756,0.00039205764,0.00040719993,0.000999735,0.0037417926,0.004159934,0.0016036014,0.0030380487,0.0077391183],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031567038,0.0000053486156,0.000010680122,0.000028642255,0.000001522047,0.000014340336,0.00021810824,0.00009703393,0.00011735083,0.95581794,0.031883907,0.011801885],"study_design_scores_gemma":[0.0000034867032,0.000006294372,0.000030882748,0.000050195245,0.0000023752593,0.000055143362,0.00007338301,0.0002778361,0.00012321732,0.5549542,0.44441846,0.000004524151],"about_ca_topic_score_codex":0.0022215925,"about_ca_topic_score_gemma":0.0025637955,"teacher_disagreement_score":0.027081188,"about_ca_system_score_codex":0.0022163983,"about_ca_system_score_gemma":0.0015003798,"threshold_uncertainty_score":0.0905956},"labels":[],"label_agreement":null},{"id":"W4245622585","doi":"10.1142/11818","title":"Invitation to Algebra","year":2020,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Algebra over a field; Mathematics; Computer science; Pure mathematics","score_opus":0.06885420898218492,"score_gpt":0.2890795207749668,"score_spread":0.22022531179278187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245622585","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001765313,0.0040584453,0.0012987211,0.012923704,0.006100215,0.000026362493,0.0002972928,0.00023299422,0.9748857],"genre_scores_gemma":[0.0013623805,0.0011480371,0.00040420718,0.0024711164,0.002065609,0.000024489776,0.00013166711,0.00014286919,0.9922496],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993648,0.00012777436,0.000017318867,0.00007711429,0.00035081664,0.000062222025],"domain_scores_gemma":[0.99923515,0.0002130701,0.000026746025,0.00007821692,0.00030638938,0.00014033816],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006136251,0.0008569289,0.0007684423,0.0017463189,0.0025364454,0.004765635,0.0008450671,0.0016502654,0.34760752],"category_scores_gemma":[0.0026225273,0.0003893421,0.0006300843,0.0012903854,0.0015445374,0.0053178193,0.0024538052,0.003731823,0.23506021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000834836,0.000016420105,0.000027663524,0.00003425832,0.0000015290825,0.000021838096,0.00007860879,0.000031195472,0.00007615727,0.1156541,0.8636634,0.020386385],"study_design_scores_gemma":[0.0000016883217,0.0000029699265,0.000040728424,0.000022025864,5.7509345e-7,0.00002188234,0.000031179654,0.0000325147,0.00002113092,0.024154674,0.97566867,0.000002006592],"about_ca_topic_score_codex":0.0029696347,"about_ca_topic_score_gemma":0.006281732,"teacher_disagreement_score":0.34760752,"about_ca_system_score_codex":0.0021582248,"about_ca_system_score_gemma":0.0018224205,"threshold_uncertainty_score":0.9305587},"labels":[],"label_agreement":null},{"id":"W4246057537","doi":"10.1142/9789814635349_0010","title":"ONCOLYTIC RHABDOVIRUSES","year":2014,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Oncolytic virus; Virology; Biology; Virus","score_opus":0.06594270993920794,"score_gpt":0.2561519342681833,"score_spread":0.19020922432897536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246057537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03732722,0.080064625,0.08822691,0.0029923879,0.0036931855,0.00016966634,0.0014054724,0.0013962863,0.78472424],"genre_scores_gemma":[0.091972396,0.041034766,0.021889556,0.00072073156,0.0003004052,0.000066711174,0.0012418459,0.00028502126,0.8424885],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99990296,0.000009134444,0.0000032439914,0.000020696476,0.00004650033,0.000017486116],"domain_scores_gemma":[0.99997354,0.0000060322495,0.0000035637993,0.0000046292394,0.0000065643017,0.000005701418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016620939,0.0004302455,0.00014084078,0.00033140025,0.00023091192,0.0009457322,0.000330692,0.00032770706,0.008378991],"category_scores_gemma":[0.00011351536,0.0001801494,0.00020162744,0.0002702951,0.0003285326,0.00088894,0.0004979762,0.0010113232,0.0049523003],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014122625,0.00006881203,0.0001539704,0.0004049041,0.000015419633,0.00018265528,0.00036563,0.0013419244,0.40813592,0.1788196,0.056066655,0.3543032],"study_design_scores_gemma":[0.000004305675,0.000035720586,0.00014914639,0.00003912908,0.0000061911433,0.00021604114,0.0000351843,0.00030225381,0.083191164,0.006756072,0.9092582,0.000006622589],"about_ca_topic_score_codex":0.0009075104,"about_ca_topic_score_gemma":0.0014050758,"teacher_disagreement_score":0.008378991,"about_ca_system_score_codex":0.000902982,"about_ca_system_score_gemma":0.0003367057,"threshold_uncertainty_score":0.028030515},"labels":[],"label_agreement":null},{"id":"W4246234833","doi":"10.1142/9789814656054_0021","title":"Szegö's Conjecture on Lebesgue Constants for Legendre Series","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Analytic Number Theory Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lebesgue integration; Conjecture; Legendre polynomials; Mathematics; Series (stratigraphy); Pure mathematics; Mathematical analysis; Geology","score_opus":0.18597603285055964,"score_gpt":0.366586819495865,"score_spread":0.1806107866453054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246234833","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07186805,0.023549912,0.37812284,0.021731528,0.0064541595,0.000068058194,0.00044595214,0.0008244881,0.49693495],"genre_scores_gemma":[0.7368162,0.021217946,0.07936704,0.0059010424,0.005147496,0.00017467242,0.00042768248,0.00061126886,0.15033661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99912506,0.00012465987,0.00005774985,0.00017210364,0.00038774873,0.0001326547],"domain_scores_gemma":[0.997681,0.0014482023,0.00012465374,0.0002661688,0.00037779374,0.0001021198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027508212,0.000934385,0.00073672755,0.0020740002,0.0012339813,0.0032090629,0.0010690938,0.0015862015,0.0049844664],"category_scores_gemma":[0.009894307,0.0003661156,0.0010527651,0.0014925828,0.0056158677,0.0076017277,0.0018651668,0.0044282917,0.0023004725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023856854,0.0000044822154,0.00010168101,0.00004900083,0.0000040682376,0.000041543022,0.00012357425,0.0007084213,0.0005284878,0.9835359,0.0041830135,0.010696041],"study_design_scores_gemma":[0.000008036711,0.000017301467,0.000215585,0.000050395513,0.000009086192,0.00018122542,0.00004561804,0.0041887388,0.001244536,0.9659285,0.028089114,0.000021914952],"about_ca_topic_score_codex":0.0012150158,"about_ca_topic_score_gemma":0.0005529939,"teacher_disagreement_score":0.0049844664,"about_ca_system_score_codex":0.0018710153,"about_ca_system_score_gemma":0.0007971628,"threshold_uncertainty_score":0.016674697},"labels":[],"label_agreement":null},{"id":"W4246293132","doi":"10.1142/9789811223556_0061","title":"Synthesis, structures and reduction chemistry of monophthalocyanine scandium hydroxides","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Porphyrin and Phthalocyanine Chemistry","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Scandium; Reduction (mathematics); Chemistry; Inorganic chemistry; Mathematics; Geometry","score_opus":0.01849167085514991,"score_gpt":0.2194436848517606,"score_spread":0.2009520139966107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246293132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72453773,0.09979244,0.03225786,0.0018560292,0.0010119823,0.00020497489,0.0009143771,0.0007726628,0.13865195],"genre_scores_gemma":[0.8039667,0.043203637,0.019430898,0.00056916574,0.00015647477,0.00009396309,0.0010299637,0.00019164359,0.1313576],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999943,0.000007373281,0.000003824573,0.000009561492,0.000023572456,0.00001261981],"domain_scores_gemma":[0.9999777,0.0000055446353,0.000004500038,0.0000029872608,0.0000054111088,0.0000039206184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012503729,0.00021606413,0.00016976862,0.000219048,0.00016898662,0.0002978071,0.00038233126,0.00021006189,0.0019881355],"category_scores_gemma":[0.00008999545,0.0002233167,0.00015515582,0.0002071676,0.00019207764,0.00038702795,0.00020268022,0.0005332525,0.00086704316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009793558,0.000044646124,0.0000535917,0.0005832776,0.00000731326,0.0001086126,0.00014082872,0.00060761673,0.95378786,0.009163647,0.0018717287,0.033532985],"study_design_scores_gemma":[0.000012128531,0.00025740472,0.00039815073,0.000026522592,0.000009624232,0.00024265648,0.00004620645,0.0008881576,0.92444336,0.00174843,0.071915254,0.000012161285],"about_ca_topic_score_codex":0.0003230913,"about_ca_topic_score_gemma":0.0005407357,"teacher_disagreement_score":0.0019881355,"about_ca_system_score_codex":0.0003491361,"about_ca_system_score_gemma":0.00020770122,"threshold_uncertainty_score":0.0066509843},"labels":[],"label_agreement":null},{"id":"W4246697580","doi":"10.1142/9789814277648_0015","title":"THE CANDLE OF HOPE","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"American and British Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; McMaster University; Ministry of Colleges and Universities; Government of Ontario","funders":"","keywords":"Candle; Engineering","score_opus":0.014341120540241413,"score_gpt":0.19328432262809425,"score_spread":0.17894320208785283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246697580","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004999866,0.008730381,0.0014568898,0.25230393,0.013227829,0.000064397784,0.00019881409,0.00016922943,0.7188487],"genre_scores_gemma":[0.122131556,0.00379324,0.0007415161,0.04400548,0.002391625,0.00010447997,0.00010842162,0.00028202625,0.8264417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995074,0.0021829496,0.000089350906,0.0003670689,0.0012952336,0.0009913971],"domain_scores_gemma":[0.99658006,0.0008500268,0.00018361086,0.0004451953,0.0008899025,0.0010511446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004270821,0.0007322905,0.0005881876,0.0009488355,0.012607479,0.011189485,0.0011575796,0.0042324415,0.041176],"category_scores_gemma":[0.012782501,0.00044003606,0.0005099198,0.00078901777,0.015502948,0.011333025,0.0092011895,0.015540504,0.008697996],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003810912,0.000020134064,0.00013424008,0.000035527028,0.000004537452,0.00016942274,0.008100356,0.000048917496,0.00006353444,0.4926874,0.48450664,0.014191147],"study_design_scores_gemma":[0.000003835456,0.000007333942,0.000070734364,0.00006593395,0.0000011678118,0.000041997188,0.0032844492,0.000023142673,0.000037644673,0.017287128,0.9791693,0.000007417017],"about_ca_topic_score_codex":0.021278562,"about_ca_topic_score_gemma":0.031089539,"teacher_disagreement_score":0.041176,"about_ca_system_score_codex":0.008253421,"about_ca_system_score_gemma":0.0062308125,"threshold_uncertainty_score":0.1377474},"labels":[],"label_agreement":null},{"id":"W4247065186","doi":"10.1142/9789814405461_0024","title":"An Application of Expert Information to Win Betting on the Kentucky Derby, 1981-2005","year":2012,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of Pennsylvania","keywords":"Operations research; Engineering; Data science; Computer science; Forensic engineering","score_opus":0.03352011438452121,"score_gpt":0.22490600208265646,"score_spread":0.19138588769813525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247065186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97960025,0.00018118785,0.0013314387,0.0003258636,0.00001440631,0.00010637789,0.0027136765,0.0000476581,0.015679117],"genre_scores_gemma":[0.99030274,0.00010609845,0.0019346238,0.000032281205,0.000015281666,0.000041211537,0.002480915,0.000008870291,0.0050781015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998793,0.000527712,0.000073119256,0.00017315852,0.00030860808,0.00012441349],"domain_scores_gemma":[0.982735,0.013542793,0.0015633831,0.0005458289,0.0012387205,0.00037432005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035020988,0.00030747504,0.00035596828,0.0026068005,0.00066335336,0.0009959731,0.0008214348,0.00075581425,0.006204317],"category_scores_gemma":[0.018388301,0.00016960244,0.00021767057,0.0031409243,0.000314707,0.00094703736,0.0007204727,0.00060829014,0.00059279357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012370516,0.0010581613,0.75010526,0.00021115628,0.00016815976,0.0009074525,0.002827779,0.041345842,0.0005852623,0.007085529,0.027084602,0.16738372],"study_design_scores_gemma":[0.00008157237,0.00046247357,0.8121695,0.00009054141,0.00008739269,0.00013197376,0.0037083817,0.16732138,0.0013031517,0.0051535936,0.009432747,0.00005734158],"about_ca_topic_score_codex":0.10432375,"about_ca_topic_score_gemma":0.16997144,"teacher_disagreement_score":0.10432375,"about_ca_system_score_codex":0.0031259805,"about_ca_system_score_gemma":0.0010469431,"threshold_uncertainty_score":0.20743304},"labels":[],"label_agreement":null},{"id":"W4247359833","doi":"10.1142/9789813232266_0014","title":"TRAINING AND SKILL ASSESSMENT FOR ROBOTICS-ASSISTED MINIMALLY INVASIVE SURGERY — PART 2: STATE-OF-THE-ART TECHNIQUES AND TECHNOLOGIES","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Robotics; Artificial intelligence; State (computer science); Training (meteorology); Invasive surgery; Computer science; Medicine; Robot; Surgery; Geography","score_opus":0.07863053206552387,"score_gpt":0.30744787252869926,"score_spread":0.2288173404631754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247359833","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02032171,0.25999418,0.20538603,0.008314335,0.007079633,0.00085998105,0.0010190915,0.002605946,0.49441916],"genre_scores_gemma":[0.068669625,0.19239588,0.17208733,0.003054311,0.00237638,0.0008111524,0.0016285434,0.0005025582,0.55847424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962735,0.000056012323,0.00002085349,0.00004218277,0.00022468287,0.000028963248],"domain_scores_gemma":[0.99958533,0.0002019385,0.000019499004,0.000024195915,0.00012167925,0.00004737583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006272999,0.00086557603,0.00057248,0.0011094507,0.0003093259,0.0012250994,0.0011795795,0.0010701846,0.02060301],"category_scores_gemma":[0.001131634,0.00020557201,0.00044544955,0.0006269221,0.0005967313,0.0012154337,0.0011654483,0.0011273695,0.0064421874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030890897,0.00017457992,0.00027398724,0.001008878,0.000008900074,0.000063031664,0.00027237873,0.0014047123,0.0036355648,0.010008822,0.051139373,0.9319788],"study_design_scores_gemma":[0.00001993088,0.00041999147,0.012135379,0.0042632655,0.000030995958,0.0025857459,0.00045477363,0.0067262365,0.008271022,0.043217365,0.92178637,0.00008884247],"about_ca_topic_score_codex":0.0009237618,"about_ca_topic_score_gemma":0.0023808368,"teacher_disagreement_score":0.02060301,"about_ca_system_score_codex":0.0005652522,"about_ca_system_score_gemma":0.0014873544,"threshold_uncertainty_score":0.06892389},"labels":[],"label_agreement":null},{"id":"W4247751159","doi":"10.1142/8808","title":"Linear Algebra","year":2013,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"","field":"","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Algebra over a field; Linear algebra; Mathematics; Computer science; Pure mathematics; Geometry","score_opus":0.02787605213419695,"score_gpt":0.2489578035482228,"score_spread":0.22108175141402586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247751159","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00087363686,0.01390446,0.035555992,0.0021360824,0.0017117455,0.000044242548,0.0011672438,0.001304398,0.94330215],"genre_scores_gemma":[0.012573894,0.011358587,0.013767321,0.0006700742,0.0019591916,0.00010302296,0.0017314639,0.0008369835,0.95699954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993549,0.00008266063,0.000025139341,0.00009976187,0.00039193316,0.00004559615],"domain_scores_gemma":[0.99974674,0.000058993654,0.0000148302315,0.00006303182,0.00009323338,0.0000233013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004630441,0.0016298044,0.0012904905,0.0022265573,0.001294013,0.003492286,0.0011518055,0.00053548365,0.14760627],"category_scores_gemma":[0.0007941713,0.0007868032,0.00086852495,0.0043775644,0.0016764156,0.0037286403,0.0014679423,0.0035855798,0.10631572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017471053,0.000034003384,0.00006399422,0.00037311963,0.000019980924,0.000031470307,0.00015780884,0.0005732134,0.00074619055,0.26481712,0.51451176,0.2186538],"study_design_scores_gemma":[0.000009791875,0.000017082823,0.00018343428,0.00010346647,0.000012112448,0.00009096388,0.00004796738,0.0007980061,0.00051270245,0.21101405,0.7871961,0.000014324778],"about_ca_topic_score_codex":0.0020466568,"about_ca_topic_score_gemma":0.0037079556,"teacher_disagreement_score":0.14760627,"about_ca_system_score_codex":0.0018012587,"about_ca_system_score_gemma":0.0015993424,"threshold_uncertainty_score":0.49379218},"labels":[],"label_agreement":null},{"id":"W4247872991","doi":"10.1142/9789814656054_0024","title":"Multidimensional stationary phase approximation: boundary stationary point","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Stationary point; Stationary phase; Boundary (topology); Point (geometry); Mathematics; Mathematical analysis; Geometry; Chemistry","score_opus":0.05021910180658424,"score_gpt":0.28981616152756867,"score_spread":0.23959705972098444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247872991","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044841715,0.0046453374,0.91414106,0.00061548094,0.0008436754,0.000023716155,0.000064751235,0.00030392685,0.07487798],"genre_scores_gemma":[0.30133137,0.017311353,0.52557003,0.0009322198,0.0022876083,0.0002109029,0.0006895121,0.0011258548,0.15054116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998324,0.000051251533,0.000008207482,0.000030858253,0.00006607706,0.000011191541],"domain_scores_gemma":[0.9997867,0.00007202841,0.000015684727,0.000048868566,0.000058368718,0.00001827151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038566778,0.0008461282,0.00083905086,0.0007964699,0.00037629786,0.0016373487,0.0011535337,0.0012816143,0.0055763493],"category_scores_gemma":[0.0014554719,0.0003421442,0.0006094275,0.0011121808,0.000986622,0.0024349715,0.0013695869,0.002549023,0.0035796138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038995327,0.000035484394,0.000084428626,0.00018475005,0.000015913218,0.00006459998,0.00009915286,0.03411388,0.0034355104,0.87176186,0.01396651,0.07619893],"study_design_scores_gemma":[0.000009707888,0.000018921253,0.000098698874,0.000072571056,0.000011499206,0.00013311401,0.00003296685,0.46996614,0.0015827313,0.49425492,0.03380112,0.000017608314],"about_ca_topic_score_codex":0.00061320123,"about_ca_topic_score_gemma":0.0003894245,"teacher_disagreement_score":0.0055763493,"about_ca_system_score_codex":0.00047503426,"about_ca_system_score_gemma":0.00036895138,"threshold_uncertainty_score":0.018654704},"labels":[],"label_agreement":null},{"id":"W4248018565","doi":"10.1142/9789813208155_0006","title":"Game Theoretic Modeling of Environmental NGOs in an International Context","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Context (archaeology); Political science; Geography; Archaeology","score_opus":0.046975821708310626,"score_gpt":0.2981717823019463,"score_spread":0.2511959605936357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248018565","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1093185,0.0022625315,0.5232672,0.009399816,0.00042174666,0.00013386148,0.00045065663,0.00009364736,0.35465196],"genre_scores_gemma":[0.90028787,0.0024115671,0.025715835,0.0005068467,0.00020623262,0.00025839626,0.00017315509,0.000111911155,0.07032807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993641,0.00036504804,0.00001371989,0.000064790656,0.00008165692,0.000110734974],"domain_scores_gemma":[0.99911433,0.00057865196,0.000075176096,0.000044866843,0.000062897096,0.00012406932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010656554,0.000826562,0.0007835358,0.00047983666,0.0009417905,0.0031794324,0.00239817,0.0025660635,0.011076448],"category_scores_gemma":[0.0027607845,0.00048203228,0.0007948061,0.00093858276,0.0024157187,0.0030128877,0.001491957,0.002566675,0.0006245355],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009817058,0.000038888917,0.00022951368,0.000023493256,0.000015576417,0.000055146353,0.0001698705,0.207923,0.00013468436,0.7863904,0.0025044424,0.0025052282],"study_design_scores_gemma":[0.000014798514,0.000015436715,0.00017616467,0.000023519016,0.000009559997,0.000021754275,0.00028870636,0.41022554,0.000038760812,0.58373076,0.0054432363,0.000011689474],"about_ca_topic_score_codex":0.017732935,"about_ca_topic_score_gemma":0.015682481,"teacher_disagreement_score":0.017732935,"about_ca_system_score_codex":0.0026435128,"about_ca_system_score_gemma":0.0021014393,"threshold_uncertainty_score":0.03705442},"labels":[],"label_agreement":null},{"id":"W4248070134","doi":"10.1142/9789812794741_0014","title":"Fully Dynamic 3-Dimensional Orthogonal Graph Drawing","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Computer science; Graph; Graph drawing; Theoretical computer science","score_opus":0.01509635754815031,"score_gpt":0.22842257378428066,"score_spread":0.21332621623613035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248070134","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050629415,0.00009783102,0.968779,0.00009474116,0.000070035996,0.00005658996,0.0002660109,0.0029318128,0.022641018],"genre_scores_gemma":[0.15656182,0.0005983585,0.80206305,0.00016355248,0.00006450844,0.0001644192,0.0015377213,0.0020743927,0.036772177],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995585,0.000041335014,0.000017840859,0.00007172506,0.00026485822,0.000045623365],"domain_scores_gemma":[0.99964046,0.00009052718,0.000017417307,0.00013916216,0.00008275564,0.000029776636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031682028,0.0009989281,0.0007455908,0.0009830175,0.00041835196,0.0014500177,0.0018861262,0.00080659194,0.023560544],"category_scores_gemma":[0.0010882377,0.0007828052,0.000724341,0.0011939616,0.00065672793,0.001583483,0.002431749,0.0011353884,0.0041056746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000131938,0.000080287326,0.0003682202,0.00022362926,0.000056417528,0.00016076842,0.00021529816,0.1444105,0.026144907,0.13270769,0.038262703,0.65723765],"study_design_scores_gemma":[0.000031638127,0.000044267214,0.00028885677,0.00005083457,0.000022909155,0.000346427,0.00006635132,0.8178869,0.016280664,0.09028858,0.07465173,0.000040773906],"about_ca_topic_score_codex":0.0021181693,"about_ca_topic_score_gemma":0.004364847,"teacher_disagreement_score":0.023560544,"about_ca_system_score_codex":0.00037974623,"about_ca_system_score_gemma":0.00047394534,"threshold_uncertainty_score":0.078817904},"labels":[],"label_agreement":null},{"id":"W4249040397","doi":"10.1142/9789811223556_0007","title":"Radiolabeled BODIPYs: An overview","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Computer science","score_opus":0.0864935393124511,"score_gpt":0.3016823633642102,"score_spread":0.21518882405175913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249040397","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025378063,0.875547,0.043034267,0.0008599155,0.001473208,0.00017988781,0.0017168135,0.00096190505,0.07368915],"genre_scores_gemma":[0.008314816,0.8436781,0.02442002,0.0013058289,0.0004844817,0.0003113608,0.0027748782,0.0003362368,0.11837419],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979013,0.000020498117,0.000011879045,0.000051186507,0.000095645126,0.0000307261],"domain_scores_gemma":[0.999894,0.00004373231,0.000008648553,0.000008173782,0.00003243964,0.000012909617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006238584,0.0015777677,0.0009388989,0.0027571241,0.00035671957,0.0013456919,0.001629215,0.001287349,0.010013481],"category_scores_gemma":[0.00029248363,0.0011869662,0.00047701012,0.0029879215,0.00046637235,0.0021564018,0.000935237,0.0017110565,0.015837206],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022966464,0.0001673959,0.00013534406,0.0076620653,0.000047369038,0.00034549815,0.00012679017,0.0016360593,0.16984156,0.015945543,0.0786258,0.7252369],"study_design_scores_gemma":[0.000005821156,0.00007773082,0.00014281432,0.00021854854,0.000020868998,0.0004713882,0.00002284857,0.00016243254,0.035539865,0.001951229,0.9613611,0.00002550902],"about_ca_topic_score_codex":0.002605857,"about_ca_topic_score_gemma":0.005035256,"teacher_disagreement_score":0.010013481,"about_ca_system_score_codex":0.0016996055,"about_ca_system_score_gemma":0.0010067117,"threshold_uncertainty_score":0.033498466},"labels":[],"label_agreement":null},{"id":"W4249667546","doi":"10.1142/9789813204027_0057","title":"Laboratory Simulation of Waves","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Geology; Computer science; Environmental science","score_opus":0.04783537101420287,"score_gpt":0.2726016880311556,"score_spread":0.2247663170169527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249667546","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05238049,0.0007561169,0.73592025,0.0006751299,0.0004936994,0.00023115307,0.0011042672,0.0044268314,0.20401208],"genre_scores_gemma":[0.673419,0.0012687083,0.21763864,0.00033965835,0.00016287235,0.0010230237,0.002828465,0.0009196407,0.10240003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979466,0.00004355582,0.0000085744505,0.00003598879,0.00009594622,0.000021290993],"domain_scores_gemma":[0.99968076,0.00013619961,0.000022260368,0.0000741522,0.000061143866,0.000025521054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024124153,0.0005238748,0.00048535538,0.00030385103,0.00037360378,0.0009045696,0.0012059164,0.00080086547,0.01521139],"category_scores_gemma":[0.0008354162,0.00029236038,0.00042019493,0.00028700344,0.0004335141,0.00082969235,0.0008126399,0.00077459635,0.002890124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001872396,0.0003155874,0.0010498748,0.00030357717,0.000052942647,0.00020009272,0.00014440811,0.73935694,0.053600706,0.08823538,0.02157201,0.09498122],"study_design_scores_gemma":[0.00004812764,0.00007276218,0.00022714632,0.00001871805,0.000009103163,0.00006156864,0.00002378062,0.95282483,0.012737363,0.010940459,0.023021244,0.0000149261205],"about_ca_topic_score_codex":0.0018268802,"about_ca_topic_score_gemma":0.0011360559,"teacher_disagreement_score":0.01521139,"about_ca_system_score_codex":0.0003758809,"about_ca_system_score_gemma":0.00063018635,"threshold_uncertainty_score":0.050887227},"labels":[],"label_agreement":null},{"id":"W4249720521","doi":"10.1142/9457","title":"Waves and Rays in Seismology","year":2015,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Geophysics and Sensor Technology","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Seismology; Geology; Geophysics","score_opus":0.013018118705161166,"score_gpt":0.1914726859263664,"score_spread":0.17845456722120523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249720521","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056332105,0.1009282,0.019993933,0.0034819695,0.00962169,0.0000346877,0.00017900002,0.00036114923,0.86483604],"genre_scores_gemma":[0.0035673126,0.035907403,0.0047294293,0.0009308319,0.0033574228,0.000030813862,0.00017039987,0.00028771587,0.95101863],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996439,0.000057978275,0.000014868073,0.00003801144,0.0002287738,0.000016427726],"domain_scores_gemma":[0.9997174,0.00012734784,0.000013445834,0.00003149544,0.00007186773,0.00003833311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038548803,0.0016833768,0.0008918539,0.0026195615,0.00083972956,0.003292244,0.00081849186,0.0010462148,0.04780667],"category_scores_gemma":[0.0013267979,0.00044275122,0.00038838532,0.0029102585,0.0016714726,0.00466242,0.0014981754,0.0027290687,0.027092993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001652841,0.0000262468,0.00008131124,0.0002847769,0.000008790571,0.000052186795,0.00031032693,0.0006870687,0.00054545054,0.28676927,0.44992688,0.261291],"study_design_scores_gemma":[0.0000028770335,0.000010709353,0.00010438464,0.00015287331,0.0000035824114,0.00006590431,0.00005435106,0.00030507537,0.00009044264,0.054638594,0.94456613,0.000005021575],"about_ca_topic_score_codex":0.0017412199,"about_ca_topic_score_gemma":0.0047571594,"teacher_disagreement_score":0.04780667,"about_ca_system_score_codex":0.001243478,"about_ca_system_score_gemma":0.0011441594,"threshold_uncertainty_score":0.15992928},"labels":[],"label_agreement":null},{"id":"W4249841758","doi":"10.1142/9789814656054_0008","title":"Explicit Error Terms for Asymptotic Expansions of Mellin Convolutions","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mellin transform; Mellin inversion theorem; Applied mathematics; Mathematics; Computer science; Mathematical analysis; Laplace transform; Fourier transform","score_opus":0.08772128836014728,"score_gpt":0.29082131900577773,"score_spread":0.20310003064563045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249841758","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014377867,0.0067082555,0.88693255,0.0011685772,0.0016367054,0.000037371512,0.00012192286,0.00067629036,0.088340424],"genre_scores_gemma":[0.3726266,0.012300977,0.41254675,0.0011820996,0.0032863484,0.0002680889,0.00047540633,0.0025763288,0.19473739],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99902546,0.0002892678,0.00006906978,0.00008172179,0.00046464417,0.000069758375],"domain_scores_gemma":[0.9980008,0.0012249446,0.000112148526,0.0002645267,0.00030992826,0.00008760472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020487234,0.0017469134,0.0008950547,0.0015740073,0.0006628557,0.0025359085,0.0014584757,0.0018359186,0.0061959163],"category_scores_gemma":[0.008726724,0.0006202113,0.00089957623,0.0012506389,0.0026023497,0.004707345,0.0021750303,0.0047344295,0.0029520937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014980874,0.000013402976,0.000031521835,0.00007340308,0.000005241808,0.000041932763,0.000111063564,0.002495043,0.0013043844,0.9792508,0.002185535,0.0144726345],"study_design_scores_gemma":[0.0000065264085,0.0000143511525,0.000101462705,0.000065196626,0.00000882289,0.0001364208,0.000034085693,0.056493446,0.001385411,0.9289714,0.012759488,0.000023284978],"about_ca_topic_score_codex":0.00081529643,"about_ca_topic_score_gemma":0.0009581042,"teacher_disagreement_score":0.0061959163,"about_ca_system_score_codex":0.0014385696,"about_ca_system_score_gemma":0.0005517716,"threshold_uncertainty_score":0.020727336},"labels":[],"label_agreement":null},{"id":"W4250528070","doi":"10.1142/9789813220713_0005","title":"Dual or Duelling? The China–India Economic Relations After the 2008 Financial Crisis","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Western University","funders":"","keywords":"China; Financial crisis; Dual (grammatical number); Financial system; Political science; Development economics; Economy; Economics; Keynesian economics; Art","score_opus":0.02624246165781791,"score_gpt":0.20825071373796022,"score_spread":0.18200825208014232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250528070","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49830654,0.015506461,0.00036466407,0.14620936,0.002137531,0.00003628632,0.000675518,0.000076472774,0.3366872],"genre_scores_gemma":[0.93243563,0.0033272768,0.00006347146,0.004313915,0.00044542504,0.000011747311,0.00014096941,0.000039628692,0.059221976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999406,0.000061546234,0.000012683451,0.000042607655,0.00009041252,0.00038680097],"domain_scores_gemma":[0.9992855,0.00010922627,0.00013081204,0.000047025685,0.00010992705,0.00031754162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069419993,0.00021537613,0.00030938222,0.00094815146,0.004477274,0.008143409,0.0006455428,0.0012135751,0.007819754],"category_scores_gemma":[0.002178954,0.00014842408,0.00022367512,0.003482142,0.005119431,0.0034949954,0.0027461161,0.003626665,0.0005034131],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003448187,0.00008454293,0.028430907,0.00017127433,0.00005556943,0.0022812458,0.058762636,0.00078675256,0.000495164,0.68155396,0.16292457,0.06410851],"study_design_scores_gemma":[0.000051741656,0.00007867338,0.17089407,0.00036753033,0.00006594925,0.00041691013,0.07579168,0.0009608321,0.00064258295,0.05799949,0.6926092,0.00012140525],"about_ca_topic_score_codex":0.21211492,"about_ca_topic_score_gemma":0.2808223,"teacher_disagreement_score":0.21211492,"about_ca_system_score_codex":0.011543788,"about_ca_system_score_gemma":0.013795137,"threshold_uncertainty_score":0.42176056},"labels":[],"label_agreement":null},{"id":"W4250544348","doi":"10.1142/9789813204027_0011","title":"Seiches and Harbor Oscillations","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Seiche; Oceanography; Geology","score_opus":0.017250506763091523,"score_gpt":0.20990232807063924,"score_spread":0.1926518213075477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250544348","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019707307,0.011563475,0.026233282,0.0031238438,0.0035349021,0.000016595726,0.00006922857,0.00024743518,0.93550396],"genre_scores_gemma":[0.24522048,0.0075029302,0.0043955627,0.0007669921,0.0019128914,0.000038017504,0.000088048815,0.0002604239,0.73981464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998603,0.00003142271,0.000004597922,0.000024875435,0.000049805247,0.000028975439],"domain_scores_gemma":[0.9999095,0.000023042327,0.000009739925,0.00001869248,0.000019968933,0.000018985163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022779815,0.0005600354,0.00026723326,0.0008522751,0.0012540801,0.0018103721,0.00035483867,0.00093693775,0.013349193],"category_scores_gemma":[0.0009016955,0.00020770777,0.00024198908,0.0006027587,0.0017951834,0.0020469432,0.0019668832,0.0016788137,0.00303656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015566848,0.000006135873,0.00010502519,0.000032734348,0.0000037304644,0.000080512706,0.0012884121,0.00045458478,0.0005593096,0.9272279,0.020794583,0.049431458],"study_design_scores_gemma":[0.000007776259,0.000025908726,0.0004839056,0.00012056799,0.0000062666304,0.00024988723,0.0010718186,0.0013128741,0.0005923145,0.48314482,0.5129709,0.000012921944],"about_ca_topic_score_codex":0.0008679801,"about_ca_topic_score_gemma":0.0014720663,"teacher_disagreement_score":0.013349193,"about_ca_system_score_codex":0.00056514156,"about_ca_system_score_gemma":0.0003877139,"threshold_uncertainty_score":0.04465753},"labels":[],"label_agreement":null},{"id":"W4250664373","doi":"10.1142/9789812770462_0005","title":"A Cointegration Analysis of Petroleum Futures Prices","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cointegration; Futures contract; Petroleum; Economics; Econometrics; Financial economics; Petroleum engineering; Geology; Paleontology","score_opus":0.0421556639306537,"score_gpt":0.24055945035669696,"score_spread":0.19840378642604325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250664373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85561556,0.002553647,0.11907116,0.0009889724,0.00011785419,0.000040821637,0.0010224396,0.0003049643,0.020284586],"genre_scores_gemma":[0.9828333,0.00094731787,0.0058819605,0.000025490792,0.00007475332,0.000019651055,0.00077044533,0.000044425327,0.009402672],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998053,0.000057005054,0.0000107843925,0.00003062744,0.000067847905,0.00002858832],"domain_scores_gemma":[0.99944776,0.00031013347,0.00004995944,0.00005507401,0.00011814616,0.00001888416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050857756,0.00032773736,0.00026953928,0.0010623361,0.00036524286,0.000751364,0.00026060577,0.0003386548,0.01126387],"category_scores_gemma":[0.002379896,0.0001927278,0.00047898988,0.0015601001,0.00024267274,0.0008790721,0.00033181283,0.00058347726,0.00055246236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004413448,0.00027145588,0.0337491,0.00033536155,0.0002917221,0.0013407799,0.0005278142,0.36149418,0.034662213,0.31118688,0.011725383,0.24397361],"study_design_scores_gemma":[0.000020249816,0.000080942285,0.036481895,0.000031834625,0.000066360575,0.000099787416,0.00014537356,0.9020453,0.0071421615,0.047024574,0.0068261945,0.00003537233],"about_ca_topic_score_codex":0.007998237,"about_ca_topic_score_gemma":0.006084597,"teacher_disagreement_score":0.01126387,"about_ca_system_score_codex":0.0004321756,"about_ca_system_score_gemma":0.00046202625,"threshold_uncertainty_score":0.0376814},"labels":[],"label_agreement":null},{"id":"W4250939956","doi":"10.1142/9789813232266_0004","title":"MINIMALLY INVASIVE ROBOTIC GASTROINTESTINAL SURGERY","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Robotic surgery; Invasive surgery; Surgery; General surgery","score_opus":0.0543831412474992,"score_gpt":0.2578481414737045,"score_spread":0.20346500022620528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250939956","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065281754,0.06617107,0.012431937,0.003159315,0.009774807,0.000036781465,0.00017319617,0.0003984331,0.9072016],"genre_scores_gemma":[0.0030052983,0.036077794,0.0069269743,0.001650087,0.0032894043,0.000041816827,0.00021347756,0.00018319319,0.948612],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998667,0.000015272446,0.000005709978,0.000014925435,0.000088325214,0.000008995384],"domain_scores_gemma":[0.999866,0.000052935615,0.000009292355,0.000013938758,0.000033204196,0.000024576226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025351942,0.0006522652,0.00039384564,0.0009782927,0.0004497296,0.001466591,0.0005773338,0.000862047,0.06585647],"category_scores_gemma":[0.00063694717,0.00021474539,0.00031536806,0.00077944185,0.00044502728,0.0017843175,0.0013073282,0.001900949,0.02728881],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012723774,0.00003671928,0.00005799485,0.0003260747,0.000004981153,0.00015042117,0.00011923592,0.00043559234,0.0009310786,0.04008459,0.41460025,0.5432403],"study_design_scores_gemma":[0.0000013988841,0.0000061023297,0.00009140519,0.00015382473,0.0000016326593,0.00028218838,0.000016527973,0.00008849863,0.0001236574,0.007157077,0.992074,0.0000036536874],"about_ca_topic_score_codex":0.0003727169,"about_ca_topic_score_gemma":0.0015073904,"teacher_disagreement_score":0.06585647,"about_ca_system_score_codex":0.0004885803,"about_ca_system_score_gemma":0.000653505,"threshold_uncertainty_score":0.22031182},"labels":[],"label_agreement":null},{"id":"W4251391406","doi":"10.1142/9789813220614_others03","title":"Entrepreneurial Firms: Start-up, Survival and Growth","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Start up; Business administration","score_opus":0.028894837112717356,"score_gpt":0.21673475600447087,"score_spread":0.1878399188917535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251391406","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0654171,0.23424718,0.003965475,0.014934744,0.0011852691,0.00003770508,0.00014968317,0.00006638825,0.6799964],"genre_scores_gemma":[0.6642118,0.10919619,0.0018167736,0.00080273213,0.0012009755,0.00003561785,0.00013262239,0.000044147742,0.22255902],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99981064,0.00005762707,0.0000069024295,0.000021774076,0.00007176518,0.000031280568],"domain_scores_gemma":[0.99948347,0.00025543835,0.00006618774,0.000022452747,0.000051257353,0.00012113278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005886113,0.0002858617,0.00018744732,0.000515235,0.00046978076,0.003848936,0.0003839795,0.000894807,0.006361566],"category_scores_gemma":[0.0013805105,0.00012752014,0.00009424596,0.0013131078,0.0015198294,0.002535794,0.00096208276,0.0009564424,0.00073043094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008199656,0.00012073974,0.0036359825,0.00033270754,0.000013320828,0.0003730605,0.0052824006,0.00059191824,0.0008693622,0.5418242,0.06384127,0.3830331],"study_design_scores_gemma":[0.000017043214,0.00007669435,0.015757745,0.0008307,0.000017228202,0.00037047995,0.0075843255,0.0007753365,0.00056843966,0.36889815,0.60507876,0.000025015781],"about_ca_topic_score_codex":0.0013853097,"about_ca_topic_score_gemma":0.0042042197,"teacher_disagreement_score":0.006361566,"about_ca_system_score_codex":0.00074805215,"about_ca_system_score_gemma":0.0012709209,"threshold_uncertainty_score":0.0212816},"labels":[],"label_agreement":null},{"id":"W4252350557","doi":"10.1142/9789811239151_0007","title":"The University of Alberta","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.015612404724976827,"score_gpt":0.19375311369750634,"score_spread":0.1781407089725295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252350557","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005055622,0.0062275804,0.00032396702,0.002278541,0.0011180365,0.000014704668,0.0011914002,0.00024254942,0.9880976],"genre_scores_gemma":[0.001491198,0.0013781125,0.00022709077,0.00017208605,0.000029581566,0.000004697337,0.00023754286,0.00005618924,0.99640346],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991366,0.00006847691,0.00002153604,0.00019774697,0.0004015518,0.00017415131],"domain_scores_gemma":[0.99906474,0.00011436845,0.000032365693,0.000075818694,0.00044329988,0.0002693839],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005123314,0.0012633475,0.00070704473,0.002294163,0.0050085206,0.0072451006,0.0011789566,0.0020534026,0.5303457],"category_scores_gemma":[0.001508445,0.00048556758,0.00037825693,0.003597294,0.001275788,0.0016023048,0.0019465383,0.0016811145,0.25943592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051572697,0.000023387258,0.00047572638,0.00022546598,0.0000073694796,0.0002902824,0.00036948195,0.0002488138,0.0002665467,0.037613742,0.7929288,0.16749884],"study_design_scores_gemma":[0.0000026293576,0.0000022826464,0.00031910068,0.00008034598,0.0000023737962,0.00003237515,0.00024143443,0.00003734102,0.00005345457,0.0013232065,0.99790144,0.000004117864],"about_ca_topic_score_codex":0.565653,"about_ca_topic_score_gemma":0.7843009,"teacher_disagreement_score":0.5303457,"about_ca_system_score_codex":0.011350232,"about_ca_system_score_gemma":0.018034833,"threshold_uncertainty_score":0.8738099},"labels":[],"label_agreement":null},{"id":"W4252478775","doi":"10.1142/9789814656054_0023","title":"Transformation to Canonical Form for Uniform Asymptotic Expansions","year":2015,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transformation (genetics); Mathematics; Pure mathematics; Canonical transformation; Physics; Quantum mechanics; Chemistry","score_opus":0.04342036437839331,"score_gpt":0.27144235124123606,"score_spread":0.22802198686284275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252478775","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012845698,0.0019268115,0.6534204,0.0014335217,0.0026328883,0.00008214114,0.00020638073,0.0010003158,0.3264518],"genre_scores_gemma":[0.2914097,0.006372626,0.33759817,0.0028385937,0.00601934,0.0004903558,0.0007984128,0.004921687,0.34955117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992348,0.00024355348,0.000038979,0.0001219188,0.00029894715,0.00006182841],"domain_scores_gemma":[0.9994499,0.00012985675,0.000026551896,0.00014786764,0.00020047536,0.000045226858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010406639,0.0011200791,0.0008435988,0.0016644258,0.0009345645,0.0025207803,0.0012247027,0.0011008542,0.020475645],"category_scores_gemma":[0.0031451061,0.00045449805,0.00077816163,0.0013179127,0.0024712486,0.00431047,0.0019704583,0.0034675999,0.008239919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055124187,0.000009712499,0.000011724743,0.000020124786,0.0000018745334,0.000014734423,0.00004871023,0.00033848608,0.00045821015,0.9819425,0.0043748347,0.012773582],"study_design_scores_gemma":[0.000004386524,0.000012962307,0.00003669928,0.000023612769,0.0000036274228,0.00011416402,0.000031091546,0.00803957,0.0006370795,0.96472,0.026363833,0.000012944666],"about_ca_topic_score_codex":0.000433329,"about_ca_topic_score_gemma":0.0005272776,"teacher_disagreement_score":0.020475645,"about_ca_system_score_codex":0.0007673363,"about_ca_system_score_gemma":0.000522549,"threshold_uncertainty_score":0.068497896},"labels":[],"label_agreement":null},{"id":"W4252480372","doi":"10.1142/9789811210433_0003","title":"Recent Progress in Relaxor Ferroelectrics with Perovskite Structure","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Perovskite (structure); Materials science; Condensed matter physics; Engineering physics; Crystallography; Physics; Chemistry","score_opus":0.018814819811148752,"score_gpt":0.2223479077260047,"score_spread":0.20353308791485597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252480372","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017991887,0.72214836,0.010677536,0.0022080312,0.0022713966,0.000052554184,0.00025892784,0.00032458373,0.24406683],"genre_scores_gemma":[0.05968002,0.6471166,0.015474253,0.001246613,0.001735996,0.00007417939,0.0009061543,0.00021737925,0.27354878],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999001,0.000011617701,0.0000071081404,0.000021071555,0.000046029683,0.000013982971],"domain_scores_gemma":[0.99989426,0.00005887752,0.0000064544,0.000007643147,0.000024724884,0.000008042205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039432163,0.00041763394,0.00036309354,0.00058133155,0.0002813436,0.0012321555,0.00067525246,0.0004099458,0.012635069],"category_scores_gemma":[0.00032520076,0.0003231061,0.00022537724,0.0012874654,0.00033770598,0.0018778131,0.0006585619,0.00085548236,0.0035487318],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002009464,0.00021944013,0.00017953926,0.0086671645,0.00003725428,0.00034511322,0.0003966458,0.001299248,0.08984991,0.089550145,0.039062396,0.77019215],"study_design_scores_gemma":[0.000022663664,0.0001434757,0.00028981204,0.00021863269,0.000024092375,0.00058846525,0.00007779131,0.00065926346,0.024300465,0.009217355,0.9644445,0.000013379254],"about_ca_topic_score_codex":0.00047629746,"about_ca_topic_score_gemma":0.0010274774,"teacher_disagreement_score":0.012635069,"about_ca_system_score_codex":0.00042339007,"about_ca_system_score_gemma":0.00051724655,"threshold_uncertainty_score":0.042268574},"labels":[],"label_agreement":null},{"id":"W4252794808","doi":"10.1142/9789812562630_0018","title":"Contract Negotiation in E-marketplaces","year":2004,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Negotiation; Business; Computer security; Internet privacy; Computer science; Political science; Law","score_opus":0.019641179335890734,"score_gpt":0.1995233614079714,"score_spread":0.17988218207208065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252794808","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04232264,0.0060551455,0.20315202,0.010555317,0.00055419415,0.00019655415,0.00011319753,0.00020391555,0.736847],"genre_scores_gemma":[0.8152588,0.002766996,0.03249268,0.0006743219,0.00027817875,0.00030103172,0.00013453011,0.00015055183,0.14794289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995804,0.0024266902,0.00017521727,0.00028101186,0.00090089714,0.00041218748],"domain_scores_gemma":[0.9954495,0.0034866394,0.00019430154,0.00038652698,0.0002630028,0.00022012003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005249752,0.0004858986,0.000573583,0.0010219797,0.003368951,0.011375365,0.0021270905,0.005096971,0.02565714],"category_scores_gemma":[0.011475406,0.0008068363,0.00061419496,0.002747357,0.007794537,0.021391286,0.0039005762,0.0035059068,0.0019563911],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008892281,0.000012915067,0.000034721284,0.0000148555555,0.0000012969169,0.000036814276,0.0004263574,0.00098014,0.000053913358,0.9920272,0.0010330239,0.0053698765],"study_design_scores_gemma":[0.000015538526,0.000009452704,0.00006350359,0.000053900607,0.0000024920512,0.00006045004,0.00066952885,0.007928696,0.00019874201,0.9598722,0.031116815,0.000008715002],"about_ca_topic_score_codex":0.0045378674,"about_ca_topic_score_gemma":0.0026554337,"teacher_disagreement_score":0.02565714,"about_ca_system_score_codex":0.0043226597,"about_ca_system_score_gemma":0.002871089,"threshold_uncertainty_score":0.0858317},"labels":[],"label_agreement":null},{"id":"W4253486545","doi":"10.1142/9789813204027_0059","title":"Perspective on Coastal Engineering Practice and Education","year":2017,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Perspective (graphical); Engineering ethics; Sociology; Engineering; Environmental ethics; Computer science; Philosophy; Artificial intelligence","score_opus":0.009879089976772051,"score_gpt":0.24011289543702985,"score_spread":0.2302338054602578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253486545","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016262616,0.033861667,0.0014079579,0.020110859,0.0016763499,0.0000073640017,0.000016103062,0.000022490454,0.941271],"genre_scores_gemma":[0.055091724,0.067976706,0.002387766,0.008376489,0.0013869462,0.00004107775,0.00005743575,0.000048028603,0.8646338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99959916,0.00014210715,0.000013080349,0.000040121715,0.00013044191,0.00007499892],"domain_scores_gemma":[0.9996991,0.00010686763,0.000015528823,0.000015384952,0.00008845901,0.00007468337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066316774,0.00065029354,0.00020160685,0.0010381883,0.002431969,0.004700995,0.0006069292,0.0022649309,0.016245857],"category_scores_gemma":[0.00064767874,0.00014958302,0.0001628123,0.0015883506,0.0043109776,0.002917794,0.0025066887,0.0034713354,0.003611738],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005302213,0.000029214925,0.00010752444,0.00016090828,0.0000016486869,0.00020483418,0.004326515,0.00030785403,0.00018467639,0.79098016,0.12656279,0.07712857],"study_design_scores_gemma":[0.0000011357231,0.0000048217375,0.00011592604,0.00027755796,7.1181825e-7,0.00006680317,0.0020104314,0.00003713309,0.00003983461,0.0282544,0.969189,0.0000022885229],"about_ca_topic_score_codex":0.015535106,"about_ca_topic_score_gemma":0.047924552,"teacher_disagreement_score":0.016245857,"about_ca_system_score_codex":0.0046996856,"about_ca_system_score_gemma":0.0067373943,"threshold_uncertainty_score":0.054347873},"labels":[],"label_agreement":null},{"id":"W4254353213","doi":"10.1142/9789812811257_0009","title":"Perceptually Optimized 3D Transmission over Wireless Networks","year":2008,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Computer network; Transmission (telecommunications); Wireless; Wireless network; Wireless transmission; Telecommunications","score_opus":0.030553087012434917,"score_gpt":0.25993018508095916,"score_spread":0.22937709806852424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254353213","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036688507,0.001154934,0.94393206,0.00019707123,0.00013239762,0.00002999187,0.00021847336,0.0010810025,0.016565543],"genre_scores_gemma":[0.6663766,0.0026413486,0.30851442,0.0001585928,0.00016980353,0.00007007696,0.00045969058,0.0006755148,0.020933855],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973553,0.000050041785,0.000009217914,0.000027302534,0.00014990396,0.000028062037],"domain_scores_gemma":[0.9995927,0.0002024927,0.000034372202,0.000059225593,0.0000928431,0.00001840387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002571758,0.00061098934,0.0003731841,0.0002903612,0.00023005815,0.000833274,0.0005681341,0.00042107224,0.0054447777],"category_scores_gemma":[0.00094583305,0.00028725804,0.00016220225,0.0006179632,0.00029057084,0.0006814367,0.0006198496,0.00048950635,0.0008951183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005177725,0.00007911636,0.00053539017,0.00021729598,0.000044643446,0.00024233432,0.00018301542,0.4488367,0.20085391,0.029831195,0.009415074,0.30924362],"study_design_scores_gemma":[0.000012479677,0.000070773225,0.0005271363,0.000021985701,0.000011559395,0.00019314613,0.000036555593,0.9580003,0.026027655,0.008590464,0.0064817364,0.000026173037],"about_ca_topic_score_codex":0.0014759895,"about_ca_topic_score_gemma":0.0021914074,"teacher_disagreement_score":0.0054447777,"about_ca_system_score_codex":0.00040487616,"about_ca_system_score_gemma":0.00024115483,"threshold_uncertainty_score":0.018214583},"labels":[],"label_agreement":null},{"id":"W4254746970","doi":"10.1142/9853","title":"Abstract Algebra","year":2015,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Mathematics and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Algebra over a field; Mathematics; Pure mathematics","score_opus":0.10366598724695775,"score_gpt":0.32576422045743975,"score_spread":0.222098233210482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254746970","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007711868,0.0031503406,0.013812159,0.0014539664,0.0015889747,0.000030469624,0.00045270403,0.0002394294,0.9785009],"genre_scores_gemma":[0.028817412,0.006172476,0.0066999034,0.0009163662,0.0023841208,0.0000980642,0.0011478713,0.0003859963,0.9533779],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952924,0.0000602625,0.000021279111,0.00008007992,0.0002749207,0.000034218527],"domain_scores_gemma":[0.9998198,0.00002734554,0.0000112355665,0.00003706109,0.00008138746,0.00002319246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030490878,0.00095817854,0.0008040334,0.001623719,0.0014758109,0.003738392,0.00092868385,0.0004418439,0.10444527],"category_scores_gemma":[0.0007955741,0.00038419248,0.00065190945,0.0018903348,0.001768994,0.0049032555,0.001629865,0.0024170165,0.044909548],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008868,0.000011490106,0.000027943162,0.000108059096,0.0000054264756,0.000015340895,0.00009681367,0.00022583046,0.0003389066,0.83153385,0.12393899,0.043688502],"study_design_scores_gemma":[0.000004679161,0.0000053762346,0.00007039372,0.000035046425,0.0000039940205,0.00003450008,0.0000327144,0.00031004183,0.00015286669,0.47919577,0.52014947,0.000005156575],"about_ca_topic_score_codex":0.001699722,"about_ca_topic_score_gemma":0.001910297,"teacher_disagreement_score":0.10444527,"about_ca_system_score_codex":0.002034238,"about_ca_system_score_gemma":0.0013380373,"threshold_uncertainty_score":0.34940428},"labels":[],"label_agreement":null},{"id":"W4255084179","doi":"10.1142/11971","title":"Genes, Germs and Medicine","year":2020,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Philosophy","score_opus":0.016810861435223028,"score_gpt":0.24511176630112144,"score_spread":0.2283009048658984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255084179","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003534629,0.3115231,0.0026620727,0.015148004,0.016052602,0.00003754222,0.00018652638,0.00022644528,0.65381026],"genre_scores_gemma":[0.004888883,0.10048039,0.0046118232,0.01102718,0.0065835626,0.000074041665,0.00019996532,0.00013503208,0.87199914],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99980015,0.00004903589,0.0000063296957,0.000026062891,0.00010248163,0.000015905327],"domain_scores_gemma":[0.99979883,0.000101118276,0.000009051463,0.000015864252,0.000038122515,0.00003704512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046470715,0.0008421996,0.0007900876,0.0010216584,0.00079857424,0.0028340574,0.0007047488,0.0013328837,0.05129223],"category_scores_gemma":[0.0008754356,0.00029823813,0.00030529828,0.0010467292,0.0021326342,0.0020663696,0.0011441872,0.003278187,0.028712107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031214906,0.000030676267,0.00010233374,0.00025220966,0.000008963132,0.00007421042,0.00016909253,0.00019105354,0.0006466445,0.15474936,0.68349296,0.16025138],"study_design_scores_gemma":[0.0000041992316,0.0000054683187,0.00009281626,0.00010859624,0.0000017362535,0.00005525746,0.000039313436,0.000032178592,0.000027164571,0.023712425,0.9759185,0.0000022477104],"about_ca_topic_score_codex":0.0020066136,"about_ca_topic_score_gemma":0.0062203286,"teacher_disagreement_score":0.05129223,"about_ca_system_score_codex":0.0012327783,"about_ca_system_score_gemma":0.001277236,"threshold_uncertainty_score":0.17158961},"labels":[],"label_agreement":null},{"id":"W4255330070","doi":"10.1142/11149","title":"Tall Order","year":2018,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Order (exchange); Business","score_opus":0.027733090536304975,"score_gpt":0.2566535281360807,"score_spread":0.22892043759977576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255330070","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012162621,0.0009066476,0.00084443873,0.00077664765,0.0013575205,0.00004161774,0.00075217645,0.00084378105,0.9943557],"genre_scores_gemma":[0.00024355376,0.00030198114,0.0001973318,0.00016543304,0.000109144836,0.000011955071,0.00035071018,0.00024319516,0.9983767],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955803,0.000036451715,0.000015239815,0.00006361069,0.00026456072,0.00006214746],"domain_scores_gemma":[0.99933976,0.00010759575,0.000021127862,0.00008861937,0.00028047946,0.0001624373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037633837,0.0016034883,0.00095816306,0.0027126663,0.0028020567,0.006297898,0.0012857254,0.0016903703,0.78312266],"category_scores_gemma":[0.0019166121,0.0007477226,0.00070391205,0.002274061,0.0006843513,0.0050122007,0.002731815,0.003272015,0.7743577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011829839,0.000017875967,0.00002789915,0.00003962192,9.564872e-7,0.000018663452,0.000036855865,0.000031772077,0.00010360218,0.0050505637,0.9353201,0.059340283],"study_design_scores_gemma":[0.0000023301407,0.0000040236805,0.000047149453,0.000031517076,8.7014627e-7,0.000021906906,0.000032456035,0.000035060522,0.00004642347,0.0014260018,0.9983493,0.0000029676908],"about_ca_topic_score_codex":0.0055035506,"about_ca_topic_score_gemma":0.018873401,"teacher_disagreement_score":0.78312266,"about_ca_system_score_codex":0.0012900935,"about_ca_system_score_gemma":0.001955504,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4255397337","doi":"10.1142/12212","title":"Standing Tall","year":2020,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Art","score_opus":0.049091244190645415,"score_gpt":0.25655471558930987,"score_spread":0.20746347139866445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255397337","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014277462,0.0038302247,0.0007652888,0.0014066435,0.0032392303,0.000050587758,0.0009113407,0.000841422,0.98881257],"genre_scores_gemma":[0.00020082136,0.00089670764,0.0002145391,0.0003316341,0.00016926297,0.000014925477,0.00027830442,0.00019768605,0.997696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962807,0.000038160335,0.00001331093,0.000057824676,0.00021086495,0.000051681774],"domain_scores_gemma":[0.99931514,0.000091309426,0.000024456755,0.00006047006,0.00029247842,0.00021626454],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044487053,0.0022125544,0.0012523893,0.002836066,0.0024100384,0.0063426862,0.001138777,0.002011121,0.74203175],"category_scores_gemma":[0.0016302195,0.00081224163,0.00092165713,0.002505181,0.0006240333,0.004303701,0.0030969367,0.0037895236,0.810404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014080754,0.00001389981,0.000025003175,0.00006296315,0.0000017696602,0.00001788794,0.000018146984,0.000040317558,0.00011853277,0.001771898,0.9289038,0.06901163],"study_design_scores_gemma":[0.000003425279,0.0000057728234,0.000064265434,0.0000714907,0.0000019767717,0.000022908975,0.000031180192,0.000036877125,0.000041722273,0.00076162734,0.99895453,0.000004127548],"about_ca_topic_score_codex":0.0061420756,"about_ca_topic_score_gemma":0.019827683,"teacher_disagreement_score":0.74203175,"about_ca_system_score_codex":0.0008933124,"about_ca_system_score_gemma":0.0016908941,"threshold_uncertainty_score":0.3679604},"labels":[],"label_agreement":null},{"id":"W4255584217","doi":"10.1142/4447","title":"Principles of Fusion Energy","year":2000,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Cold Fusion and Nuclear Reactions","field":"Earth and Planetary Sciences","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Fusion; Computer science; Philosophy; Linguistics","score_opus":0.023391500620471416,"score_gpt":0.19797701502690251,"score_spread":0.1745855144064311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255584217","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057344406,0.03323827,0.023387576,0.0068751033,0.0034390814,0.000064754764,0.000168012,0.0001904392,0.9320633],"genre_scores_gemma":[0.055366628,0.032476883,0.024943586,0.0039891936,0.002953069,0.00033755385,0.00023387368,0.00027720744,0.87942195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99928147,0.00013556129,0.000031426276,0.00010267395,0.0003731795,0.00007560154],"domain_scores_gemma":[0.9997814,0.000068427136,0.000016058297,0.0000399767,0.00007205661,0.000022000599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008373321,0.0011564145,0.00073926046,0.0014014248,0.0022902393,0.0037505059,0.0013054444,0.0022918405,0.018249467],"category_scores_gemma":[0.0012931365,0.00048170067,0.00049253926,0.0011019013,0.005653557,0.0039174836,0.0018918052,0.0040023,0.011471451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036449192,0.000008113922,0.000027443732,0.00004320446,0.0000029247026,0.00001784989,0.00021164675,0.00024673392,0.00008730413,0.9501318,0.036386292,0.0128330365],"study_design_scores_gemma":[0.000003465379,0.000006532006,0.000064174885,0.000072866496,0.0000020828782,0.00006153226,0.000060925508,0.000245782,0.00008489937,0.42010912,0.57928276,0.000005921053],"about_ca_topic_score_codex":0.004056792,"about_ca_topic_score_gemma":0.0051785135,"teacher_disagreement_score":0.018249467,"about_ca_system_score_codex":0.0026435934,"about_ca_system_score_gemma":0.0025753484,"threshold_uncertainty_score":0.061050594},"labels":[],"label_agreement":null},{"id":"W4255771326","doi":"10.1142/7824","title":"Weaving the Universe","year":2010,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Weaving; Universe; Astronomy; Physics; Engineering; Mechanical engineering","score_opus":0.02916918189324344,"score_gpt":0.1901614232485481,"score_spread":0.16099224135530465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255771326","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015762623,0.012068876,0.0065058693,0.005247542,0.0011367205,0.000019029985,0.00005257912,0.00012053088,0.97327256],"genre_scores_gemma":[0.13033046,0.01697733,0.008475517,0.005564585,0.0014190252,0.00010072587,0.00016949407,0.00060559856,0.83635724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921036,0.0003249935,0.000016852122,0.00014453402,0.00019437961,0.000108867505],"domain_scores_gemma":[0.99945337,0.00016736111,0.000020478396,0.00019459252,0.00007351276,0.00009071703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009802744,0.00086954096,0.00047110903,0.0014981548,0.0059323935,0.012108254,0.00088425033,0.0022453396,0.032420315],"category_scores_gemma":[0.002049321,0.00042445934,0.0005027827,0.0014655434,0.018880943,0.014996873,0.0055137747,0.0047414904,0.007326904],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006583993,0.000005887035,0.000042728832,0.00002983747,0.000002424385,0.00003123867,0.003979675,0.000081178936,0.000106364285,0.9533962,0.026363024,0.015954813],"study_design_scores_gemma":[0.0000020388945,0.0000049298283,0.00006940338,0.00009605162,0.0000027002,0.000053134358,0.0020901947,0.00007267837,0.00009931597,0.2230211,0.77448344,0.0000050556764],"about_ca_topic_score_codex":0.00832497,"about_ca_topic_score_gemma":0.014182677,"teacher_disagreement_score":0.032420315,"about_ca_system_score_codex":0.0030404762,"about_ca_system_score_gemma":0.0036516779,"threshold_uncertainty_score":0.10845673},"labels":[],"label_agreement":null},{"id":"W4256385890","doi":"10.1142/10938","title":"Sustainable Sludge Management","year":2018,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Environmental science; Environmental planning","score_opus":0.01023200503518332,"score_gpt":0.21366625041517556,"score_spread":0.20343424537999225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256385890","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020058607,0.050200038,0.021552857,0.007824193,0.007316171,0.00014343888,0.0010399917,0.0015368836,0.9083805],"genre_scores_gemma":[0.01212512,0.03239174,0.015832646,0.002286504,0.00076767773,0.000094822135,0.0009787546,0.0003126307,0.93521017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997596,0.000023888784,0.00001150711,0.00003680955,0.00014921879,0.000018867619],"domain_scores_gemma":[0.99992394,0.000011657767,0.0000065366025,0.000011929226,0.000034735058,0.0000112183625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025870968,0.0008207596,0.00034533863,0.000879929,0.00098964,0.002717441,0.000773529,0.0012229652,0.030308068],"category_scores_gemma":[0.00030959203,0.00021254316,0.0004086498,0.0009403922,0.0005676762,0.0023180775,0.0017469948,0.0012436528,0.019997371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001185021,0.00003275326,0.000087078704,0.00051998417,0.0000073203078,0.00008131659,0.00022296677,0.0006892006,0.002748263,0.12691756,0.51387674,0.3548049],"study_design_scores_gemma":[0.0000010174596,0.000006629881,0.00003858631,0.00012563494,0.0000012427749,0.000055866083,0.000028414637,0.00015921249,0.00046472187,0.009653485,0.98946244,0.0000028197396],"about_ca_topic_score_codex":0.0010281433,"about_ca_topic_score_gemma":0.0030739768,"teacher_disagreement_score":0.030308068,"about_ca_system_score_codex":0.00095964264,"about_ca_system_score_gemma":0.0015993578,"threshold_uncertainty_score":0.1013906},"labels":[],"label_agreement":null},{"id":"W4283330566","doi":"10.1142/9789811250231_0013","title":"The Belt and Road Initiative: Opportunities and Challenges","year":2022,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Belt and Road Initiative","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Business; Political science","score_opus":0.21058793009957733,"score_gpt":0.23562605716328458,"score_spread":0.025038127063707255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283330566","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004437167,0.05210317,0.0041458188,0.629522,0.013361391,0.000041074636,0.00080243143,0.00030048136,0.29528642],"genre_scores_gemma":[0.15215331,0.11463504,0.01866275,0.14732738,0.023030015,0.00037998852,0.0028529041,0.0011642457,0.5397944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969633,0.00087565114,0.00006210389,0.00021034616,0.0011878667,0.00070061313],"domain_scores_gemma":[0.99463576,0.0021393492,0.0001928188,0.0001982059,0.00083771645,0.0019961828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009834071,0.00063516153,0.0008144318,0.0013956398,0.002006604,0.016019545,0.002941368,0.010273546,0.047655582],"category_scores_gemma":[0.008451466,0.00033895051,0.00053099444,0.0031396002,0.0041239117,0.016520862,0.004825339,0.00639791,0.009316533],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029997856,0.00009600944,0.00022287806,0.00010947821,0.000003282231,0.000048361642,0.00021858275,0.00014032594,0.00007400167,0.4953468,0.43459204,0.06911823],"study_design_scores_gemma":[0.000019311197,0.000029720171,0.0007008929,0.00019881125,0.0000032636224,0.000050609695,0.0010728387,0.000380641,0.00007179867,0.11670742,0.88074523,0.000019401281],"about_ca_topic_score_codex":0.012435972,"about_ca_topic_score_gemma":0.020043459,"teacher_disagreement_score":0.047655582,"about_ca_system_score_codex":0.004168043,"about_ca_system_score_gemma":0.01738318,"threshold_uncertainty_score":0.15942383},"labels":[],"label_agreement":null},{"id":"W4283381487","doi":"10.1142/13086","title":"Nourishing Tomorrow","year":2022,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Geography","score_opus":0.039559533948354667,"score_gpt":0.26698007506743776,"score_spread":0.2274205411190831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283381487","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011102604,0.018863589,0.00058835186,0.009917547,0.011114268,0.000014752177,0.00015411533,0.00014765403,0.95808935],"genre_scores_gemma":[0.0068696067,0.008906474,0.000561389,0.004916104,0.0012020078,0.000015490192,0.000118907104,0.00014764199,0.9772624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972445,0.00004130357,0.00000666356,0.000044735258,0.00013463246,0.000048155445],"domain_scores_gemma":[0.999816,0.000032330565,0.00001454226,0.000026051623,0.000056771776,0.00005439254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026276315,0.00069962547,0.00038899967,0.0006114353,0.003132987,0.004324429,0.00046110558,0.001198388,0.0830458],"category_scores_gemma":[0.00080107345,0.00017754847,0.00036296117,0.00070758467,0.0020115268,0.0049012946,0.002721683,0.0026826027,0.03233947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018123148,0.000018038776,0.00022666244,0.0001092799,0.0000056012086,0.00009384291,0.0020751995,0.000045454828,0.0004623091,0.07407765,0.8482644,0.07460354],"study_design_scores_gemma":[4.7026896e-7,0.0000024945339,0.000095460564,0.000059679613,0.0000010658498,0.000034828077,0.0003050316,0.000005519469,0.000037814603,0.0019531331,0.9975031,0.0000014190954],"about_ca_topic_score_codex":0.0066115707,"about_ca_topic_score_gemma":0.024010288,"teacher_disagreement_score":0.0830458,"about_ca_system_score_codex":0.0016659406,"about_ca_system_score_gemma":0.0017622991,"threshold_uncertainty_score":0.27781594},"labels":[],"label_agreement":null},{"id":"W4285658365","doi":"10.1142/11996","title":"Wavefronts and Rays as Characteristics and Asymptotics","year":2020,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Wavefront; Front (military); Physics; Geology; Geometry; Optics; Mathematics; Meteorology","score_opus":0.018021861916864796,"score_gpt":0.24670761381562925,"score_spread":0.22868575189876444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285658365","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027687633,0.024594897,0.4082179,0.0015666699,0.0015769387,0.000052930784,0.00032415995,0.0011303584,0.5348485],"genre_scores_gemma":[0.26312637,0.027369522,0.0950753,0.0005002013,0.0017567578,0.00015403466,0.00056075345,0.0012632449,0.6101938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997882,0.000032081007,0.000009643238,0.000035559646,0.00011863733,0.00001589028],"domain_scores_gemma":[0.9995814,0.00020001798,0.000032573815,0.000049864153,0.00010672845,0.00002946978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027773768,0.0007235393,0.00054581533,0.0019947477,0.0003850086,0.0032570532,0.0006920248,0.0005761316,0.011796033],"category_scores_gemma":[0.0015743424,0.00046484137,0.00037803862,0.00210155,0.0014633874,0.0038296427,0.0008137801,0.0016099742,0.0031553798],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016670156,0.000008650219,0.000090742906,0.00007568063,0.0000036862787,0.000029718276,0.00020014081,0.0024998717,0.0023864557,0.903802,0.011017949,0.07986849],"study_design_scores_gemma":[0.000008525579,0.000030208252,0.00041636507,0.000057887635,0.00001182336,0.00030277343,0.00018672072,0.026061267,0.001982027,0.8385143,0.132404,0.000024011304],"about_ca_topic_score_codex":0.0008144121,"about_ca_topic_score_gemma":0.0005345626,"teacher_disagreement_score":0.011796033,"about_ca_system_score_codex":0.0007074747,"about_ca_system_score_gemma":0.00044154408,"threshold_uncertainty_score":0.039461672},"labels":[],"label_agreement":null},{"id":"W4285708662","doi":"10.1142/9789813274730_0011","title":"Would Freeing Up World Trade Reduce Poverty and Inequality? The Vexed Role of Agricultural Distortions","year":2020,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Poverty; Inequality; Agriculture; Economics; Political science; History; Economic growth; Archaeology","score_opus":0.07120904145325985,"score_gpt":0.20971340133809638,"score_spread":0.13850435988483653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285708662","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03966849,0.02396912,0.009286312,0.16839497,0.0027117028,0.00002703956,0.00044021138,0.00011102099,0.7553911],"genre_scores_gemma":[0.8111748,0.023988063,0.00580377,0.023394149,0.002771911,0.000075187345,0.0001940897,0.00020648114,0.13239148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995672,0.00015408096,0.000009046432,0.00005993717,0.00010401557,0.00010570548],"domain_scores_gemma":[0.9991578,0.0003917307,0.000083888175,0.00016005614,0.00011863513,0.00008800549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011835013,0.00033822778,0.00034698274,0.00046243428,0.00095959834,0.0031372865,0.00045357295,0.0017843567,0.011599341],"category_scores_gemma":[0.0037019996,0.00013879896,0.00034081415,0.000793006,0.0056481315,0.0056361705,0.0019742853,0.0027147816,0.0011461343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003742057,0.000024081564,0.00039942598,0.00005346995,0.000011329833,0.000022289316,0.00021803084,0.00065525033,0.00020720929,0.9625475,0.011418003,0.024405979],"study_design_scores_gemma":[0.000010910432,0.000013612389,0.0007852208,0.00009828514,0.000007851957,0.000026137446,0.00032756574,0.00027736602,0.00025375246,0.88632417,0.11186867,0.0000064925694],"about_ca_topic_score_codex":0.002608095,"about_ca_topic_score_gemma":0.0042178524,"teacher_disagreement_score":0.011599341,"about_ca_system_score_codex":0.0017825223,"about_ca_system_score_gemma":0.0017163712,"threshold_uncertainty_score":0.038803637},"labels":[],"label_agreement":null},{"id":"W4291465605","doi":"10.1142/9789811263699_0004","title":"KK’s Role in Launching OCPA Conferences: Looking to the 21st Century","year":2022,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"History; Political science","score_opus":0.012605346621231115,"score_gpt":0.1990576785656182,"score_spread":0.1864523319443871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291465605","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014355322,0.01642299,0.0011489505,0.07335816,0.028973382,0.000018657962,0.00012059676,0.00018870525,0.8783331],"genre_scores_gemma":[0.01848461,0.008357196,0.000928669,0.01658191,0.003595481,0.000034978213,0.000089630004,0.00038889635,0.9515387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978582,0.0004924105,0.00010054925,0.00020942418,0.00079677696,0.00054262794],"domain_scores_gemma":[0.99634534,0.00072729774,0.00015184599,0.00015976274,0.00075671216,0.0018591284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002530383,0.0008915922,0.00045273706,0.0010696704,0.005827336,0.021766962,0.0012180442,0.005716248,0.06859227],"category_scores_gemma":[0.00525387,0.00057629775,0.0006371852,0.0013685432,0.0035900495,0.014118332,0.004888432,0.010727367,0.034640424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026782163,0.00002184921,0.00008752938,0.00019215126,0.0000034191635,0.00010070727,0.0020563835,0.000048900278,0.00039190816,0.09420186,0.87815684,0.024711665],"study_design_scores_gemma":[0.000001462975,0.0000044355706,0.0001463423,0.00009999684,0.0000018969172,0.00012315068,0.00075148843,0.000021891836,0.00008332833,0.0025047658,0.99625254,0.000008617254],"about_ca_topic_score_codex":0.008066667,"about_ca_topic_score_gemma":0.0125892805,"teacher_disagreement_score":0.06859227,"about_ca_system_score_codex":0.0063144187,"about_ca_system_score_gemma":0.008812846,"threshold_uncertainty_score":0.22946405},"labels":[],"label_agreement":null},{"id":"W4293548565","doi":"10.1142/9789811254154_0005","title":"E-Learning and Digital Game-Based Learning for Universities","year":2022,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Game based learning; Digital learning; Computer science; Mathematics education; Multimedia; Psychology","score_opus":0.01368362198609057,"score_gpt":0.23092201144858304,"score_spread":0.21723838946249246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293548565","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027521059,0.0235519,0.0926997,0.008506395,0.0013623931,0.00031838135,0.00017049244,0.0011444297,0.8447253],"genre_scores_gemma":[0.2643672,0.024016354,0.06993036,0.0020582208,0.00047572376,0.00042595234,0.00035486286,0.0003076496,0.6380637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930346,0.0002845206,0.000032817283,0.000062249426,0.00020634566,0.00011064001],"domain_scores_gemma":[0.99953556,0.00017684328,0.00002273225,0.000066543544,0.00006884075,0.00012943883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008857741,0.0006854711,0.00024750057,0.0008298553,0.0010790449,0.0052114,0.001180724,0.0015082109,0.0327823],"category_scores_gemma":[0.0011344743,0.00016751404,0.0003444906,0.0012483073,0.001208746,0.0037770316,0.002756593,0.0011469268,0.005643019],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045093508,0.00041907415,0.000595124,0.00059880083,0.0000062321715,0.00013452578,0.0019174102,0.0024856888,0.0021433588,0.2550526,0.034386504,0.7022156],"study_design_scores_gemma":[0.000011039933,0.00016320392,0.0018321777,0.00078724936,0.0000072504463,0.0003682771,0.002567601,0.00352711,0.0029318114,0.10187698,0.885904,0.000023311726],"about_ca_topic_score_codex":0.0018819172,"about_ca_topic_score_gemma":0.0044650403,"teacher_disagreement_score":0.0327823,"about_ca_system_score_codex":0.002331961,"about_ca_system_score_gemma":0.0021466273,"threshold_uncertainty_score":0.10966766},"labels":[],"label_agreement":null},{"id":"W4298058346","doi":"10.1142/9789812770462_0014","title":"Testing for Common Features in North American Energy Markets","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Energy (signal processing); Mathematics; Statistics","score_opus":0.04275175056118092,"score_gpt":0.23798877547451613,"score_spread":0.19523702491333522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298058346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98848253,0.00009480674,0.0018296598,0.00034758725,0.0000105389345,0.000025913158,0.0004951607,0.000023214454,0.008690614],"genre_scores_gemma":[0.9979582,0.000037904447,0.00044400454,0.00003885739,0.00001255327,0.000013207481,0.0005721709,0.0000061393316,0.000916902],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975974,0.0008880826,0.00013422652,0.00047169576,0.00058365933,0.0003249235],"domain_scores_gemma":[0.97516555,0.014507712,0.004304542,0.0019499309,0.0029145104,0.0011578162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034390646,0.00033839777,0.00040851522,0.0014441863,0.0012230148,0.0021382214,0.00084368396,0.00067725556,0.011212717],"category_scores_gemma":[0.017807191,0.00024109324,0.0007039879,0.002203974,0.0010957463,0.0023500961,0.0013281767,0.0009485458,0.00043177637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005095454,0.00048496213,0.92852974,0.000055084638,0.00042630258,0.00033796747,0.0009659844,0.006441288,0.0012451451,0.018175256,0.004148903,0.03867981],"study_design_scores_gemma":[0.00010244599,0.00025676246,0.9358361,0.000058076348,0.00015302334,0.00011130179,0.0039773025,0.032464948,0.0012425242,0.020497655,0.0052675297,0.000032244858],"about_ca_topic_score_codex":0.027998608,"about_ca_topic_score_gemma":0.04935669,"teacher_disagreement_score":0.027998608,"about_ca_system_score_codex":0.0011767515,"about_ca_system_score_gemma":0.0016249485,"threshold_uncertainty_score":0.055671275},"labels":[],"label_agreement":null},{"id":"W4298180087","doi":"10.1142/9834","title":"World Scientific Reference on Handbook of the Economics of Wine","year":2015,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wine; Art; Visual arts","score_opus":0.0553786801378661,"score_gpt":0.2270501243663986,"score_spread":0.1716714442285325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298180087","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034157556,0.13296795,0.0027387827,0.009451174,0.007786318,0.00008849025,0.006290609,0.00048137337,0.83985376],"genre_scores_gemma":[0.003479999,0.124242425,0.00345666,0.0024090712,0.0028453853,0.00012490149,0.006506369,0.00030445005,0.8566307],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935406,0.000060636656,0.000046347905,0.000080611935,0.00041731738,0.000041049243],"domain_scores_gemma":[0.99928856,0.00015433916,0.000056028966,0.00009313148,0.00033747268,0.00007043959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051303854,0.0013551397,0.0008883808,0.005626777,0.00077516126,0.003013694,0.0009493808,0.0015409455,0.12595055],"category_scores_gemma":[0.0017661502,0.00042418388,0.00045688893,0.01239428,0.0007564851,0.0039000378,0.0010307555,0.0018991639,0.09441398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047535073,0.000016442298,0.000069764275,0.00025248362,0.000002606725,0.00001424612,0.00003890944,0.0001197814,0.0000666272,0.02592912,0.873671,0.09981427],"study_design_scores_gemma":[5.523258e-7,0.0000028043587,0.00018517853,0.00017774885,6.269831e-7,0.000023690354,0.000015605683,0.000017930523,0.000014151243,0.00510167,0.99445796,0.0000020992445],"about_ca_topic_score_codex":0.0065404396,"about_ca_topic_score_gemma":0.015965533,"teacher_disagreement_score":0.12595055,"about_ca_system_score_codex":0.0020301773,"about_ca_system_score_gemma":0.00280688,"threshold_uncertainty_score":0.42134655},"labels":[],"label_agreement":null},{"id":"W4299610052","doi":"10.1142/5578","title":"Principles of Radiation Interaction in Matter and Detection","year":2004,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","score_opus":0.014492070630226669,"score_gpt":0.23321860082685825,"score_spread":0.21872653019663157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299610052","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017145257,0.0391865,0.22644632,0.0024544278,0.0029112296,0.00009142738,0.00013836625,0.00066461536,0.7263926],"genre_scores_gemma":[0.07202842,0.026658718,0.11415283,0.0021885498,0.002743256,0.00041238393,0.00020893916,0.0006526227,0.7809543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993507,0.00009975699,0.000025427298,0.00008065419,0.0003975159,0.00004599259],"domain_scores_gemma":[0.9997534,0.00012034464,0.000013169404,0.000032842177,0.000066665976,0.000013599878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004972903,0.0011778353,0.0010525314,0.0013383279,0.0012976811,0.002792173,0.0016279147,0.0018012339,0.011640622],"category_scores_gemma":[0.0006136011,0.00067780993,0.0006913432,0.0011659374,0.004673859,0.0028199353,0.0011377584,0.0030482768,0.0063244286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072301987,0.000013860055,0.0000180038,0.000081865895,0.000005814001,0.00002624018,0.00011996738,0.000653077,0.0009777972,0.96191174,0.013349191,0.022835253],"study_design_scores_gemma":[0.000006883816,0.000014997686,0.00006448379,0.000057878307,0.000004846724,0.00018191292,0.00002872971,0.0019145525,0.001049398,0.68512315,0.3115387,0.000014545159],"about_ca_topic_score_codex":0.0008675907,"about_ca_topic_score_gemma":0.0010200648,"teacher_disagreement_score":0.011640622,"about_ca_system_score_codex":0.0014073948,"about_ca_system_score_gemma":0.0010815226,"threshold_uncertainty_score":0.03894174},"labels":[],"label_agreement":null},{"id":"W4300129738","doi":"10.1142/6300","title":"A First Look at Rigorous Probability Theory","year":2006,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Bayesian Modeling and Causal Inference","field":"Computer Science","cited_by":111,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Mathematical economics; Mathematics","score_opus":0.024286573294943905,"score_gpt":0.22212822264112408,"score_spread":0.19784164934618018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300129738","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013905965,0.10059039,0.5676392,0.033041347,0.0039706263,0.000068744615,0.00043716433,0.00060660637,0.29225537],"genre_scores_gemma":[0.115473464,0.1366976,0.3649098,0.022070736,0.024863554,0.0004498464,0.0008865501,0.0022026054,0.33244583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979651,0.0007237515,0.00009034504,0.00017160556,0.0009904334,0.00005883766],"domain_scores_gemma":[0.99447143,0.0044400874,0.000115271156,0.00041673405,0.0004857172,0.00007083969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031241756,0.0014360955,0.0020047466,0.0024767607,0.0014916422,0.0053195343,0.002268672,0.003023366,0.016701939],"category_scores_gemma":[0.009925597,0.0010666593,0.0012878831,0.002881414,0.0074452395,0.012771434,0.0015239306,0.00925804,0.0057162154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025020324,0.000013825517,0.000018218727,0.00008426295,0.000011251809,0.000013076386,0.00006416027,0.00059681333,0.00005724465,0.9643437,0.02144827,0.013346591],"study_design_scores_gemma":[0.0000015940751,0.0000033735434,0.000026042448,0.000038295584,0.0000037560449,0.000024449897,0.000013767661,0.0010647265,0.00003750384,0.9478756,0.05090478,0.000006152407],"about_ca_topic_score_codex":0.002091777,"about_ca_topic_score_gemma":0.0024185597,"teacher_disagreement_score":0.016701939,"about_ca_system_score_codex":0.002816624,"about_ca_system_score_gemma":0.0018134925,"threshold_uncertainty_score":0.055873573},"labels":[],"label_agreement":null},{"id":"W4300418790","doi":"10.1142/9789812770462_0013","title":"The Message in North American Energy Prices","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Energy (signal processing); Computer science; Economics; Mathematics; Statistics","score_opus":0.018322603573502617,"score_gpt":0.2295064737410976,"score_spread":0.21118387016759496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300418790","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04436286,0.016271075,0.0032264004,0.48285326,0.019551294,0.000014436292,0.0021375732,0.00018964443,0.4313934],"genre_scores_gemma":[0.6664321,0.01693231,0.0015378802,0.0428501,0.012633547,0.000044248703,0.0010422175,0.00025820726,0.25826937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931145,0.00016314125,0.000027566368,0.000108252025,0.00031779768,0.00007182971],"domain_scores_gemma":[0.9990589,0.0003212079,0.000119295575,0.0000933423,0.00036300055,0.000044216085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009718382,0.0003608113,0.00022981064,0.0009944598,0.0016181536,0.0054606753,0.00047720017,0.0017569319,0.018606914],"category_scores_gemma":[0.0059687733,0.00030914103,0.0002376031,0.0028218399,0.0014700735,0.0051714955,0.0009700084,0.0036186927,0.0020223728],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080123646,0.00003541023,0.0028843097,0.0001156828,0.000017332466,0.00013299627,0.0012982816,0.000725069,0.0002527805,0.5832529,0.35360357,0.057601593],"study_design_scores_gemma":[0.000019780764,0.000017795786,0.021263247,0.00042328687,0.000029539264,0.00008881557,0.0026487377,0.0011539245,0.0006697802,0.17689952,0.79675454,0.00003100688],"about_ca_topic_score_codex":0.03434454,"about_ca_topic_score_gemma":0.044243563,"teacher_disagreement_score":0.03434454,"about_ca_system_score_codex":0.0029077635,"about_ca_system_score_gemma":0.0017797574,"threshold_uncertainty_score":0.06828928},"labels":[],"label_agreement":null},{"id":"W4300815108","doi":"10.1142/9789813144385_0006","title":"The Predictive Ability of the Bond Stock Earnings Yield Differential Model","year":2016,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Stock Market Forecasting Methods","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Earnings yield; Stock (firearms); Bond; Earnings; Yield (engineering); Differential (mechanical device); Econometrics; Economics; Materials science; Price–earnings ratio; Earnings per share; Finance; Composite material; Physics; Thermodynamics; Metallurgy","score_opus":0.11531874658251468,"score_gpt":0.33898737396231005,"score_spread":0.22366862737979537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300815108","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44977957,0.003767045,0.51823586,0.0033255504,0.0003316154,0.00010072875,0.0016596366,0.0007968623,0.022003133],"genre_scores_gemma":[0.9862185,0.001020806,0.008367416,0.00012126273,0.00012275325,0.00003519338,0.0005344791,0.000031303163,0.003548311],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994966,0.00016361853,0.000028415914,0.0001233006,0.00011413878,0.00007398295],"domain_scores_gemma":[0.996298,0.0025792804,0.0004491891,0.00020950972,0.0003591507,0.00010491057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021641294,0.0008234395,0.0007090201,0.00086083345,0.0002947508,0.0016677197,0.0010874538,0.00078427687,0.0031523276],"category_scores_gemma":[0.010584466,0.00032180786,0.0005786877,0.0006246765,0.0005955895,0.0016532141,0.001075152,0.0016005428,0.0006246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020114935,0.00008618394,0.03294736,0.000060820817,0.00015615828,0.0002597422,0.000092685856,0.83481157,0.0006273488,0.06243248,0.0040621413,0.06426236],"study_design_scores_gemma":[0.0000066842363,0.00002478784,0.0017730807,0.000014178437,0.000015269174,0.000035475936,0.000009371535,0.9812697,0.00014077003,0.01624849,0.00044962484,0.000012634277],"about_ca_topic_score_codex":0.008586769,"about_ca_topic_score_gemma":0.002531564,"teacher_disagreement_score":0.008586769,"about_ca_system_score_codex":0.0006045731,"about_ca_system_score_gemma":0.0006532435,"threshold_uncertainty_score":0.017073572},"labels":[],"label_agreement":null},{"id":"W4300928412","doi":"10.1142/9789813232877_0027","title":"From Bismarck to Woodcock: The “Irrational” Pursuit of National Health Insurance","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Woodcock; Irrational number; Actuarial science; Economics; Mathematics; Geology","score_opus":0.10348512650691796,"score_gpt":0.2895979923861687,"score_spread":0.18611286587925072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300928412","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069402233,0.058665007,0.003099544,0.11702573,0.004723838,0.00001728222,0.00009580686,0.00007621464,0.80935645],"genre_scores_gemma":[0.30302405,0.03944516,0.0025796792,0.048665214,0.0035259058,0.000049788297,0.00012467122,0.00023558407,0.60235006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993783,0.00022262709,0.000012579672,0.00009942674,0.00019919542,0.00008778397],"domain_scores_gemma":[0.99956495,0.0002336663,0.000020972486,0.00003370545,0.00007501831,0.000071592185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010518242,0.00033183367,0.00024889296,0.0008363365,0.0030505992,0.0060062627,0.00035574863,0.0016899566,0.008003911],"category_scores_gemma":[0.0022212258,0.00021565272,0.00014025606,0.0010813139,0.008358659,0.0055270754,0.0016492979,0.004896466,0.0017057738],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007066093,0.0000069585462,0.00008006547,0.000011412098,0.0000012843691,0.000022258475,0.0013822921,0.0000666416,0.000016199054,0.879323,0.10647674,0.012606066],"study_design_scores_gemma":[0.0000032311855,0.0000063553016,0.0002458557,0.00014051373,0.0000015798835,0.00004757933,0.0010361283,0.00014141631,0.0000482097,0.27546397,0.7228567,0.000008488904],"about_ca_topic_score_codex":0.018315438,"about_ca_topic_score_gemma":0.025438175,"teacher_disagreement_score":0.018315438,"about_ca_system_score_codex":0.0051268754,"about_ca_system_score_gemma":0.0033277518,"threshold_uncertainty_score":0.037198305},"labels":[],"label_agreement":null},{"id":"W4301171071","doi":"10.1142/9789812770462_0018","title":"Random Fractal Structures in North American Energy Markets","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fractal; Statistical physics; Energy (signal processing); Geography; Mathematics; Physics; Statistics; Mathematical analysis","score_opus":0.027061547185782336,"score_gpt":0.20892294698855024,"score_spread":0.18186139980276791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301171071","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94095635,0.001362786,0.004647406,0.0021701762,0.000038756076,0.000012418436,0.00041166,0.00004772601,0.05035272],"genre_scores_gemma":[0.99317354,0.00042161287,0.000516905,0.000055137632,0.000022363147,0.000006145896,0.00012505321,0.000006438148,0.005672813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99993384,0.000013171417,0.000002559903,0.000010103142,0.000024873585,0.000015500209],"domain_scores_gemma":[0.99955016,0.00018936963,0.00009642887,0.00003053972,0.00008770901,0.000045775476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002756163,0.000114621005,0.0001286954,0.001056397,0.00056046684,0.0013544855,0.00019129373,0.00022652291,0.0052618957],"category_scores_gemma":[0.0012525932,0.00011228837,0.00015420008,0.0010105511,0.0006084666,0.00082292175,0.0003101539,0.00034913674,0.00013508728],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009766553,0.000079992904,0.041156996,0.00006616427,0.000054649357,0.0005211772,0.001444435,0.05909041,0.0011007603,0.8255862,0.019452143,0.051349416],"study_design_scores_gemma":[0.000037097936,0.000028043583,0.18902817,0.000083057035,0.000023259328,0.0003056435,0.0024687974,0.14803058,0.00059883593,0.6129187,0.04642424,0.000053609296],"about_ca_topic_score_codex":0.017530758,"about_ca_topic_score_gemma":0.028476933,"teacher_disagreement_score":0.017530758,"about_ca_system_score_codex":0.0012557458,"about_ca_system_score_gemma":0.00040822034,"threshold_uncertainty_score":0.034857452},"labels":[],"label_agreement":null},{"id":"W4302326668","doi":"10.1142/9993","title":"The Economies of China and India","year":2016,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Western University","funders":"","keywords":"China; Economy; Business; Economics; Geography; Archaeology","score_opus":0.014579765010690405,"score_gpt":0.18161347794633406,"score_spread":0.16703371293564365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302326668","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2372976,0.079886466,0.0005687596,0.014168846,0.00042442372,0.000044815315,0.0010066753,0.00006218058,0.66654015],"genre_scores_gemma":[0.8881318,0.03223813,0.00029926287,0.0006187482,0.00023209643,0.000035588553,0.000386628,0.000023981805,0.07803386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998449,0.000025650037,0.0000045041593,0.000015530584,0.000040448376,0.00006899405],"domain_scores_gemma":[0.9998055,0.0000406336,0.000032966305,0.000021094129,0.000038653714,0.000061109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025740959,0.0004195689,0.00021351285,0.0011948075,0.0011278087,0.0023031356,0.00040713063,0.00030816146,0.005157636],"category_scores_gemma":[0.0007906518,0.00013341632,0.00017756574,0.0034515336,0.0024486072,0.0015926629,0.0014265819,0.000909224,0.00032612318],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014940216,0.000030790005,0.012093995,0.00017032736,0.00003523771,0.000515428,0.004217191,0.002019383,0.00022969284,0.87224674,0.036807153,0.07148461],"study_design_scores_gemma":[0.00003922988,0.000054634682,0.14925228,0.00042914491,0.000060997827,0.00033716208,0.00799189,0.002296734,0.00045271005,0.28500116,0.5540448,0.00003929072],"about_ca_topic_score_codex":0.13916105,"about_ca_topic_score_gemma":0.1787088,"teacher_disagreement_score":0.13916105,"about_ca_system_score_codex":0.005564769,"about_ca_system_score_gemma":0.005944517,"threshold_uncertainty_score":0.2767021},"labels":[],"label_agreement":null},{"id":"W4302343566","doi":"10.1142/13125","title":"An Introduction to Banach Algebras and Operator Algebras","year":2022,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Topics in Algebra","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematics; Operator algebra; Pure mathematics; Nest algebra; Algebra over a field; Finite-rank operator; Banach space; Algebra representation; Non-associative algebra","score_opus":0.03020157608660127,"score_gpt":0.3022096750358094,"score_spread":0.27200809894920813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302343566","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007354179,0.08115868,0.027079647,0.0030842596,0.006344933,0.000040557406,0.00038077115,0.00057793286,0.8805978],"genre_scores_gemma":[0.009302396,0.058770448,0.01364803,0.002149925,0.0070702755,0.00012736786,0.0004626627,0.0004086802,0.90806013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99974316,0.000037366714,0.000014739853,0.000032163927,0.00015367412,0.000018859608],"domain_scores_gemma":[0.9997758,0.000110201465,0.000009867308,0.000019789262,0.00006187174,0.000022467775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030135643,0.0013598094,0.0009519835,0.002251829,0.0009949427,0.002893176,0.0007329296,0.000901199,0.07032796],"category_scores_gemma":[0.000719144,0.0005322719,0.00065343775,0.0035295177,0.0012432158,0.00443148,0.0011143311,0.0027037787,0.032398865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019259278,0.000055851153,0.000053242744,0.0004381214,0.000009368096,0.00008292943,0.00032059714,0.00046382734,0.0011860495,0.5078822,0.36698088,0.12250762],"study_design_scores_gemma":[0.0000040240857,0.0000098934215,0.00011054074,0.000097566466,0.0000032978842,0.00014299648,0.00004100772,0.00034216195,0.00011718332,0.15701362,0.8421095,0.000008232497],"about_ca_topic_score_codex":0.0006930296,"about_ca_topic_score_gemma":0.0014380758,"teacher_disagreement_score":0.07032796,"about_ca_system_score_codex":0.0010493526,"about_ca_system_score_gemma":0.00091869896,"threshold_uncertainty_score":0.2352705},"labels":[],"label_agreement":null},{"id":"W4303195269","doi":"10.1142/9789811245770_0006","title":"DNAzyme-Based Biosensors and Their Applications in Monitoring Environmental Water Sources","year":2022,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Deoxyribozyme; Biosensor; Nanotechnology; Environmental chemistry; Environmental science; Computational biology; Chemistry; Biology; Materials science; Biochemistry; DNA","score_opus":0.01058250740430549,"score_gpt":0.2193495218750042,"score_spread":0.2087670144706987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303195269","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02665314,0.53666586,0.17244707,0.0025125302,0.0033126315,0.00029264038,0.0008239676,0.0009981567,0.25629413],"genre_scores_gemma":[0.059621345,0.31190127,0.09402393,0.001597074,0.0005752847,0.00032138103,0.00060888927,0.00019101507,0.53115976],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981695,0.000016572343,0.000007335021,0.000044697048,0.00010127423,0.000013102989],"domain_scores_gemma":[0.99992514,0.000037178706,0.0000057871625,0.000004903788,0.000020319047,0.0000066150933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031009037,0.00088776473,0.0004698679,0.00089202635,0.00023945022,0.0013146213,0.0012056683,0.0012690913,0.005075619],"category_scores_gemma":[0.00026333472,0.00063679507,0.00039635145,0.0015612586,0.0005928879,0.0015444726,0.00053974916,0.0012818286,0.0043893782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011210577,0.00017774921,0.00014058412,0.0015415015,0.000025960053,0.0003200551,0.00026969673,0.0022242102,0.48905993,0.034126215,0.013676194,0.45832592],"study_design_scores_gemma":[0.000020508627,0.00029000558,0.0005444979,0.00025634037,0.0000309035,0.0009606245,0.00011092528,0.0030555523,0.29880658,0.0136117395,0.6822592,0.000053091033],"about_ca_topic_score_codex":0.00054912525,"about_ca_topic_score_gemma":0.0011424626,"teacher_disagreement_score":0.005075619,"about_ca_system_score_codex":0.00059280347,"about_ca_system_score_gemma":0.0002496223,"threshold_uncertainty_score":0.016979694},"labels":[],"label_agreement":null},{"id":"W4309540215","doi":"10.1142/9789811226113_0013","title":"Point-of-Care Diagnostics for Management of Malaria","year":2022,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Malaria; Point-of-care testing; Point of care; Point (geometry); Medicine; Intensive care medicine; Computer science; Nursing; Mathematics; Pathology","score_opus":0.02548182045955738,"score_gpt":0.2777190177906315,"score_spread":0.25223719733107414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309540215","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055504934,0.19579837,0.024681887,0.021186702,0.01325135,0.00019701445,0.0005622416,0.0005894604,0.7431779],"genre_scores_gemma":[0.0065535908,0.1636431,0.042460326,0.016395822,0.0052881446,0.0001668168,0.00056717196,0.0003219599,0.7646031],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996948,0.000076493045,0.000014070761,0.00002551202,0.00017150215,0.000017604478],"domain_scores_gemma":[0.9996062,0.00024084865,0.00002252042,0.000023709688,0.00007784701,0.000028891956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005972739,0.0009381298,0.0004889782,0.0009817657,0.0004312246,0.0019306752,0.00090363703,0.0015532589,0.040531706],"category_scores_gemma":[0.0012331688,0.00026044456,0.0004183085,0.0009189428,0.00076277927,0.0018334395,0.00089797395,0.0027143864,0.019830221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026064305,0.000052792628,0.00011877323,0.0005235694,0.000010266987,0.00015187357,0.00021914075,0.00039514198,0.00093237153,0.059858512,0.5356502,0.4020613],"study_design_scores_gemma":[0.0000045326738,0.000019420442,0.00022593376,0.00034238998,0.0000050448825,0.000461483,0.000042360014,0.00017682287,0.00017579789,0.015371344,0.9831677,0.000007132618],"about_ca_topic_score_codex":0.0016717933,"about_ca_topic_score_gemma":0.0049603404,"teacher_disagreement_score":0.040531706,"about_ca_system_score_codex":0.0007202852,"about_ca_system_score_gemma":0.00091413665,"threshold_uncertainty_score":0.13559204},"labels":[],"label_agreement":null},{"id":"W4310447605","doi":"10.1142/13282","title":"Numerical Modeling of Superconducting Applications","year":2022,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Superconductivity; Computer science; Statistical physics; Physics; Nuclear engineering; Engineering physics; Engineering; Condensed matter physics","score_opus":0.036377929539835256,"score_gpt":0.2362014881911066,"score_spread":0.19982355865127133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310447605","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04791132,0.0057232385,0.60096556,0.0038810463,0.0016304923,0.00021426092,0.001713722,0.0012015721,0.33675888],"genre_scores_gemma":[0.7233369,0.0050782873,0.11519067,0.0009634102,0.0007054169,0.00067540526,0.0017234202,0.0009395916,0.15138696],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997527,0.000070446906,0.000012258168,0.00003072691,0.000094995405,0.000038868504],"domain_scores_gemma":[0.9995223,0.00019926688,0.000040154802,0.000037979502,0.00015829591,0.000041896546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003156806,0.00070470176,0.0006986434,0.0005357101,0.0007207515,0.0016200367,0.0010845006,0.0017813221,0.012547271],"category_scores_gemma":[0.002050401,0.00041170264,0.000740722,0.00065070833,0.0008382873,0.0009833327,0.0010877454,0.0010044078,0.0022580964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030385294,0.000026992811,0.0005402756,0.0000988399,0.000017933822,0.00013244302,0.00006554873,0.9179549,0.0016191549,0.060259823,0.008015456,0.011238332],"study_design_scores_gemma":[0.000007796199,0.000008941302,0.00012451693,0.000019276245,0.0000035478909,0.000033567845,0.000018640996,0.98075646,0.0002067358,0.00964043,0.009173715,0.0000064765172],"about_ca_topic_score_codex":0.010071771,"about_ca_topic_score_gemma":0.005586173,"teacher_disagreement_score":0.012547271,"about_ca_system_score_codex":0.00083570083,"about_ca_system_score_gemma":0.0010241952,"threshold_uncertainty_score":0.041974843},"labels":[],"label_agreement":null},{"id":"W4315782800","doi":"10.1142/13324","title":"Differential Calculus","year":2023,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Calculus (dental); Differential calculus; Differential (mechanical device); Mathematics; Computer science; Pure mathematics; Physics; Medicine","score_opus":0.020545912498039325,"score_gpt":0.238700279270695,"score_spread":0.21815436677265568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315782800","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019509719,0.0037727652,0.0363368,0.0014801029,0.0011382495,0.000017438526,0.00020888438,0.00022857361,0.9548662],"genre_scores_gemma":[0.057401855,0.004047049,0.009362891,0.00066529174,0.0013590581,0.00004429778,0.0002646359,0.0002762761,0.9265786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980146,0.00002835792,0.0000063739,0.00003511139,0.00010994689,0.00001892218],"domain_scores_gemma":[0.99988973,0.00002400472,0.000005905239,0.000022000633,0.000043454867,0.000014802395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019450615,0.0005931115,0.00051329506,0.0012225687,0.0009820492,0.0021437937,0.00052177673,0.00047057244,0.04076298],"category_scores_gemma":[0.0005431012,0.0002195218,0.00034655893,0.0011133914,0.0011703678,0.0020348944,0.0010190809,0.0015125581,0.013709819],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033266888,0.0000058444925,0.000015649537,0.000027166729,0.0000019567563,0.000013227045,0.000062159714,0.00015456603,0.00028555424,0.93853366,0.038249828,0.022647133],"study_design_scores_gemma":[0.0000036010388,0.0000064442224,0.000080807426,0.000016706626,0.0000037065183,0.00007649628,0.000030902018,0.0007961724,0.00024296354,0.6670726,0.33166513,0.000004433795],"about_ca_topic_score_codex":0.00091230153,"about_ca_topic_score_gemma":0.0010769967,"teacher_disagreement_score":0.04076298,"about_ca_system_score_codex":0.0012793062,"about_ca_system_score_gemma":0.00060700293,"threshold_uncertainty_score":0.13636577},"labels":[],"label_agreement":null},{"id":"W4318190969","doi":"10.1142/9789811259111_0013","title":"Solutions, Approaches and Mitigation Strategies for Plastic Waste Management","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Plastic waste; Waste management; Biodegradable plastic; Environmental science; Business; Solid waste management; Environmental planning; Engineering; Municipal solid waste","score_opus":0.057795442658083104,"score_gpt":0.23034718621922115,"score_spread":0.17255174356113806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318190969","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005046115,0.1167725,0.06749377,0.01708439,0.002605879,0.00018251997,0.00013605383,0.0003026139,0.7903761],"genre_scores_gemma":[0.045873754,0.15072308,0.07739741,0.0035326502,0.00083581393,0.00025300012,0.00024216581,0.00015621248,0.7209859],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996588,0.00007553638,0.000011010595,0.00003866006,0.00017307047,0.000042935942],"domain_scores_gemma":[0.9998833,0.000051408057,0.000010621316,0.000009266206,0.000032623513,0.000012756608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050494104,0.0010298182,0.00031506992,0.0009154271,0.00094728684,0.004610734,0.0011656771,0.0018432759,0.015076493],"category_scores_gemma":[0.00051593554,0.00029231134,0.00046891687,0.0014956183,0.0012189646,0.0036265564,0.0014520835,0.0021910935,0.0030921807],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026732016,0.00019743452,0.00013765601,0.001200858,0.000015646465,0.00014174977,0.00075800973,0.0047928505,0.0054842536,0.5045186,0.07382308,0.40890312],"study_design_scores_gemma":[0.000005760906,0.00004252939,0.00019294117,0.0007975045,0.000011597885,0.00015301158,0.0014333945,0.002644816,0.0020182435,0.16143467,0.83124995,0.000015619109],"about_ca_topic_score_codex":0.0024172831,"about_ca_topic_score_gemma":0.009382631,"teacher_disagreement_score":0.015076493,"about_ca_system_score_codex":0.0018605412,"about_ca_system_score_gemma":0.0029695851,"threshold_uncertainty_score":0.0504359},"labels":[],"label_agreement":null},{"id":"W4318191048","doi":"10.1142/9789811259111_0011","title":"Current Research on Microbe — Plastic Interactions in the Marine Environment","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Current (fluid); Oceanography; Geology","score_opus":0.0886115099202266,"score_gpt":0.30459391468506036,"score_spread":0.21598240476483377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318191048","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003360591,0.769531,0.0032703546,0.002654636,0.0015770975,0.000014747386,0.00011859043,0.00006464723,0.21940835],"genre_scores_gemma":[0.012135094,0.7712705,0.0030646324,0.0015626106,0.0015322929,0.00002808622,0.00022843617,0.00004904396,0.21012938],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99989414,0.000012737491,0.000004983214,0.000024582941,0.00004977213,0.000013717404],"domain_scores_gemma":[0.99983,0.00010604136,0.000009362157,0.000008694724,0.000025544638,0.0000202714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028542214,0.00057423697,0.0004900535,0.0008799076,0.0004480964,0.0025394473,0.0007363415,0.0007685672,0.022460151],"category_scores_gemma":[0.00022052096,0.00021950922,0.0002796116,0.0027349528,0.0009056532,0.002589128,0.0007753862,0.0009861961,0.0068697357],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055529985,0.00009547605,0.0003766508,0.0028336006,0.000015434216,0.00020795081,0.00039671836,0.00064169924,0.019934464,0.05356334,0.05523181,0.8666474],"study_design_scores_gemma":[0.0000023626349,0.000036554506,0.0006657921,0.00046789652,0.000009702788,0.00023189999,0.00018121602,0.00014455189,0.0020291777,0.015148908,0.98107475,0.000007112291],"about_ca_topic_score_codex":0.0015710793,"about_ca_topic_score_gemma":0.0038134994,"teacher_disagreement_score":0.022460151,"about_ca_system_score_codex":0.00071161747,"about_ca_system_score_gemma":0.00092829193,"threshold_uncertainty_score":0.07513672},"labels":[],"label_agreement":null},{"id":"W4319993671","doi":"10.1142/9789811263545_0011","title":"Clinical Application of AI for Radiation Therapy Treatment Planning","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Radiation treatment planning; Radiation therapy; Medical physics; Medicine; Radiology","score_opus":0.05478814668695428,"score_gpt":0.3729549230118901,"score_spread":0.31816677632493584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319993671","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032084624,0.10755564,0.39443108,0.003493218,0.0031058628,0.000121003904,0.00033870523,0.0016021007,0.48614395],"genre_scores_gemma":[0.12830018,0.10086638,0.34110346,0.0039136824,0.002687032,0.00027032325,0.00063659606,0.0013659103,0.42085648],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99977666,0.000052330986,0.000009147079,0.0000208573,0.00013168636,0.000009333665],"domain_scores_gemma":[0.9994991,0.00035807226,0.000015829368,0.000033070046,0.00007775929,0.000016111937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006363167,0.00047850932,0.0002522002,0.0010597606,0.00027361652,0.0013918863,0.00076516834,0.000635673,0.028052874],"category_scores_gemma":[0.0015578646,0.00024102794,0.00035027676,0.00076892436,0.000598642,0.00083227176,0.0005741606,0.0012348914,0.0057911524],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069286725,0.000034845536,0.0004985187,0.0005582357,0.000026314885,0.0003729421,0.00017837231,0.008588371,0.011375839,0.062060725,0.066483304,0.8497532],"study_design_scores_gemma":[0.000019348072,0.00011528471,0.001772635,0.00063031854,0.00005974194,0.007235082,0.00010686432,0.019753315,0.008580737,0.066255055,0.89541763,0.000053927426],"about_ca_topic_score_codex":0.0016953003,"about_ca_topic_score_gemma":0.0027915703,"teacher_disagreement_score":0.028052874,"about_ca_system_score_codex":0.0005343352,"about_ca_system_score_gemma":0.0006186981,"threshold_uncertainty_score":0.0938462},"labels":[],"label_agreement":null},{"id":"W4321379278","doi":"10.1142/9789811258961_0003","title":"Biomedical optics in a nutshell","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Optics; Optometry; Computer science; Medicine; Physics","score_opus":0.036453337157083515,"score_gpt":0.3100713943790943,"score_spread":0.2736180572220108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321379278","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00061981333,0.02891272,0.11743494,0.009918333,0.012591023,0.00007430454,0.00017251463,0.0009262058,0.82935023],"genre_scores_gemma":[0.006011228,0.01489401,0.03744153,0.0046622907,0.0033005085,0.000076519835,0.00011225559,0.0006450217,0.93285674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956185,0.00006460891,0.000017217288,0.00007031352,0.0002647283,0.000021268808],"domain_scores_gemma":[0.9995091,0.00018392672,0.00001627001,0.00008854245,0.00015858379,0.000043524786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075322104,0.0011580344,0.0007602655,0.0012072813,0.0010739394,0.004617199,0.0010711157,0.0021879901,0.021665396],"category_scores_gemma":[0.0014742961,0.00056456815,0.00046765603,0.0008485985,0.003267968,0.0048373686,0.0021580493,0.005761033,0.025175236],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017356153,0.00003789515,0.000046664587,0.00027289038,0.00001202994,0.000056070818,0.0002964263,0.00061564246,0.0027831607,0.63050187,0.17983462,0.18552536],"study_design_scores_gemma":[0.0000027061435,0.000009798055,0.000040751005,0.0001152576,0.0000035060502,0.00010877719,0.000040278588,0.00040734088,0.0005752357,0.14882302,0.8498654,0.0000080254595],"about_ca_topic_score_codex":0.0006834874,"about_ca_topic_score_gemma":0.0014643756,"teacher_disagreement_score":0.021665396,"about_ca_system_score_codex":0.0009401208,"about_ca_system_score_gemma":0.0010828705,"threshold_uncertainty_score":0.07247794},"labels":[],"label_agreement":null},{"id":"W4321479577","doi":"10.1142/13389","title":"Understanding Financial Reporting Standards","year":2023,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Accounting; Business; Finance","score_opus":0.2940463265369093,"score_gpt":0.3528290729849668,"score_spread":0.05878274644805748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321479577","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070504677,0.02437172,0.08690388,0.1010356,0.0026210009,0.00010515505,0.00040176068,0.00081630383,0.77669406],"genre_scores_gemma":[0.41275012,0.08240243,0.120394185,0.023152286,0.004995529,0.0005822682,0.0020491024,0.0011706837,0.35250342],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926601,0.0025619927,0.0004314666,0.00046266857,0.003371219,0.000512605],"domain_scores_gemma":[0.98935646,0.0056266123,0.0009561624,0.00086006086,0.002954223,0.00024649783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011188551,0.00050657126,0.0003338849,0.0024566115,0.0016337265,0.014240889,0.0013187295,0.0034041766,0.008109521],"category_scores_gemma":[0.031374097,0.0005416142,0.0003719006,0.0028183025,0.0043687117,0.015845569,0.0029868789,0.005024987,0.0034811522],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000287979,0.000007020032,0.00014120067,0.000047999118,0.0000021206902,0.000029280807,0.0017964222,0.000462762,0.00008609071,0.92659456,0.029156318,0.041673258],"study_design_scores_gemma":[0.0000032984995,0.000008681078,0.00039537344,0.00049951865,0.0000029632145,0.00009357154,0.0017112675,0.00092036295,0.00019373743,0.43861777,0.55753624,0.000017187254],"about_ca_topic_score_codex":0.007565202,"about_ca_topic_score_gemma":0.0036732538,"teacher_disagreement_score":0.014240889,"about_ca_system_score_codex":0.0046730093,"about_ca_system_score_gemma":0.003979901,"threshold_uncertainty_score":0.05917144},"labels":[],"label_agreement":null},{"id":"W4321598659","doi":"10.1142/13336-vol5","title":"A World Scientific Encyclopedia of Business Storytelling","year":2023,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Mount Saint Vincent University; St. Mary's University","funders":"","keywords":"Encyclopedia; Storytelling; World Wide Web; Computer science; Library science; Art; Literature; Narrative","score_opus":0.031138960786781744,"score_gpt":0.2199388138520134,"score_spread":0.18879985306523164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321598659","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00093280437,0.08434852,0.014610258,0.005035362,0.007404937,0.00015234716,0.0102715595,0.0046742456,0.8725699],"genre_scores_gemma":[0.00643924,0.0936568,0.01481206,0.0027598222,0.003675142,0.0002515771,0.019603483,0.0030741687,0.85572773],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992988,0.000093028226,0.000057485235,0.000052197738,0.00044058883,0.000057741938],"domain_scores_gemma":[0.9979672,0.00093809486,0.00011253279,0.00016106885,0.00057418516,0.0002469801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067532744,0.0011546885,0.000650495,0.009706244,0.00090161856,0.008677069,0.00092672155,0.0011227251,0.13914517],"category_scores_gemma":[0.0029271992,0.00044890656,0.00035738928,0.01596444,0.0008590982,0.004911417,0.0021303114,0.0017357754,0.056704346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009518322,0.000014071462,0.000042804782,0.0003595219,0.0000037306077,0.000041262512,0.00015111765,0.00016965631,0.00038135503,0.010493892,0.79265416,0.19567898],"study_design_scores_gemma":[7.989108e-7,0.000001733239,0.00010467279,0.000109000575,0.0000012843248,0.00004689684,0.000057686957,0.00006184694,0.00007173866,0.001827712,0.99771345,0.000003105596],"about_ca_topic_score_codex":0.004222979,"about_ca_topic_score_gemma":0.009507472,"teacher_disagreement_score":0.13914517,"about_ca_system_score_codex":0.0013423995,"about_ca_system_score_gemma":0.002718241,"threshold_uncertainty_score":0.46548694},"labels":[],"label_agreement":null},{"id":"W4321605041","doi":"10.1142/13343","title":"Mind the Gap","year":2023,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Psychology","score_opus":0.07389200303891236,"score_gpt":0.28266774699506414,"score_spread":0.20877574395615178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321605041","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022908283,0.01800258,0.0008758275,0.022334713,0.007883985,0.00001732971,0.000109922694,0.00019863392,0.9503479],"genre_scores_gemma":[0.0023775266,0.006789987,0.00055243174,0.010463351,0.0017890359,0.000024778232,0.00010093214,0.00021969879,0.9776823],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963367,0.00006710863,0.000008771981,0.000058786547,0.00017208159,0.00005956096],"domain_scores_gemma":[0.99938154,0.00017995933,0.00002302278,0.00007036034,0.0001619854,0.0001830623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005515011,0.0007976434,0.0005251334,0.0009710339,0.0020435085,0.0073543116,0.00079586223,0.0030441352,0.22138962],"category_scores_gemma":[0.0020977356,0.00036138226,0.00046890855,0.00077735714,0.0020052781,0.00829585,0.0038252615,0.005699251,0.15318345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008319526,0.000010215916,0.000025652747,0.000036949117,0.0000016885888,0.000020123092,0.00010426415,0.000020558926,0.00006684994,0.038862407,0.9260651,0.034777995],"study_design_scores_gemma":[0.0000014459014,0.0000022596519,0.000033076205,0.00006960162,6.6959734e-7,0.000022649152,0.000095615476,0.000013642204,0.000016358565,0.008786989,0.99095625,0.0000016062056],"about_ca_topic_score_codex":0.0034200281,"about_ca_topic_score_gemma":0.008479613,"teacher_disagreement_score":0.22138962,"about_ca_system_score_codex":0.0014773901,"about_ca_system_score_gemma":0.0020639296,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4327971371","doi":"10.1142/9789811251474_0003","title":"Imaging in Uveitis","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Ocular Diseases and Behçet’s Syndrome","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Uveitis; Ophthalmology; Medicine; Computer science; Optometry","score_opus":0.02819100491403811,"score_gpt":0.26216474511219645,"score_spread":0.23397374019815834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327971371","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007392369,0.5948028,0.00424927,0.008527565,0.013031785,0.00003097043,0.000080140344,0.00017593881,0.37836233],"genre_scores_gemma":[0.009535813,0.3633714,0.0060881106,0.016327357,0.019577425,0.00008421289,0.00017583725,0.00021973661,0.58462006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983096,0.000046229125,0.000013161435,0.000021343241,0.000070199174,0.000018157636],"domain_scores_gemma":[0.999642,0.00020663715,0.000020328449,0.00002567263,0.00006094677,0.000044406155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045211735,0.00086627604,0.0005664369,0.0025567976,0.00051064254,0.0014038681,0.0006725762,0.0020489644,0.027268168],"category_scores_gemma":[0.0010468065,0.00041799224,0.00038418383,0.0010575524,0.0010284298,0.0020122717,0.0012750591,0.003041987,0.012070605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025585281,0.000046722034,0.00017242097,0.00080049416,0.000013947165,0.0009237589,0.00026303084,0.00034099672,0.0010684365,0.03265925,0.5031533,0.46053204],"study_design_scores_gemma":[0.0000046006203,0.000016132804,0.00028336927,0.0005380071,0.0000075841144,0.0034332399,0.00004387911,0.000095465046,0.00014703529,0.008316577,0.987107,0.0000070913866],"about_ca_topic_score_codex":0.0016713827,"about_ca_topic_score_gemma":0.0054610875,"teacher_disagreement_score":0.027268168,"about_ca_system_score_codex":0.0007427927,"about_ca_system_score_gemma":0.0005282787,"threshold_uncertainty_score":0.091221094},"labels":[],"label_agreement":null},{"id":"W4361202282","doi":"10.1142/9789811264375_0001","title":"Preparing Today for Nourishing Tomorrow: A Perspective","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Perspective (graphical); Engineering ethics; Engineering; Sociology; Art; Visual arts","score_opus":0.05891510881068619,"score_gpt":0.25081497008311515,"score_spread":0.19189986127242897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361202282","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014918955,0.039119795,0.0015801284,0.1337232,0.0051041963,0.000023182101,0.000058202488,0.000038955117,0.80543345],"genre_scores_gemma":[0.35892147,0.06322838,0.0032809568,0.047387064,0.0025100014,0.000086542655,0.00010773099,0.0001794279,0.5242985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990202,0.00034657246,0.00001853402,0.000095971795,0.00014299687,0.00037564838],"domain_scores_gemma":[0.9993568,0.0001548132,0.00002884313,0.00002343758,0.00009516149,0.0003408989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019595956,0.00067173416,0.0003934987,0.0010192489,0.015105936,0.01227542,0.001214642,0.0064297104,0.020581],"category_scores_gemma":[0.0014491114,0.0003166228,0.00025197788,0.0015263153,0.011792436,0.009616725,0.0039776387,0.008305518,0.0019773196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023624743,0.0000756172,0.0005216149,0.00011248207,0.000003894696,0.00029018623,0.024893235,0.00013422701,0.00025994444,0.8394685,0.09603332,0.038183272],"study_design_scores_gemma":[0.000003809029,0.000021485283,0.0007091081,0.0003603312,0.00000410904,0.00009910469,0.048386052,0.000059512364,0.00015245384,0.03555763,0.91463375,0.000012593909],"about_ca_topic_score_codex":0.075542934,"about_ca_topic_score_gemma":0.29160404,"teacher_disagreement_score":0.075542934,"about_ca_system_score_codex":0.010544762,"about_ca_system_score_gemma":0.01681651,"threshold_uncertainty_score":0.15020645},"labels":[],"label_agreement":null},{"id":"W4361274955","doi":"10.1142/9789811264375_0004","title":"Green Compressed Air Energy Storage Technology","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Compressed air energy storage; Environmental science; Compressed air; Computer science; Energy storage; Engineering; Mechanical engineering; Physics; Thermodynamics","score_opus":0.020900203071951264,"score_gpt":0.21417796502509107,"score_spread":0.1932777619531398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361274955","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43740973,0.054463774,0.14416768,0.004365872,0.0027962383,0.0004314763,0.004530237,0.0037765463,0.34805837],"genre_scores_gemma":[0.94398,0.010699524,0.01351671,0.0003179776,0.00010070879,0.000085782296,0.001339189,0.00007946567,0.029880617],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99978787,0.000010201189,0.000008677558,0.000025516878,0.00013995562,0.00002786262],"domain_scores_gemma":[0.9999143,0.000015611944,0.000007263109,0.000009619248,0.000044757446,0.000008522345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010602167,0.00030685947,0.0003023487,0.0005440198,0.0003828032,0.0007304908,0.000495526,0.00042843836,0.005362045],"category_scores_gemma":[0.00019760511,0.00012368413,0.00032218208,0.000727105,0.0002883394,0.0010623296,0.00049337663,0.00046937098,0.0010017696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005140122,0.00018215833,0.0025913992,0.0027548836,0.00009289304,0.0010232644,0.00024668808,0.05092566,0.41053474,0.052413035,0.030973155,0.44774815],"study_design_scores_gemma":[0.0000749894,0.0005500469,0.0028333508,0.00030626767,0.00007208244,0.0011293379,0.0002628722,0.12536992,0.55338365,0.0107358135,0.30518943,0.00009222756],"about_ca_topic_score_codex":0.002284712,"about_ca_topic_score_gemma":0.0029082585,"teacher_disagreement_score":0.005362045,"about_ca_system_score_codex":0.0007488696,"about_ca_system_score_gemma":0.00053442514,"threshold_uncertainty_score":0.01793778},"labels":[],"label_agreement":null},{"id":"W4362731267","doi":"10.1142/9789811267390_0001","title":"MicroRNAs (miRNAs) in cancer proliferation: Molecular interactions and possible therapeutic targets","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"microRNA; Cancer; Computational biology; Biology; Cancer research; Genetics; Gene","score_opus":0.02400141783704454,"score_gpt":0.28007589767999996,"score_spread":0.25607447984295545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362731267","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010512489,0.9765745,0.0016317175,0.002348214,0.0014792791,0.000021767222,0.00005450996,0.0000756679,0.016763093],"genre_scores_gemma":[0.007608104,0.9504265,0.0040915003,0.001571489,0.0018230077,0.00007035768,0.00015161677,0.000037848164,0.034219526],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99990153,0.000022181102,0.000007077819,0.000017520912,0.000040320607,0.000011386058],"domain_scores_gemma":[0.99994266,0.000022230894,0.0000064387277,0.000002371646,0.000012503221,0.000013722021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031358656,0.00055850495,0.00062930054,0.0007034648,0.00022556125,0.001190144,0.00050970714,0.0007584998,0.0076902052],"category_scores_gemma":[0.00023714955,0.00021267676,0.00024317094,0.00072805875,0.0003190618,0.000992312,0.00059594895,0.0016508106,0.004816865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016491514,0.00014746793,0.00015249058,0.002953464,0.000030482444,0.00048880593,0.00023207707,0.0004806211,0.031528864,0.0350147,0.109063774,0.81974244],"study_design_scores_gemma":[0.000017113201,0.00007898995,0.0002544034,0.00037737473,0.000017487748,0.0010490112,0.000041575982,0.00013589118,0.0027645226,0.00606201,0.9891908,0.000010917856],"about_ca_topic_score_codex":0.00015622945,"about_ca_topic_score_gemma":0.00046637814,"teacher_disagreement_score":0.0076902052,"about_ca_system_score_codex":0.00048104956,"about_ca_system_score_gemma":0.00036386107,"threshold_uncertainty_score":0.025726259},"labels":[],"label_agreement":null},{"id":"W4362731395","doi":"10.1142/9789811267390_0005","title":"Long non-coding RNAs (lncRNAs) in cancer proliferation: Molecular interactions and possible therapeutic targets","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Long non-coding RNA; Computational biology; Biology; Coding (social sciences); Cancer research; Genetics; RNA; Gene; Sociology","score_opus":0.029158255767931653,"score_gpt":0.3061023026746176,"score_spread":0.27694404690668595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362731395","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001474782,0.8772049,0.003921262,0.006597728,0.0059994594,0.00005532746,0.0002235556,0.00026328026,0.1042597],"genre_scores_gemma":[0.0070853573,0.63903165,0.0073956875,0.004445744,0.0037891548,0.00012044785,0.00041849582,0.00013193343,0.3375816],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99993527,0.000009442556,0.0000035812154,0.000012813725,0.000031586267,0.000007325689],"domain_scores_gemma":[0.99994004,0.00002306792,0.0000053006293,0.0000023611747,0.000015125223,0.000014135146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016549238,0.00060620974,0.00049249304,0.00071014365,0.00037698328,0.001349433,0.00056706025,0.0007979593,0.02130621],"category_scores_gemma":[0.00015910689,0.00019675907,0.00029658334,0.00097107404,0.00034063292,0.0014576751,0.00063013536,0.0018844446,0.011718804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013585527,0.0001486522,0.0001237964,0.002388409,0.00002089134,0.00037116383,0.00031974333,0.0005348048,0.019445535,0.050201327,0.34946477,0.57684505],"study_design_scores_gemma":[0.000006331357,0.00003210337,0.00014014181,0.0002104729,0.0000067190745,0.00041452656,0.000035789726,0.000102324615,0.00094039936,0.0050891913,0.9930155,0.00000651204],"about_ca_topic_score_codex":0.00034805833,"about_ca_topic_score_gemma":0.0010048844,"teacher_disagreement_score":0.02130621,"about_ca_system_score_codex":0.00065189943,"about_ca_system_score_gemma":0.0004647676,"threshold_uncertainty_score":0.07127637},"labels":[],"label_agreement":null},{"id":"W4362731420","doi":"10.1142/9789811267390_0002","title":"MicroRNAs (miRNAs) in cancer metastasis: Molecular interactions and possible therapeutic targets","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"microRNA; Metastasis; Cancer metastasis; Cancer; Biology; Computational biology; Cancer research; Medicine; Gene; Genetics","score_opus":0.028059233039561513,"score_gpt":0.2862910827826792,"score_spread":0.25823184974311764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362731420","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014251346,0.9682648,0.0023238463,0.00293153,0.0016840189,0.000029245766,0.00007459249,0.00009228185,0.02317457],"genre_scores_gemma":[0.011597509,0.91850704,0.0059263236,0.0019480324,0.0017989246,0.00008748637,0.00020297087,0.000050599003,0.05988115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999923,0.00001520268,0.000005296309,0.000014345781,0.00003262338,0.000009556205],"domain_scores_gemma":[0.99995255,0.000018618419,0.000004813596,0.0000015972929,0.000011472783,0.000011023961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000245453,0.00047419345,0.0005173482,0.0006014113,0.00022546835,0.0010057474,0.00044594987,0.0007328692,0.007479232],"category_scores_gemma":[0.00021215402,0.00023449147,0.00025160337,0.00066348765,0.00029860827,0.0009606911,0.00050621066,0.0015352739,0.004072591],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014133017,0.000116265444,0.00018840724,0.0032518744,0.000031113876,0.0005585997,0.00032326696,0.0005692801,0.03734813,0.048021737,0.13169374,0.7777562],"study_design_scores_gemma":[0.000013386444,0.000070016584,0.0002928907,0.0003824194,0.0000165159,0.0009298373,0.00005874581,0.0001872235,0.0033146527,0.00704308,0.9876786,0.000012575353],"about_ca_topic_score_codex":0.0002321335,"about_ca_topic_score_gemma":0.0007367332,"teacher_disagreement_score":0.007479232,"about_ca_system_score_codex":0.00047655177,"about_ca_system_score_gemma":0.0003939196,"threshold_uncertainty_score":0.02502048},"labels":[],"label_agreement":null},{"id":"W4364356989","doi":"10.1142/13439","title":"Point-Set Topology with Topics","year":2023,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Set (abstract data type); Topology (electrical circuits); Point (geometry); Mathematics; Combinatorics; Programming language; Geometry","score_opus":0.028678950516652292,"score_gpt":0.2532931963181159,"score_spread":0.22461424580146364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364356989","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071927393,0.004899428,0.53881925,0.0010561914,0.0025987485,0.0001481451,0.0015317876,0.002150997,0.44160268],"genre_scores_gemma":[0.11578768,0.011969893,0.42932165,0.0006188415,0.0017460004,0.0003128417,0.004369016,0.0023592685,0.43351486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997216,0.000030132782,0.000017113562,0.00005965477,0.0001527733,0.000018721365],"domain_scores_gemma":[0.99976784,0.000060145732,0.000012071149,0.000062202555,0.00006797722,0.00002986644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025862065,0.00084366545,0.000719713,0.001836525,0.00071113073,0.0027733739,0.0010682773,0.0005644299,0.03872835],"category_scores_gemma":[0.00091668137,0.00044161483,0.00060243136,0.0030925176,0.0009107409,0.0028815605,0.0017003542,0.0016217729,0.014607719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031277035,0.000014966651,0.000110118366,0.00028908436,0.000012355491,0.0001292776,0.00016509833,0.0052551073,0.0028563363,0.7323604,0.06387745,0.19489856],"study_design_scores_gemma":[0.000011319063,0.000032090302,0.00018944505,0.00007843039,0.000015671514,0.00062162033,0.00009769342,0.0145538,0.0017142926,0.49611992,0.48654982,0.00001582416],"about_ca_topic_score_codex":0.0004932922,"about_ca_topic_score_gemma":0.0006679129,"teacher_disagreement_score":0.03872835,"about_ca_system_score_codex":0.0005373993,"about_ca_system_score_gemma":0.0003713757,"threshold_uncertainty_score":0.12955928},"labels":[],"label_agreement":null},{"id":"W4364359978","doi":"10.1142/9789811270437_0022","title":"An Inside View of the Tensor Product","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Tensor product; Psychology; Computer science; Mathematics; Pure mathematics","score_opus":0.04145503819684633,"score_gpt":0.2640152678572196,"score_spread":0.2225602296603733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364359978","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016034896,0.012702279,0.14918153,0.0044600954,0.0051416596,0.000021625887,0.00027403946,0.0006695575,0.8259457],"genre_scores_gemma":[0.09084802,0.017506195,0.1128914,0.0040710303,0.008218098,0.00013950747,0.00055758253,0.0028894257,0.7628788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99962234,0.000101962956,0.000015336722,0.000069298614,0.00016017178,0.000030860538],"domain_scores_gemma":[0.99967754,0.0001096515,0.000016534783,0.000066374116,0.00009061329,0.000039343675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005289216,0.0009883234,0.00049457117,0.0012155795,0.0014706055,0.0041441116,0.00080324843,0.0009884721,0.029830875],"category_scores_gemma":[0.0011611196,0.0004954283,0.00056315016,0.0011280602,0.0040580463,0.005608901,0.0013098527,0.0036369108,0.0113624595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004632134,0.000003838343,0.000014501445,0.000027744662,0.0000020764783,0.000017782053,0.00014062945,0.00015664368,0.00027743878,0.95753837,0.02687122,0.01494505],"study_design_scores_gemma":[0.0000019685947,0.000008423751,0.000038621678,0.000043646807,0.0000029283954,0.00010744514,0.000054210446,0.0007926619,0.00032709047,0.6328579,0.36575624,0.000008814975],"about_ca_topic_score_codex":0.0017637585,"about_ca_topic_score_gemma":0.0021045662,"teacher_disagreement_score":0.029830875,"about_ca_system_score_codex":0.0012157145,"about_ca_system_score_gemma":0.0007712484,"threshold_uncertainty_score":0.09979421},"labels":[],"label_agreement":null},{"id":"W4364366840","doi":"10.1142/9789811266539_0011","title":"Social Stock Exchange: The Way Forward for India","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stock exchange; Business; Financial economics; Economics; Finance","score_opus":0.08011327844106732,"score_gpt":0.25834305491061416,"score_spread":0.17822977646954685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364366840","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057109976,0.05781673,0.0019499607,0.06840853,0.011845306,0.00007921757,0.0011066033,0.001009124,0.85207355],"genre_scores_gemma":[0.04096222,0.0401783,0.0028443518,0.008326599,0.0026470814,0.0000705401,0.0010581576,0.00032690377,0.90358585],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995435,0.00005441538,0.00002358381,0.000039720424,0.0002613969,0.00007737784],"domain_scores_gemma":[0.9993549,0.00018511423,0.000047927664,0.0000689388,0.0001778419,0.0001652353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071268063,0.0005985304,0.00028408456,0.0018093323,0.0019843623,0.01024524,0.0007876614,0.0018189264,0.029014342],"category_scores_gemma":[0.0014649635,0.00025258376,0.0003622748,0.0033639257,0.0017956028,0.0043223295,0.0018630179,0.0036233447,0.01105079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023521377,0.000043724962,0.00051915913,0.00019302405,0.000005586444,0.00019744081,0.00080855866,0.00020225364,0.00021046208,0.4157256,0.43123463,0.15083607],"study_design_scores_gemma":[0.000001821178,0.000006675953,0.00049699075,0.00009289097,0.000002046852,0.00006505425,0.0001740009,0.000059424146,0.000109551,0.0066024186,0.992382,0.0000070290016],"about_ca_topic_score_codex":0.012010835,"about_ca_topic_score_gemma":0.017034406,"teacher_disagreement_score":0.029014342,"about_ca_system_score_codex":0.004054022,"about_ca_system_score_gemma":0.006795481,"threshold_uncertainty_score":0.09706265},"labels":[],"label_agreement":null},{"id":"W4366131608","doi":"10.1142/13467","title":"Introduction to the Basics of Real Analysis","year":2023,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","score_opus":0.021993640119718848,"score_gpt":0.2641042982122694,"score_spread":0.24211065809255053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366131608","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009352271,0.061574258,0.05361316,0.00985575,0.0066868304,0.000114630675,0.0010028346,0.0015448807,0.8646725],"genre_scores_gemma":[0.018265123,0.057755183,0.056912098,0.006290279,0.0059238463,0.00026505828,0.0013279787,0.0011875102,0.85207295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993895,0.0001267018,0.000036206948,0.00010059835,0.0003037697,0.00004310734],"domain_scores_gemma":[0.9993299,0.00035693537,0.000029250963,0.00007749784,0.00016206759,0.00004432706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005830089,0.001123748,0.0007827105,0.0014175464,0.0011043535,0.0033952275,0.0010434223,0.00089917396,0.053690813],"category_scores_gemma":[0.0018136781,0.0005624973,0.00085650437,0.0014880139,0.0019344783,0.003013756,0.001576134,0.004722388,0.035489097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014505377,0.000023530276,0.00012218593,0.00036004305,0.000010788644,0.00012296691,0.00066074444,0.0006464572,0.00063094264,0.43308866,0.45959204,0.10472714],"study_design_scores_gemma":[0.0000017937504,0.0000063999537,0.00014535643,0.00016975764,0.0000019542374,0.00014888962,0.000054149245,0.00035040587,0.000093416085,0.055166163,0.94385576,0.0000058852847],"about_ca_topic_score_codex":0.0015774664,"about_ca_topic_score_gemma":0.0022520155,"teacher_disagreement_score":0.053690813,"about_ca_system_score_codex":0.0011759088,"about_ca_system_score_gemma":0.0014204037,"threshold_uncertainty_score":0.17961371},"labels":[],"label_agreement":null},{"id":"W4376117466","doi":"10.1142/9789811270581_0002","title":"Assessing the Effects of ASEAN Liberalised Electricity Markets: The Case of Singapore and the Philippines","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"International economics; Electricity; Business; International trade; Economics; Economic geography; Development economics; Engineering","score_opus":0.051208773352191886,"score_gpt":0.23009424306016754,"score_spread":0.17888546970797564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376117466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93900144,0.0015195508,0.00039889212,0.0025887804,0.000025439509,0.000023702147,0.00090577884,0.000018637182,0.05551786],"genre_scores_gemma":[0.9947279,0.0010408037,0.0001966661,0.00019334749,0.000015643689,0.000015471243,0.00040336009,0.0000059126255,0.003400843],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939454,0.00034138287,0.000016255522,0.00003107741,0.00011008959,0.00010673649],"domain_scores_gemma":[0.9982175,0.00068501313,0.00041653658,0.000061563514,0.00039719578,0.0002221504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012983865,0.0002978508,0.00020004227,0.00044816092,0.0005549603,0.002582089,0.00047423528,0.00058098504,0.0029952088],"category_scores_gemma":[0.0026377772,0.000109334964,0.0004247194,0.0013224058,0.0008208495,0.0018951017,0.0010601651,0.0013368566,0.0002384578],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012789771,0.0015695012,0.40696067,0.0010794798,0.0009845536,0.027737973,0.008395652,0.18524472,0.0061956984,0.17713931,0.05976385,0.12364959],"study_design_scores_gemma":[0.00013023725,0.0009975814,0.7995355,0.00035950332,0.00032416778,0.0013136487,0.033176247,0.07507667,0.0035432656,0.021885447,0.06345855,0.00019920188],"about_ca_topic_score_codex":0.07482137,"about_ca_topic_score_gemma":0.0860798,"teacher_disagreement_score":0.07482137,"about_ca_system_score_codex":0.0024649596,"about_ca_system_score_gemma":0.0014182951,"threshold_uncertainty_score":0.1487717},"labels":[],"label_agreement":null},{"id":"W4379010588","doi":"10.1142/9789811267659_0012","title":"The Theory and Analytics of the Creative Class","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Analytics; Class (philosophy); Computer science; Data science; Artificial intelligence","score_opus":0.061977233392110115,"score_gpt":0.2815576011316661,"score_spread":0.219580367739556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379010588","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02099808,0.0145613495,0.15145177,0.01633756,0.0006913936,0.00006898166,0.00045864764,0.00036763615,0.7950645],"genre_scores_gemma":[0.78236514,0.00810598,0.048976444,0.001232663,0.0012749562,0.0003002159,0.00049493316,0.00037469916,0.15687498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99913824,0.00042600278,0.000030516192,0.00013305798,0.00019360782,0.00007857056],"domain_scores_gemma":[0.9972543,0.002029965,0.00013017406,0.00033045895,0.00013879294,0.00011638329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013657185,0.00060215354,0.00046499848,0.0024387978,0.0014849813,0.009357305,0.0011894596,0.001189409,0.012195166],"category_scores_gemma":[0.00491134,0.0002744026,0.00054148724,0.002708874,0.015594683,0.009569893,0.0018878469,0.0025235969,0.0014215865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001782241,0.0000038903117,0.00007403113,0.000011457153,9.98546e-7,0.0000059398462,0.00034842765,0.00013178609,0.00001823611,0.9933026,0.001733473,0.004367333],"study_design_scores_gemma":[0.0000014691287,0.0000013352673,0.00012646096,0.000015892321,6.860446e-7,0.000009023568,0.00036473258,0.00076074124,0.000040824143,0.97854185,0.020135442,0.000001581961],"about_ca_topic_score_codex":0.0026716767,"about_ca_topic_score_gemma":0.0017615309,"teacher_disagreement_score":0.012195166,"about_ca_system_score_codex":0.002911763,"about_ca_system_score_gemma":0.001622152,"threshold_uncertainty_score":0.040796936},"labels":[],"label_agreement":null},{"id":"W4382699443","doi":"10.1142/9789811263033_0010","title":"Phase Locking and Lyapunov Exponent Behavior in Brain Networks of Epileptic Patients","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto; Ontario Brain Institute; University of Calgary; University of Victoria","funders":"","keywords":"Lyapunov exponent; Neuroscience; Epilepsy; Psychology; Phase locking; Phase (matter); Statistical physics; Physics; Nonlinear system; Quantum mechanics","score_opus":0.04620136703111125,"score_gpt":0.2669213083258313,"score_spread":0.22071994129472003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382699443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9483495,0.0023853802,0.030210176,0.00038021928,0.00005440788,0.0000127909625,0.00024725334,0.00010128781,0.018259034],"genre_scores_gemma":[0.99226636,0.0005861362,0.0021314276,0.000020586434,0.000021402318,0.000008918701,0.00006797882,0.000020839969,0.004876252],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9999869,0.0000038367234,8.170843e-7,0.0000038633098,0.0000027065043,0.0000018667926],"domain_scores_gemma":[0.99990237,0.00007300073,0.000008798841,0.0000045989486,0.0000050086687,0.000006145118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007252058,0.00011270675,0.00007039651,0.0002109287,0.00007600746,0.0002000167,0.00011326029,0.00012513582,0.0016234879],"category_scores_gemma":[0.00062014326,0.000057699723,0.000055282097,0.0001526878,0.00016728419,0.0003395516,0.00010527255,0.00013938651,0.000120606615],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001136574,0.00017800037,0.058299605,0.00035757493,0.00014267935,0.0038306785,0.0035543216,0.0917331,0.20122309,0.18655285,0.011257296,0.44173422],"study_design_scores_gemma":[0.00004709962,0.00045133196,0.19456495,0.00007533068,0.00005232455,0.006638093,0.0010561672,0.4531039,0.018709881,0.3134366,0.011810041,0.000054362812],"about_ca_topic_score_codex":0.00023941231,"about_ca_topic_score_gemma":0.00032346486,"teacher_disagreement_score":0.0016234879,"about_ca_system_score_codex":0.00009417893,"about_ca_system_score_gemma":0.000038351875,"threshold_uncertainty_score":0.0054311156},"labels":[],"label_agreement":null},{"id":"W4383912296","doi":"10.1142/9789811224720_0003","title":"Imported Project Management Practices in Developing Countries: The Problem of Insufficient Adaptation to Local Project Governance Systems in the Construction Sector","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Adaptation (eye); Corporate governance; Business; Project management; Process management; Environmental planning; Environmental resource management; Management; Geography; Economics; Finance","score_opus":0.15904169498911805,"score_gpt":0.35020403303107756,"score_spread":0.1911623380419595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383912296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88542193,0.006104582,0.010423589,0.020874549,0.00017272099,0.00022263001,0.00021001119,0.00007811563,0.07649197],"genre_scores_gemma":[0.99199593,0.0020914748,0.0034424842,0.0011962124,0.000015874097,0.000115534036,0.000058671485,0.00003205304,0.0010517322],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9862185,0.008669643,0.0012241714,0.001046364,0.0017434594,0.0010977039],"domain_scores_gemma":[0.984993,0.007090349,0.0027287595,0.0024125928,0.0018930285,0.0008823177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016718384,0.000342322,0.0005048287,0.0016640106,0.0042023496,0.004983487,0.0009693141,0.00069031614,0.0020463325],"category_scores_gemma":[0.022563858,0.00056067365,0.00028541696,0.0041394625,0.010895419,0.0026665155,0.0066516027,0.0019203129,0.00026081456],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010623654,0.0001171957,0.17318003,0.0018158238,0.00008930832,0.0030739934,0.45860288,0.0018281912,0.0012595988,0.08982856,0.008122385,0.2619758],"study_design_scores_gemma":[0.00005579462,0.00018239128,0.24558257,0.0044253967,0.00007763444,0.0028223677,0.56396246,0.0009728388,0.0012224198,0.02959375,0.1509932,0.00010915214],"about_ca_topic_score_codex":0.020626778,"about_ca_topic_score_gemma":0.024620678,"teacher_disagreement_score":0.020626778,"about_ca_system_score_codex":0.005436124,"about_ca_system_score_gemma":0.009563648,"threshold_uncertainty_score":0.08841634},"labels":[],"label_agreement":null},{"id":"W4385269477","doi":"10.1142/9789811234378_0057","title":"USC Engineer From JPL to USC and Beyond","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Engineering; Aeronautics","score_opus":0.021641803432367192,"score_gpt":0.22619942097878623,"score_spread":0.20455761754641905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385269477","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000688286,0.008185651,0.0013037678,0.017042117,0.010065316,0.000030209414,0.00021570647,0.00031008248,0.96215874],"genre_scores_gemma":[0.0016694467,0.0015470907,0.00032757185,0.0016700756,0.00046898323,0.000011485017,0.000046684796,0.00009726106,0.9941613],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995365,0.000043763313,0.000012638281,0.000075477175,0.0002613624,0.00007033575],"domain_scores_gemma":[0.9994978,0.00005368846,0.000016686103,0.000045232904,0.00030102298,0.000085590924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055082026,0.0007687624,0.00031832897,0.0017054505,0.0033958831,0.0053843176,0.0005704171,0.0021108917,0.09150649],"category_scores_gemma":[0.0013211073,0.00036826055,0.00029962664,0.0018325025,0.001062695,0.003640116,0.0015750607,0.0045751473,0.032758858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008374631,0.000009700318,0.000041050258,0.000026687416,0.0000011029886,0.000036118472,0.00018865909,0.000045032033,0.00016149707,0.05111653,0.8962475,0.05211778],"study_design_scores_gemma":[7.6848954e-7,0.0000019398715,0.00003914765,0.000016627537,7.440845e-7,0.00001701701,0.00003548717,0.000022786133,0.000052103343,0.0015762466,0.9982358,0.0000012881799],"about_ca_topic_score_codex":0.032618586,"about_ca_topic_score_gemma":0.064257406,"teacher_disagreement_score":0.09150649,"about_ca_system_score_codex":0.004546688,"about_ca_system_score_gemma":0.0051317737,"threshold_uncertainty_score":0.30611968},"labels":[],"label_agreement":null},{"id":"W4385269500","doi":"10.1142/9789811234378_0052","title":"Several Pieces from Golomb’s Gambits","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Golomb coding; Linguistics; Communication; Art; Computer science; Psychology; Artificial intelligence; Philosophy","score_opus":0.09338571715907967,"score_gpt":0.2822671895479941,"score_spread":0.18888147238891445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385269500","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024132538,0.008591058,0.005757324,0.019204354,0.0028926323,0.000029768118,0.00013456609,0.00014005328,0.96083707],"genre_scores_gemma":[0.029094506,0.0048646145,0.0037447582,0.0045884335,0.00096639013,0.000042416064,0.00013797659,0.00034618177,0.9562147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999701,0.0000960133,0.000009473561,0.000030509542,0.00012664209,0.000036385372],"domain_scores_gemma":[0.9995524,0.00020312298,0.000014823801,0.000051482377,0.00012194837,0.000056301273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048863597,0.00082792493,0.00035864944,0.0016554971,0.00280114,0.00454762,0.00046048823,0.0011464499,0.04819772],"category_scores_gemma":[0.0026182476,0.0002814614,0.0003001032,0.00151162,0.003255083,0.0048527084,0.0019572051,0.0034597684,0.012219166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003346146,0.00003183222,0.00010948813,0.00008422155,0.000005712937,0.00009614744,0.0016314938,0.00021998695,0.00016302969,0.5533857,0.35827276,0.08596616],"study_design_scores_gemma":[0.000004323581,0.0000069573175,0.00017111751,0.000108101594,0.0000021726007,0.000053959353,0.0004886332,0.00009914995,0.000096513184,0.10970191,0.88926035,0.000006864599],"about_ca_topic_score_codex":0.0057286276,"about_ca_topic_score_gemma":0.018674312,"teacher_disagreement_score":0.04819772,"about_ca_system_score_codex":0.0020845353,"about_ca_system_score_gemma":0.0009869452,"threshold_uncertainty_score":0.16123742},"labels":[],"label_agreement":null},{"id":"W4385269512","doi":"10.1142/9789811234378_0065","title":"In Memoriam: Solomon W. Golomb","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Golomb coding; Art; Computer science; Artificial intelligence","score_opus":0.05886306291001617,"score_gpt":0.34217816982561866,"score_spread":0.28331510691560247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385269512","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028766668,0.033447232,0.00097221124,0.348568,0.54841983,0.000041071373,0.00034001778,0.00033566583,0.067588314],"genre_scores_gemma":[0.0037131573,0.015317695,0.00067985017,0.09843858,0.19327226,0.000062304476,0.00026210485,0.00040473338,0.6878494],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994956,0.00008773183,0.000029964995,0.00008850142,0.00026395576,0.000034287346],"domain_scores_gemma":[0.9978815,0.00072187046,0.00012482013,0.000070676346,0.00093333045,0.00026779255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011360586,0.0011800898,0.0010702646,0.0014166894,0.0026825825,0.0044081416,0.0016807339,0.0027117108,0.08768757],"category_scores_gemma":[0.006095817,0.00034936465,0.00066181284,0.000867721,0.0015990227,0.0055773226,0.0023214424,0.007001803,0.06748263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042237266,0.000002103942,0.0000096837,0.000018794859,8.6946505e-7,0.000017387396,0.000028295237,0.000007371068,0.000010800991,0.0006704621,0.99575704,0.00347298],"study_design_scores_gemma":[0.0000018133823,0.000002895191,0.00004591709,0.000049921975,0.0000017651258,0.00006824944,0.00006622992,0.000016573309,0.00002559137,0.0008550077,0.9988631,0.0000029830492],"about_ca_topic_score_codex":0.0041622776,"about_ca_topic_score_gemma":0.010446737,"teacher_disagreement_score":0.08768757,"about_ca_system_score_codex":0.0018456216,"about_ca_system_score_gemma":0.0013920141,"threshold_uncertainty_score":0.29334414},"labels":[],"label_agreement":null},{"id":"W4385269515","doi":"10.1142/9789811234378_0046","title":"Hadamard Matrix Discovery","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Hadamard transform; Computer science; Mathematics; Mathematical analysis","score_opus":0.017290615802448894,"score_gpt":0.20693882664771246,"score_spread":0.18964821084526357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385269515","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0101628825,0.0074299136,0.5015389,0.0029198057,0.003008999,0.00008439791,0.000772647,0.00170245,0.47238007],"genre_scores_gemma":[0.18764047,0.0076403837,0.3693992,0.0019494974,0.0024777765,0.00021439428,0.0016914203,0.00123929,0.4277476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999278,0.00016912362,0.000023360179,0.00012266233,0.00035791693,0.000048953993],"domain_scores_gemma":[0.99900824,0.00042380168,0.000047267808,0.00026260782,0.00019960782,0.00005845006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067583384,0.00088039314,0.00082608283,0.0019777778,0.0010860307,0.0030528596,0.0011677503,0.0011499642,0.02548798],"category_scores_gemma":[0.0032161523,0.00058668817,0.0006395784,0.0020102884,0.0014505674,0.0029108883,0.0016738726,0.0021004286,0.010230137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003551979,0.000020005646,0.00009279675,0.00010457636,0.000017544193,0.00008171279,0.00009419177,0.0023026774,0.001890341,0.88613355,0.032555547,0.076671585],"study_design_scores_gemma":[0.000010253975,0.000018998806,0.00010427026,0.000055926834,0.000009586384,0.00026660087,0.000042077438,0.018262839,0.003330476,0.8837362,0.094134174,0.000028569697],"about_ca_topic_score_codex":0.00056846614,"about_ca_topic_score_gemma":0.00086814514,"teacher_disagreement_score":0.02548798,"about_ca_system_score_codex":0.0008217953,"about_ca_system_score_gemma":0.0007111622,"threshold_uncertainty_score":0.085265815},"labels":[],"label_agreement":null},{"id":"W4385309945","doi":"10.1142/9789811234378_0040","title":"Early Sol and Family","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","score_opus":0.11886680544011047,"score_gpt":0.25084616362898715,"score_spread":0.13197935818887668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385309945","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008358825,0.007356281,0.0005076175,0.010438029,0.0010484894,0.000031796837,0.0000741322,0.000036186324,0.9721486],"genre_scores_gemma":[0.1854805,0.004398228,0.000442101,0.003970144,0.0003289755,0.0000700106,0.000068848916,0.00008464008,0.80515665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991147,0.00044675262,0.000016846716,0.000098452365,0.00011164992,0.0002117311],"domain_scores_gemma":[0.99951327,0.000099078374,0.000027411272,0.000051670126,0.00011435282,0.0001942117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015495516,0.00058506575,0.00035264733,0.00085834105,0.011607451,0.0058144745,0.0007833712,0.0019970918,0.0550125],"category_scores_gemma":[0.002273691,0.00023378627,0.00019789021,0.0010464261,0.009621458,0.0040183254,0.0043018563,0.0036690978,0.0077330796],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048413654,0.00009079404,0.0006101579,0.000054775217,0.0000030655558,0.0003688064,0.05956146,0.00006141078,0.00017726907,0.79678035,0.08336368,0.058879714],"study_design_scores_gemma":[0.0000055710734,0.000021210495,0.00032678878,0.00017080088,0.0000014989023,0.00011263815,0.018032765,0.000024524768,0.000094967865,0.033204764,0.9479994,0.0000050858507],"about_ca_topic_score_codex":0.018057851,"about_ca_topic_score_gemma":0.046750303,"teacher_disagreement_score":0.0550125,"about_ca_system_score_codex":0.0067234286,"about_ca_system_score_gemma":0.0059188358,"threshold_uncertainty_score":0.18403512},"labels":[],"label_agreement":null},{"id":"W4385309960","doi":"10.1142/9789811234378_0048","title":"SHIFT REGISTER CODERS — THE GOLOMB ALGORITHM","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Golomb coding; Register (sociolinguistics); Computer science; Shift register; Algorithm; Arithmetic; Speech recognition; Mathematics; Telecommunications; Artificial intelligence; Linguistics; Philosophy","score_opus":0.027202910194462457,"score_gpt":0.22011432372891906,"score_spread":0.19291141353445662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385309960","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013071772,0.018416999,0.81866944,0.0013965727,0.0012913747,0.000150912,0.00027551994,0.0040910128,0.14263633],"genre_scores_gemma":[0.1977782,0.014281607,0.5530326,0.0011740162,0.0011458143,0.00024398167,0.0006423072,0.0017894576,0.22991197],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99963796,0.000054063126,0.000012901008,0.000052253665,0.00020620912,0.000036681482],"domain_scores_gemma":[0.99976593,0.00007549248,0.000016739243,0.00005007596,0.000080274614,0.000011519503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027412438,0.000780192,0.00057420164,0.00091460836,0.0005368008,0.0016530755,0.00082658447,0.00094166625,0.01475697],"category_scores_gemma":[0.0010854381,0.00045461897,0.00028388933,0.0018494001,0.00070372794,0.0015135205,0.000690815,0.0013624766,0.008276254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000202351,0.000040265244,0.00011218237,0.00018532772,0.000028734783,0.00005953474,0.00008626392,0.018321533,0.018848807,0.16520882,0.031276967,0.7656291],"study_design_scores_gemma":[0.00008558459,0.0003000545,0.0005968865,0.00028045426,0.000049321523,0.00054316764,0.00008403006,0.18094891,0.054506775,0.19811468,0.5644015,0.00008868634],"about_ca_topic_score_codex":0.0013570227,"about_ca_topic_score_gemma":0.0013582096,"teacher_disagreement_score":0.01475697,"about_ca_system_score_codex":0.0006321212,"about_ca_system_score_gemma":0.0008399324,"threshold_uncertainty_score":0.04936701},"labels":[],"label_agreement":null},{"id":"W4385310038","doi":"10.1142/9789811234378_0003","title":"Solomon Golomb (1932–2016)","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Golomb coding; Computer science; Artificial intelligence","score_opus":0.036672160024619344,"score_gpt":0.25091581494488524,"score_spread":0.2142436549202659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385310038","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011549392,0.12920566,0.0021603408,0.009944797,0.027691254,0.00005684153,0.0008188582,0.00039852053,0.8285688],"genre_scores_gemma":[0.0018212836,0.008551572,0.00022481904,0.00078069215,0.00082471163,0.000011649857,0.00007918797,0.00011248379,0.9875936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998043,0.000019880132,0.0000059795757,0.000047026682,0.000095975425,0.000026919475],"domain_scores_gemma":[0.9998565,0.000033057684,0.000012990679,0.000009221176,0.000049656515,0.00003855826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032079793,0.00092534785,0.0003710772,0.0019945255,0.0011577322,0.00251119,0.0005090315,0.00095418293,0.16897434],"category_scores_gemma":[0.0009934797,0.00026554783,0.00020339244,0.0014245943,0.00068035163,0.002336336,0.0018452466,0.0013764579,0.10085763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002622821,0.000008523511,0.00007204189,0.00013640712,0.000001983936,0.000081906626,0.00019231443,0.00007484987,0.00023512912,0.018809179,0.8294899,0.15087156],"study_design_scores_gemma":[7.6044336e-7,0.0000019194765,0.00004094573,0.000055999495,4.3362033e-7,0.00003532669,0.000019751027,0.000008771706,0.000040052684,0.0011226708,0.99867237,0.000001080975],"about_ca_topic_score_codex":0.0035677468,"about_ca_topic_score_gemma":0.01516434,"teacher_disagreement_score":0.16897434,"about_ca_system_score_codex":0.0016089703,"about_ca_system_score_gemma":0.0011437099,"threshold_uncertainty_score":0.5652755},"labels":[],"label_agreement":null},{"id":"W4385359085","doi":"10.1142/9789811234378_0022","title":"Sol Golomb and a Twice-in-a-Lifetime Celestial Event","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Golomb coding; Event (particle physics); Computer science; Astronomy; Physics; Astrophysics; Artificial intelligence","score_opus":0.01566416575884639,"score_gpt":0.22442702641165244,"score_spread":0.20876286065280605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385359085","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04123923,0.004680162,0.008612848,0.010690595,0.0028768547,0.000026307263,0.0001232822,0.00015882961,0.9315918],"genre_scores_gemma":[0.57757765,0.0020177728,0.003350772,0.0030306585,0.001663739,0.00003537678,0.00016718992,0.00026890595,0.4118879],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998186,0.000054129756,0.0000064042124,0.000033369084,0.000036090907,0.000051409435],"domain_scores_gemma":[0.99976295,0.00008181753,0.000018480192,0.00004810291,0.000031029238,0.000057616682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004552276,0.00040091804,0.0003730843,0.0005577001,0.003369194,0.0035592013,0.00042860338,0.0016767875,0.015937353],"category_scores_gemma":[0.0023819255,0.00019161265,0.00041328027,0.0006334969,0.0031719727,0.0040514856,0.0016765536,0.0024650206,0.0018386933],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070015936,0.0000133279555,0.00015641253,0.00001508735,0.0000050647745,0.00021397068,0.0005465407,0.00020408892,0.00013381314,0.9655745,0.022096284,0.010970881],"study_design_scores_gemma":[0.000027380538,0.000024666573,0.0005553755,0.00004519009,0.0000064284473,0.000475572,0.0006151516,0.0010001584,0.00019258013,0.79682124,0.20022112,0.000015079237],"about_ca_topic_score_codex":0.0051869466,"about_ca_topic_score_gemma":0.007328347,"teacher_disagreement_score":0.015937353,"about_ca_system_score_codex":0.0023245842,"about_ca_system_score_gemma":0.0007269408,"threshold_uncertainty_score":0.05331576},"labels":[],"label_agreement":null},{"id":"W4385359195","doi":"10.1142/9789811234378_0051","title":"Puzzles from <i>LA Times</i>","year":2023,"lang":"he","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Philosophy; Psychology","score_opus":0.03510531617359309,"score_gpt":0.21892932034809617,"score_spread":0.1838240041745031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385359195","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001659334,0.01477981,0.00103591,0.052190144,0.006008876,0.00001405384,0.000071759285,0.00008761521,0.9241525],"genre_scores_gemma":[0.027686289,0.007551488,0.0007052518,0.009265883,0.002627162,0.000025878426,0.00008429083,0.0003203714,0.95173335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994142,0.0002721826,0.000020387217,0.000049319595,0.00016070617,0.000083199244],"domain_scores_gemma":[0.99906594,0.00042308512,0.000046695986,0.00009799887,0.00020623427,0.00016007453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010635519,0.000685525,0.00037750564,0.001755683,0.008645608,0.011241821,0.000673068,0.002174162,0.048416864],"category_scores_gemma":[0.003055043,0.00029845827,0.00028913742,0.0022895825,0.008135852,0.010129766,0.0027005703,0.0059341486,0.012002566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013272869,0.000012788618,0.00003848218,0.000046193414,0.0000023199007,0.000060856215,0.006894914,0.0000433368,0.000064725835,0.39126083,0.582263,0.01929934],"study_design_scores_gemma":[0.000001982907,0.0000018633727,0.000040460116,0.00006199819,9.626746e-7,0.000035630823,0.0021591422,0.000020851052,0.00003824503,0.01723151,0.98040444,0.0000030424599],"about_ca_topic_score_codex":0.011693428,"about_ca_topic_score_gemma":0.03632613,"teacher_disagreement_score":0.048416864,"about_ca_system_score_codex":0.004172447,"about_ca_system_score_gemma":0.003106695,"threshold_uncertainty_score":0.1619705},"labels":[],"label_agreement":null},{"id":"W4385359365","doi":"10.1142/9789811234378_0041","title":"JPL Section 331 — The Space Age Begins","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Section (typography); Space (punctuation); Geology; Computer science; Operating system","score_opus":0.03504141785550435,"score_gpt":0.24003524890716946,"score_spread":0.2049938310516651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385359365","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013965693,0.0026849364,0.00052574096,0.0041045984,0.006157162,0.000021557245,0.00026089657,0.00023536438,0.98587024],"genre_scores_gemma":[0.0012542653,0.0011261301,0.00020531937,0.0021923648,0.0012260011,0.000019182062,0.00016498395,0.00020273196,0.9936091],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942786,0.000059709688,0.000017749759,0.00006921051,0.00032494988,0.00010059895],"domain_scores_gemma":[0.99947923,0.0000967409,0.00002203697,0.00005950351,0.00024584733,0.00009675188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066864374,0.00063883455,0.00046438677,0.0012829767,0.0023769722,0.007593728,0.0010371458,0.0031411871,0.27775142],"category_scores_gemma":[0.0018301264,0.0003422949,0.00043169447,0.0014799112,0.0011422351,0.0058053276,0.0025093346,0.004266034,0.16702877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008596174,0.000012037287,0.000023137247,0.000055735964,6.283755e-7,0.000028191358,0.00013251747,0.000022464004,0.000118768294,0.05413828,0.9132748,0.032184765],"study_design_scores_gemma":[4.781122e-7,0.0000019557729,0.000033768993,0.000022391216,3.1080006e-7,0.000009783369,0.000020238329,0.0000070947613,0.000025093575,0.0023420968,0.9975356,0.0000011133905],"about_ca_topic_score_codex":0.013699842,"about_ca_topic_score_gemma":0.01653672,"teacher_disagreement_score":0.27775142,"about_ca_system_score_codex":0.0029403877,"about_ca_system_score_gemma":0.0025655937,"threshold_uncertainty_score":0.9291711},"labels":[],"label_agreement":null},{"id":"W4385359559","doi":"10.1142/9789811234378_0063","title":"Sol — Too Famous for a Stamp","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Art; Computer science","score_opus":0.11979426778526776,"score_gpt":0.30256444962622725,"score_spread":0.1827701818409595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385359559","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00063342677,0.007836444,0.0019396726,0.031677052,0.010678088,0.000021858223,0.0001298606,0.00022407253,0.9468595],"genre_scores_gemma":[0.008998058,0.0028716137,0.0008619768,0.010027132,0.002949981,0.000034801196,0.00009085029,0.00037494858,0.9737906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929774,0.00022792185,0.000024545328,0.00010144788,0.00027264605,0.000075617405],"domain_scores_gemma":[0.9991399,0.00025333778,0.000048044694,0.000119109936,0.0003077925,0.00013187173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012313658,0.00086242944,0.00064300135,0.0026616,0.0041986858,0.008044777,0.00073347497,0.002438307,0.07816055],"category_scores_gemma":[0.0037175012,0.00033985946,0.00044378647,0.0020329035,0.0053554466,0.011062782,0.0029936626,0.0059808036,0.035272695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021711108,0.000017283242,0.000054673823,0.000048445716,0.0000044582234,0.00003615243,0.0005696556,0.000059184982,0.00009603025,0.5650025,0.40461397,0.02947595],"study_design_scores_gemma":[0.0000031057327,0.000004813952,0.00001787894,0.00004645452,0.0000012372357,0.000026809717,0.00013223934,0.0000371556,0.000038946942,0.044727866,0.95496017,0.0000033124734],"about_ca_topic_score_codex":0.0035871954,"about_ca_topic_score_gemma":0.008509101,"teacher_disagreement_score":0.07816055,"about_ca_system_score_codex":0.0040484387,"about_ca_system_score_gemma":0.0023155105,"threshold_uncertainty_score":0.26147312},"labels":[],"label_agreement":null},{"id":"W4385360047","doi":"10.1142/9789811234378_0038","title":"Elhanan Golomb","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Golomb coding; Computer science; Artificial intelligence","score_opus":0.05775934554853349,"score_gpt":0.26075024681211795,"score_spread":0.20299090126358446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385360047","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022544812,0.009771913,0.0006922055,0.0036655944,0.0022229753,0.000022321621,0.00017500477,0.00029424627,0.98293024],"genre_scores_gemma":[0.00041103453,0.0017305019,0.00016818987,0.0006069057,0.00011670521,0.000006543033,0.000053841162,0.00008344237,0.99682295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997701,0.000026123273,0.0000045774914,0.000049039747,0.000115875504,0.000034327524],"domain_scores_gemma":[0.9997609,0.000045515513,0.0000091640495,0.000017317952,0.00011303887,0.000054047403],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034883482,0.0010479145,0.00048727152,0.0017010827,0.0022587015,0.003870393,0.0007674627,0.0012737766,0.3956927],"category_scores_gemma":[0.000894885,0.0003735404,0.00026910534,0.0012707127,0.0005813631,0.0029535014,0.0021128764,0.0019767212,0.3444215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008055174,0.000012514777,0.000028542929,0.000040775856,9.660379e-7,0.000020494219,0.00008386314,0.000033283522,0.00007851923,0.009413268,0.9279787,0.062301084],"study_design_scores_gemma":[8.982096e-7,0.0000015856936,0.00002856965,0.000027019601,6.290213e-7,0.000019842893,0.000047792393,0.000013737509,0.000028842423,0.0008853335,0.9989446,0.0000011673353],"about_ca_topic_score_codex":0.0045649153,"about_ca_topic_score_gemma":0.018764054,"teacher_disagreement_score":0.6043073,"about_ca_system_score_codex":0.0011880255,"about_ca_system_score_gemma":0.0014043995,"threshold_uncertainty_score":0.861971},"labels":[],"label_agreement":null},{"id":"W4385361429","doi":"10.1142/9789811234378_0060","title":"BUSY SIGNALS","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","score_opus":0.06952259380982612,"score_gpt":0.2693792117913128,"score_spread":0.19985661798148668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385361429","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032506385,0.0006769432,0.003982897,0.0008039426,0.0010227052,0.00002812025,0.00020783958,0.0010594174,0.99189305],"genre_scores_gemma":[0.0016104588,0.00036412984,0.00049571006,0.00029050044,0.00014528519,0.000014434834,0.00012865727,0.00024587626,0.996705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996105,0.000045942335,0.000008620068,0.00007205383,0.00019643991,0.00006652835],"domain_scores_gemma":[0.99946314,0.00010611543,0.000019634586,0.00009489294,0.0001752943,0.00014091474],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036956585,0.001281463,0.0005342183,0.0013638325,0.0020135236,0.0054866667,0.0013123277,0.0016933735,0.55274415],"category_scores_gemma":[0.0016224363,0.00054447574,0.00046389675,0.0010743268,0.0008285239,0.0035396398,0.0028509803,0.0024024395,0.43112957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000683313,0.00003744539,0.00007676491,0.0000851394,0.000003708218,0.00006686461,0.00028588125,0.00011148552,0.0012453956,0.037368216,0.7744695,0.18618126],"study_design_scores_gemma":[0.0000037845489,0.000013709454,0.00007778164,0.000041825173,0.00000276647,0.00006175308,0.0001262682,0.00012270601,0.0002744227,0.004448769,0.9948198,0.000006404953],"about_ca_topic_score_codex":0.0029615122,"about_ca_topic_score_gemma":0.00544032,"teacher_disagreement_score":0.44725585,"about_ca_system_score_codex":0.0009367918,"about_ca_system_score_gemma":0.0010929097,"threshold_uncertainty_score":0.63795614},"labels":[],"label_agreement":null},{"id":"W4385361545","doi":"10.1142/9789811234378_0042","title":"<i>Life Magazine</i> — Explorer One","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Art","score_opus":0.09295946542161967,"score_gpt":0.2900337956589918,"score_spread":0.19707433023737211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385361545","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026439593,0.011868687,0.002188739,0.01384903,0.020747907,0.00006680375,0.0011565301,0.002116481,0.9477414],"genre_scores_gemma":[0.0005779554,0.0028732244,0.0005935058,0.0047365637,0.005132981,0.000035632558,0.0005291673,0.0010301645,0.9844907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993617,0.00007218478,0.000019916333,0.00007497267,0.00041366837,0.000057658955],"domain_scores_gemma":[0.998042,0.0006737486,0.00007237134,0.00017010405,0.0005705066,0.00047133933],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010036133,0.0013374494,0.00087299995,0.0033974436,0.0018804561,0.008065489,0.00099556,0.0018015115,0.43009454],"category_scores_gemma":[0.0030770341,0.00046529027,0.00063118513,0.0030735414,0.00085502444,0.005626697,0.0026765054,0.0031711147,0.33140236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006495578,0.0000065828976,0.000013559513,0.000055183984,0.0000010427661,0.00001053669,0.000043848726,0.000006352646,0.00012094017,0.002269069,0.9615324,0.03593393],"study_design_scores_gemma":[0.000001212907,0.000003626428,0.000044795637,0.000042601536,9.5121663e-7,0.000024776986,0.0000387174,0.00001019612,0.000042547534,0.000803006,0.99898523,0.0000024000403],"about_ca_topic_score_codex":0.0013787906,"about_ca_topic_score_gemma":0.004154892,"teacher_disagreement_score":0.43009454,"about_ca_system_score_codex":0.00096437114,"about_ca_system_score_gemma":0.0009661991,"threshold_uncertainty_score":0.81290096},"labels":[],"label_agreement":null},{"id":"W4385361906","doi":"10.1142/9789811234378_0059","title":"Sol — Digital Pioneer, Sol Golomb Celebrates 50 Years at USC","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Golomb coding; Art; History; Computer science; Artificial intelligence","score_opus":0.0203641304462989,"score_gpt":0.22249495334027578,"score_spread":0.20213082289397688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385361906","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024383948,0.021114353,0.0012016412,0.03873228,0.01918219,0.000042338168,0.00050285034,0.0010132043,0.9157727],"genre_scores_gemma":[0.0027480726,0.0020801136,0.0003166613,0.0023840345,0.0008876793,0.00001126093,0.00006159295,0.00017466146,0.99133587],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960786,0.000029405708,0.000007806702,0.000048076457,0.00023777375,0.00006905042],"domain_scores_gemma":[0.9995291,0.000057576734,0.000018879466,0.000026931475,0.00017545524,0.0001920757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007340225,0.00074721326,0.00034991847,0.001871472,0.0034094367,0.0059822155,0.00050241384,0.0020561833,0.10336073],"category_scores_gemma":[0.0013109209,0.00026426985,0.00035484968,0.001231088,0.0011066609,0.0033953844,0.0018164001,0.003314763,0.040431965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013174991,0.000014030832,0.00006069236,0.000023989998,0.0000015604658,0.00003303177,0.00007766114,0.000028152843,0.00020300594,0.015475783,0.95160055,0.03246844],"study_design_scores_gemma":[0.0000013679231,0.0000041205208,0.000047684396,0.000019431032,7.0231897e-7,0.00002297497,0.000037081292,0.000022924367,0.000108137865,0.00090652506,0.99882716,0.0000018936986],"about_ca_topic_score_codex":0.00912271,"about_ca_topic_score_gemma":0.04224558,"teacher_disagreement_score":0.10336073,"about_ca_system_score_codex":0.004234727,"about_ca_system_score_gemma":0.0031446142,"threshold_uncertainty_score":0.34577608},"labels":[],"label_agreement":null},{"id":"W4385362683","doi":"10.1142/9789811234378_0054","title":"<i>Word Ways</i> Selections","year":2023,"lang":"he","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Word (group theory); Linguistics; Computer science; Natural language processing; Philosophy","score_opus":0.04543467307747142,"score_gpt":0.2666365240787056,"score_spread":0.22120185100123416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385362683","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035131202,0.002298415,0.004231499,0.0014316767,0.0082575455,0.00007664839,0.0016242341,0.0012402507,0.9804883],"genre_scores_gemma":[0.0014416763,0.0011473657,0.0015187267,0.0006250431,0.0012349657,0.00005233916,0.0008617956,0.0015324027,0.9915856],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972814,0.0000354024,0.0000144125315,0.000042448057,0.00015215795,0.000027391368],"domain_scores_gemma":[0.9992587,0.00018195168,0.000025695355,0.000071420116,0.00036144612,0.000100751655],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028765513,0.0015393368,0.0010535185,0.0029316633,0.0016196604,0.004690674,0.0010617747,0.00064824877,0.52309865],"category_scores_gemma":[0.0015119461,0.00045030378,0.0005336895,0.0036260744,0.00056008744,0.0038968264,0.0011671842,0.0016342883,0.35839722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025729132,0.000009545107,0.000017985894,0.00011435568,0.000001761135,0.000033704586,0.00007081408,0.000025629386,0.0006644946,0.0129963765,0.9294535,0.056586217],"study_design_scores_gemma":[0.0000028932502,0.0000062770405,0.000048620088,0.000048786365,0.0000017566316,0.000043257874,0.000050621155,0.000042111584,0.0002719334,0.0026600622,0.9968189,0.000004725036],"about_ca_topic_score_codex":0.0019155043,"about_ca_topic_score_gemma":0.005603595,"teacher_disagreement_score":0.52309865,"about_ca_system_score_codex":0.0008196461,"about_ca_system_score_gemma":0.00048513338,"threshold_uncertainty_score":0.6802419},"labels":[],"label_agreement":null},{"id":"W4385365063","doi":"10.1142/9789811234378_0047","title":"Eight JPL <i>Lab Oratory</i> Issues","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Aeronautics; Engineering","score_opus":0.03637314421486319,"score_gpt":0.2654243614325233,"score_spread":0.22905121721766009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385365063","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038297698,0.0058961376,0.0011765198,0.01324746,0.035232008,0.00011816265,0.0011521953,0.0010843964,0.94171023],"genre_scores_gemma":[0.0008840627,0.0013114142,0.00043454894,0.0027598098,0.0041780584,0.000044645134,0.0006355294,0.00041824172,0.9893337],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990127,0.000090496564,0.00002879879,0.00009778007,0.000596278,0.00017392922],"domain_scores_gemma":[0.998606,0.00016749294,0.000047844867,0.00013616234,0.00049920054,0.0005433332],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017692584,0.0009452241,0.0006916806,0.0024704307,0.0029591925,0.011152062,0.0018744513,0.0033361223,0.5292009],"category_scores_gemma":[0.0022624764,0.0005455878,0.0010857742,0.0027845611,0.00082121015,0.004989662,0.0027099715,0.0035380442,0.26822865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010301388,0.000023822644,0.000021573132,0.000038700466,9.884867e-7,0.000014629221,0.000011375519,0.00002040492,0.000119095166,0.0019009765,0.97268033,0.025157848],"study_design_scores_gemma":[0.000004336573,0.000008243257,0.000105873536,0.000031785086,0.000001925242,0.000012396505,0.00002361369,0.000033771415,0.000057867477,0.0009260395,0.9987903,0.0000039033494],"about_ca_topic_score_codex":0.008622083,"about_ca_topic_score_gemma":0.023310715,"teacher_disagreement_score":0.4707991,"about_ca_system_score_codex":0.0032386314,"about_ca_system_score_gemma":0.0026750662,"threshold_uncertainty_score":0.67153776},"labels":[],"label_agreement":null},{"id":"W4385367374","doi":"10.1142/9789811234378_0053","title":"Marketing in USA","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Marketing and Advertising Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Business; Marketing","score_opus":0.03448053928883042,"score_gpt":0.22708195994228603,"score_spread":0.1926014206534556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385367374","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045632033,0.009772642,0.0001539162,0.0044451673,0.0027183895,0.000012633489,0.00021186926,0.00012744254,0.9821016],"genre_scores_gemma":[0.002487472,0.003536527,0.00011321208,0.0016248641,0.0004578461,0.000015325946,0.00014258831,0.000045682486,0.9915765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970275,0.000029283512,0.000010181466,0.000058275775,0.00015313219,0.00004644741],"domain_scores_gemma":[0.999767,0.000034933764,0.0000144912665,0.00002259153,0.00009063782,0.00007029303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003482985,0.0006666734,0.00041265666,0.0019691733,0.00213778,0.0052520013,0.00034764627,0.0016755626,0.21658139],"category_scores_gemma":[0.00077822764,0.0002825605,0.00024198585,0.0026210085,0.0006151438,0.0030818824,0.0014808372,0.0021615082,0.10250668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007236831,0.000026729833,0.00015979487,0.00004735272,0.0000015230524,0.000034600536,0.00011439579,0.000035371548,0.0001975195,0.020441996,0.8435437,0.13538976],"study_design_scores_gemma":[7.823032e-7,0.000002695038,0.00028455042,0.000048056503,8.672944e-7,0.000019567953,0.00004194442,0.000025296527,0.000030094136,0.0008330212,0.9987118,0.0000013176569],"about_ca_topic_score_codex":0.011930008,"about_ca_topic_score_gemma":0.05229166,"teacher_disagreement_score":0.21658139,"about_ca_system_score_codex":0.002014438,"about_ca_system_score_gemma":0.002366242,"threshold_uncertainty_score":0.7245369},"labels":[],"label_agreement":null},{"id":"W4385519448","doi":"10.1142/9789811273926_0030","title":"Rigorous Results in the Sherrington–Kirkpatrick Model","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology","score_opus":0.07683866000441643,"score_gpt":0.2937339001943219,"score_spread":0.21689524018990547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385519448","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025798744,0.015839633,0.3898077,0.010232359,0.0023193695,0.0000527373,0.0004791836,0.00029617103,0.5551741],"genre_scores_gemma":[0.6777462,0.01925892,0.082630895,0.003522746,0.004816426,0.00024698296,0.00091860647,0.0011367465,0.20972253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99893385,0.00034967373,0.000051382067,0.00010417523,0.00045493414,0.000106029715],"domain_scores_gemma":[0.998262,0.0008380145,0.00012633589,0.00030096897,0.000344593,0.00012804166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023108514,0.001291983,0.001840426,0.0017435888,0.0015197059,0.003343209,0.0026606685,0.002188341,0.010377761],"category_scores_gemma":[0.00629546,0.000612324,0.0016263556,0.001796788,0.0048902044,0.006365829,0.0026940436,0.004925008,0.00238556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002488042,0.000004685151,0.0000072284133,0.000014042477,0.0000033281012,0.000008908993,0.000014793486,0.0015424755,0.0000608692,0.9964635,0.0011308386,0.000746905],"study_design_scores_gemma":[0.0000023542636,0.0000017674168,0.00002182942,0.0000077058585,0.0000015295163,0.000009004877,0.000009404624,0.0073068836,0.000029743644,0.99033797,0.0022677553,0.0000041164158],"about_ca_topic_score_codex":0.003747882,"about_ca_topic_score_gemma":0.002264199,"teacher_disagreement_score":0.010377761,"about_ca_system_score_codex":0.0031905065,"about_ca_system_score_gemma":0.0017275459,"threshold_uncertainty_score":0.034717083},"labels":[],"label_agreement":null},{"id":"W4386328805","doi":"10.1142/9789811273476_0001","title":"Circuits of Organizational Stories: Wineries, History, and the Performance of Place","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Theater, Performance, and Music History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Business; Computer science","score_opus":0.03043054385481937,"score_gpt":0.17874548636272058,"score_spread":0.14831494250790123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386328805","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011315016,0.004604986,0.0012072573,0.0076389364,0.00024336907,0.000010791525,0.000059668608,0.0000271031,0.97489285],"genre_scores_gemma":[0.7699341,0.0038179196,0.0006378696,0.0014160706,0.00041265023,0.000045178633,0.00010472688,0.00010232236,0.22352904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99948514,0.00025711808,0.000009045646,0.00004761121,0.000103384016,0.00009767258],"domain_scores_gemma":[0.9991441,0.00047973794,0.000070158974,0.00006652864,0.00008141517,0.00015803575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005566611,0.00031118077,0.0001915489,0.0009335971,0.005414239,0.013684979,0.0009620631,0.0014034924,0.028518802],"category_scores_gemma":[0.0023826715,0.00018124675,0.000109358945,0.0019215452,0.0128777595,0.007825923,0.002416306,0.0017466124,0.0013509195],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002296936,0.0000098948385,0.0001892776,0.000031324213,0.0000016371333,0.000043265976,0.013106546,0.00006935769,0.00005346432,0.9441476,0.027059844,0.015264748],"study_design_scores_gemma":[0.000013760493,0.00002046502,0.0014177064,0.0001643737,0.000005556683,0.0000775909,0.040397387,0.00022165378,0.00019232654,0.25223437,0.7052462,0.000008694009],"about_ca_topic_score_codex":0.00856562,"about_ca_topic_score_gemma":0.022892741,"teacher_disagreement_score":0.028518802,"about_ca_system_score_codex":0.003733201,"about_ca_system_score_gemma":0.0020425112,"threshold_uncertainty_score":0.09540486},"labels":[],"label_agreement":null},{"id":"W4386328810","doi":"10.1142/9789811273476_0006","title":"Disrupting the Historic Narrative: Writing My Subjective Self into the Story of French-Canadian Feminist Icon, Madeleine Parent (1918–2012)","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Icon; Narrative; History; Visual arts; Art; Psychology; Gender studies; Psychoanalysis; Literature; Sociology; Computer science","score_opus":0.025808171595065422,"score_gpt":0.2537700590934734,"score_spread":0.22796188749840796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386328810","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10768286,0.051574275,0.0026063414,0.121116824,0.0037674028,0.00005454016,0.00048199552,0.00012919109,0.7125866],"genre_scores_gemma":[0.7506651,0.009943259,0.00071274245,0.007831704,0.00049104076,0.00004441901,0.00010255561,0.0002648691,0.22994426],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985227,0.0005812198,0.000014214642,0.00014448167,0.00030190664,0.0004356148],"domain_scores_gemma":[0.9988501,0.00045662676,0.00007407088,0.000036166355,0.00031905362,0.0002640166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019761813,0.00077443256,0.00034705055,0.0013800097,0.037749484,0.010785946,0.0013999477,0.0032796473,0.00751191],"category_scores_gemma":[0.0033465615,0.00034726466,0.00023446331,0.0022645881,0.03104158,0.0043770615,0.0030592664,0.004910865,0.0006073094],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002624717,0.000009634684,0.0006112161,0.000057818248,0.000004467803,0.00062515656,0.6932609,0.00010572235,0.00022471933,0.20301227,0.09154927,0.010512625],"study_design_scores_gemma":[0.000002053329,0.0000052130445,0.0010827505,0.00019152735,0.000004842521,0.0002230169,0.28135803,0.000040516556,0.00018305267,0.0030667605,0.7138233,0.000018944615],"about_ca_topic_score_codex":0.937891,"about_ca_topic_score_gemma":0.9754792,"teacher_disagreement_score":0.08099419,"about_ca_system_score_codex":0.08099419,"about_ca_system_score_gemma":0.040558156,"threshold_uncertainty_score":0.58765674},"labels":[],"label_agreement":null},{"id":"W4386328920","doi":"10.1142/9789811273476_0009","title":"Entrepreneurship is “Beyond” History: Poetic Storytelling and Nonlinear Time at the University of Waterloo","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Storytelling; Poetry; Entrepreneurship; Nonlinear system; Sociology; Political science; Art; Literature; Physics; Narrative; Law","score_opus":0.05759885670675032,"score_gpt":0.2113703150957186,"score_spread":0.15377145838896827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386328920","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0615859,0.007064381,0.00290808,0.044438582,0.0006305418,0.000039767354,0.00009173725,0.00007785268,0.88316315],"genre_scores_gemma":[0.5908292,0.004891022,0.0010494401,0.0014909664,0.00020390865,0.00004494237,0.0000385881,0.00016919184,0.40128267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99937856,0.00031578753,0.00000828142,0.00005192069,0.0001110206,0.00013429573],"domain_scores_gemma":[0.9989722,0.00055061746,0.00004608843,0.000044653272,0.00006305005,0.00032351696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096598966,0.0002516739,0.00020448216,0.0007787276,0.012242082,0.010363417,0.00069187867,0.0012816009,0.011126518],"category_scores_gemma":[0.0020219907,0.00021224911,0.00015490701,0.0016652225,0.014569127,0.0057548448,0.003152518,0.002487024,0.00067686616],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026165044,0.00003568127,0.0007258907,0.000048830643,0.000003705242,0.00032206997,0.20101584,0.00019124389,0.00025447673,0.68756217,0.07829727,0.03151671],"study_design_scores_gemma":[0.0000062392796,0.00001215092,0.00083574076,0.00013378708,0.00000290632,0.00008857835,0.08784475,0.00025632855,0.00024186859,0.049174886,0.8613916,0.000011146421],"about_ca_topic_score_codex":0.13480556,"about_ca_topic_score_gemma":0.36239856,"teacher_disagreement_score":0.86519444,"about_ca_system_score_codex":0.010607227,"about_ca_system_score_gemma":0.009330714,"threshold_uncertainty_score":0.2680418},"labels":[],"label_agreement":null},{"id":"W4386328974","doi":"10.1142/9789811273513_0003","title":"Lest We Forget: The Zen Centers’ Storytelling of Their Controversial Founding Abbots","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; Mount Saint Vincent University","funders":"","keywords":"Storytelling; History; Geography; Art; Narrative; Literature","score_opus":0.07187180813303969,"score_gpt":0.27215649154265426,"score_spread":0.20028468340961458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386328974","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030578833,0.009611971,0.0014137354,0.07932558,0.001935526,0.00001665626,0.000085471765,0.00007139444,0.8769609],"genre_scores_gemma":[0.7589116,0.003270999,0.00064911746,0.014498459,0.0010872823,0.000038604692,0.00006638771,0.00026330195,0.22121434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99834955,0.0009267977,0.000017463513,0.00013947958,0.00023400488,0.00033272695],"domain_scores_gemma":[0.998697,0.00087086123,0.000070749746,0.00009115934,0.00011401712,0.00015621822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026533762,0.00051630085,0.0003585689,0.0016467825,0.018571163,0.015245866,0.0011116766,0.0044163233,0.0100593455],"category_scores_gemma":[0.0039995047,0.00033625597,0.00025737647,0.002800787,0.033326752,0.011753503,0.0043592476,0.009862901,0.0012116757],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030924974,0.000008631689,0.00013262054,0.000025394656,0.000003920399,0.00016570344,0.14324646,0.000056248115,0.00010269311,0.7934247,0.05809324,0.004709445],"study_design_scores_gemma":[0.000011653016,0.000007796235,0.0005215271,0.000117201605,0.0000060875254,0.00012567916,0.08311715,0.00014999653,0.00025029728,0.10304285,0.81263214,0.000017621021],"about_ca_topic_score_codex":0.02960172,"about_ca_topic_score_gemma":0.058612403,"teacher_disagreement_score":0.02960172,"about_ca_system_score_codex":0.010697543,"about_ca_system_score_gemma":0.004349992,"threshold_uncertainty_score":0.07761645},"labels":[],"label_agreement":null},{"id":"W4386329018","doi":"10.1142/9789811273490_0001","title":"<i>When the Salmon Spoke</i>: A Community-led, Storied Resilience from and Resistance to Colonial Violence","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Resistance (ecology); Resilience (materials science); Colonialism; Sociology; Geography; Ecology; Biology; Archaeology; Materials science","score_opus":0.0312526346420241,"score_gpt":0.27032820559263715,"score_spread":0.23907557095061305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386329018","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11304685,0.00621535,0.0019236102,0.08666101,0.002079985,0.00013370928,0.00009314652,0.000091957,0.78975433],"genre_scores_gemma":[0.6693275,0.002116116,0.0008559652,0.00929965,0.00025065558,0.00010416613,0.00005013279,0.00012314595,0.31787276],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993777,0.00028725926,0.000009042122,0.00005464816,0.000075524724,0.00019579778],"domain_scores_gemma":[0.9995628,0.000087369015,0.00006144651,0.000035203113,0.0000504156,0.00020274402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011640338,0.0003235944,0.00018663426,0.00038394512,0.01365349,0.0071688783,0.0008774896,0.0015823684,0.009440409],"category_scores_gemma":[0.0014888169,0.00021520657,0.00012238354,0.00072651,0.02289886,0.0043696226,0.0049687596,0.0038417776,0.00085495313],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018493136,0.000031647425,0.001586796,0.00009173805,0.0000067155765,0.0005750607,0.5401738,0.00007170937,0.0003882908,0.3365924,0.09051978,0.029943587],"study_design_scores_gemma":[0.000005818328,0.000026956735,0.0025324018,0.00030874516,0.000005266291,0.00025263653,0.31763616,0.00007063968,0.00028040237,0.026157912,0.6527088,0.0000142485505],"about_ca_topic_score_codex":0.0604863,"about_ca_topic_score_gemma":0.16225332,"teacher_disagreement_score":0.0604863,"about_ca_system_score_codex":0.005507064,"about_ca_system_score_gemma":0.012333591,"threshold_uncertainty_score":0.12026852},"labels":[],"label_agreement":null},{"id":"W4386329110","doi":"10.1142/9789811273476_0003","title":"Women at the Margins: Tales from the Agribusiness Field in Nova Scotia","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University; Dalhousie University","funders":"","keywords":"Nova scotia; Agribusiness; Nova (rocket); Field (mathematics); Geography; Political science; Forestry; Archaeology; Engineering; Mathematics; Aeronautics; Agriculture","score_opus":0.03464518892683848,"score_gpt":0.23242179389936757,"score_spread":0.19777660497252908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386329110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4391408,0.033649076,0.00033868532,0.15415345,0.0028729353,0.000108149456,0.00030706983,0.00003221127,0.36939758],"genre_scores_gemma":[0.75133383,0.013443689,0.00021268376,0.016134147,0.0002926726,0.000053331267,0.00007816278,0.000072360075,0.21837911],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986197,0.0003054019,0.000018729608,0.00008037244,0.00016691066,0.0008089524],"domain_scores_gemma":[0.99860686,0.00038592852,0.00006913572,0.000020931395,0.00015301231,0.0007642179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001149696,0.00045908766,0.0004712891,0.0012091238,0.038008504,0.0071496395,0.0012181875,0.0026263164,0.0068834648],"category_scores_gemma":[0.0023547828,0.00035278755,0.00020165183,0.002693047,0.008602017,0.0023133503,0.0058940854,0.0046233153,0.00049156696],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049002458,0.000028242821,0.0035360984,0.00016830409,0.0000057537245,0.0019826447,0.8767952,0.000047605092,0.00044737017,0.025773406,0.06922288,0.0219435],"study_design_scores_gemma":[0.000004221511,0.000011621368,0.012045817,0.00028869545,0.0000047366775,0.00011377365,0.76165366,0.000016711996,0.000053010568,0.00091019913,0.22488643,0.000011001872],"about_ca_topic_score_codex":0.94418323,"about_ca_topic_score_gemma":0.9877908,"teacher_disagreement_score":0.05581677,"about_ca_system_score_codex":0.036560338,"about_ca_system_score_gemma":0.05621729,"threshold_uncertainty_score":0.2652651},"labels":[],"label_agreement":null},{"id":"W4386329112","doi":"10.1142/9789811273490_0002","title":"“We Cannot Cut the Tree if We Don’t Have Permission from its Mother”: Kukama Resistance through Life-affirming Cosmologies","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Victoria","funders":"","keywords":"Permission; Resistance (ecology); Tree (set theory); Genealogy; Computer science; Combinatorics; Mathematics; Philosophy; History; Biology; Epistemology; Ecology","score_opus":0.09308499069880005,"score_gpt":0.30474560782528226,"score_spread":0.2116606171264822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386329112","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10097215,0.013263897,0.0034064131,0.049734753,0.0021922248,0.00007433062,0.000052082763,0.00009371384,0.8302105],"genre_scores_gemma":[0.8397999,0.0025502376,0.0014737406,0.008230392,0.00023070641,0.00013483051,0.000025438805,0.000101262565,0.14745356],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989133,0.0005436253,0.000027604596,0.000108842505,0.000099870726,0.00030666217],"domain_scores_gemma":[0.9995023,0.00021128629,0.000052049487,0.000061018676,0.00007353305,0.000099742916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001658197,0.0005066012,0.00036187473,0.0003850099,0.017574644,0.006408878,0.0008690345,0.0028113495,0.004906444],"category_scores_gemma":[0.001991483,0.0004099925,0.00025694765,0.0005412555,0.025042323,0.009209292,0.005005967,0.00791444,0.0011140879],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030120547,0.000037869595,0.0004751708,0.00006196943,0.0000060284083,0.00018619529,0.25191358,0.000051202293,0.0003726595,0.71407795,0.023993697,0.008793558],"study_design_scores_gemma":[0.000027803833,0.00004386907,0.0015322015,0.00040256526,0.000027371418,0.00034710826,0.21558477,0.00017647467,0.00060377363,0.15880859,0.62239206,0.000053428765],"about_ca_topic_score_codex":0.008985081,"about_ca_topic_score_gemma":0.024478953,"teacher_disagreement_score":0.017574644,"about_ca_system_score_codex":0.003164336,"about_ca_system_score_gemma":0.0042229905,"threshold_uncertainty_score":0.022958994},"labels":[],"label_agreement":null},{"id":"W4386329127","doi":"10.1142/9789811273476_0002","title":"Haunted Houses: Addressing Archival Silences in Business (Hi)Storytelling","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Storytelling; History; Art; Visual arts; Literature; Narrative","score_opus":0.10673857253967964,"score_gpt":0.2323042270781414,"score_spread":0.12556565453846177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386329127","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14118731,0.009634067,0.021864792,0.027155891,0.0015486944,0.00011927179,0.000170607,0.00084325124,0.7974761],"genre_scores_gemma":[0.8008285,0.0038572438,0.006373931,0.0034854242,0.0005350342,0.00011720346,0.00017694866,0.0005946755,0.18403101],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982035,0.0010838634,0.000032984313,0.00008245901,0.00037570033,0.0002214784],"domain_scores_gemma":[0.99437404,0.004214887,0.00024016266,0.00030719847,0.0003696764,0.00049400015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027167576,0.00043899158,0.00019400327,0.0009774333,0.0065446757,0.011629212,0.0019096214,0.0025963008,0.01824939],"category_scores_gemma":[0.007961498,0.00027282073,0.00017077946,0.0010299663,0.0068081706,0.00751622,0.0069943476,0.0036326714,0.002330934],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107249034,0.00010736836,0.0010602286,0.00037896,0.0000113753385,0.0009231106,0.518858,0.0003052823,0.0019182244,0.18903448,0.10912399,0.1781718],"study_design_scores_gemma":[0.00001196142,0.000049976945,0.0012973999,0.0004869406,0.000015710879,0.0006397799,0.29924837,0.00073253474,0.0019529118,0.020783575,0.67476135,0.00001947052],"about_ca_topic_score_codex":0.0048733014,"about_ca_topic_score_gemma":0.0126259895,"teacher_disagreement_score":0.01824939,"about_ca_system_score_codex":0.0024022278,"about_ca_system_score_gemma":0.0022784101,"threshold_uncertainty_score":0.061050296},"labels":[],"label_agreement":null},{"id":"W4386329140","doi":"10.1142/9789811273490_0007","title":"“Building a Ladder of Arrows: Re-Storying Partnership through <i>The War with the Sky People</i>”","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Political and Economic history of UK and US","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"General partnership; Arrow; Sky; Visual arts; Art; Computer science; Political science; Astronomy; Physics; Programming language; Law","score_opus":0.0687001847039183,"score_gpt":0.28340673619490875,"score_spread":0.21470655149099044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386329140","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007595221,0.0038064665,0.011135743,0.06505905,0.0034545201,0.00006816231,0.00006785242,0.00023975408,0.90857315],"genre_scores_gemma":[0.31836706,0.0035138016,0.011047193,0.020548642,0.000726816,0.00024546764,0.00013866012,0.001141567,0.64427084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9967721,0.0020832582,0.00003703321,0.00021760167,0.00039721307,0.00049272995],"domain_scores_gemma":[0.99802655,0.00076896365,0.000100014724,0.00018922314,0.0002835896,0.0006315732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00309866,0.00082797464,0.0003174413,0.0009833253,0.017013796,0.017022843,0.0018013127,0.004373088,0.023501331],"category_scores_gemma":[0.0060052834,0.0005110852,0.0004271674,0.001342604,0.022926802,0.022220222,0.009128617,0.01188002,0.007237658],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017797205,0.000020233607,0.00016960016,0.000055691933,0.0000040054197,0.00014660296,0.12749949,0.00011548663,0.00016266963,0.6716507,0.18037236,0.019785266],"study_design_scores_gemma":[0.000004837251,0.000009590562,0.000100807774,0.00015090698,0.0000028957797,0.000079702106,0.044920925,0.000105982086,0.00014953883,0.08025444,0.8742078,0.000012594154],"about_ca_topic_score_codex":0.016200203,"about_ca_topic_score_gemma":0.04064031,"teacher_disagreement_score":0.023501331,"about_ca_system_score_codex":0.0063834796,"about_ca_system_score_gemma":0.010050366,"threshold_uncertainty_score":0.07861978},"labels":[],"label_agreement":null},{"id":"W4386329219","doi":"10.1142/9789811273513_0006","title":"Storywork in Action for Collaborative Planning: CEPI Two-Eyed Organizing","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Cape Breton University","funders":"","keywords":"Action (physics); Computer science; Physics","score_opus":0.12265065375806312,"score_gpt":0.28436528630996705,"score_spread":0.16171463255190394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386329219","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0077317017,0.0037033327,0.10611124,0.007874165,0.0007316826,0.00022695906,0.00012752625,0.0005850932,0.87290835],"genre_scores_gemma":[0.44766742,0.0042958483,0.16344728,0.0012425537,0.00028126125,0.00090595597,0.0005734739,0.0008767179,0.38070947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99882966,0.0006355031,0.000023778959,0.00011059219,0.00027614937,0.00012427942],"domain_scores_gemma":[0.99846196,0.0009338525,0.000063112515,0.00015294811,0.0001648765,0.00022331245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017371237,0.00068756903,0.00028750242,0.0007973558,0.0036037967,0.008781753,0.0015983566,0.0017387128,0.02193671],"category_scores_gemma":[0.00393689,0.00036056494,0.00039250156,0.0009876908,0.004042443,0.0064580385,0.004409186,0.0028212105,0.0025080626],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004107975,0.000053997126,0.00024152039,0.00022211911,0.0000068484205,0.00021908396,0.037909664,0.0012324543,0.00066056097,0.7010591,0.098374024,0.15997958],"study_design_scores_gemma":[0.000016268075,0.00003785501,0.0005234442,0.00034845728,0.000008597432,0.00025471867,0.020924982,0.006190615,0.0009252376,0.2382921,0.7324522,0.000025494322],"about_ca_topic_score_codex":0.004880688,"about_ca_topic_score_gemma":0.009011733,"teacher_disagreement_score":0.02193671,"about_ca_system_score_codex":0.0024491083,"about_ca_system_score_gemma":0.0028287973,"threshold_uncertainty_score":0.0733856},"labels":[],"label_agreement":null},{"id":"W4386329463","doi":"10.1142/9789811273513_0004","title":"Re-storying Canadian Entrepreneur and Civil Rights Leader, Viola Desmond (1914–1965): A Polemic of the Heart","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Viola; Civil rights; Sociology; Political science; Art; Art history; Law","score_opus":0.029005897033126785,"score_gpt":0.22509169435416862,"score_spread":0.19608579732104184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386329463","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03714884,0.03997723,0.00089245976,0.17058487,0.0067741764,0.00006659495,0.00032885326,0.0000472473,0.74417984],"genre_scores_gemma":[0.34889686,0.015073172,0.000698342,0.017561462,0.00073448865,0.000039847724,0.0000929087,0.00011514454,0.6167878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99843615,0.0002849666,0.000022081485,0.00014510014,0.00043111108,0.00068049866],"domain_scores_gemma":[0.9987435,0.00026178992,0.000049875598,0.000036684294,0.00044991198,0.00045825442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016427682,0.00061806274,0.00039826793,0.002318661,0.036522735,0.009793795,0.0012073208,0.004308741,0.0075982967],"category_scores_gemma":[0.0033469573,0.00033695326,0.00021804696,0.00303349,0.019537454,0.00404693,0.0027849083,0.0069448277,0.0007979578],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029425195,0.000018840226,0.0006551219,0.00005520435,0.0000045926536,0.0005181458,0.14239696,0.00008719121,0.00014174765,0.5178517,0.30955663,0.028684497],"study_design_scores_gemma":[0.000002038467,0.000002761504,0.0008615426,0.00008944641,0.0000022884133,0.00007862597,0.024448931,0.00002387246,0.00007761907,0.0045623505,0.969838,0.000012437434],"about_ca_topic_score_codex":0.97785133,"about_ca_topic_score_gemma":0.99357045,"teacher_disagreement_score":0.103742905,"about_ca_system_score_codex":0.103742905,"about_ca_system_score_gemma":0.14787166,"threshold_uncertainty_score":0.752711},"labels":[],"label_agreement":null},{"id":"W4386331163","doi":"10.1142/9789811273513_0005","title":"Collective Storytelling: Cultural Celebration and the #Sealfie Movement","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Saint Mary's University; University of Victoria","funders":"","keywords":"Storytelling; Movement (music); Sociology; Aesthetics; Art; Literature; Narrative","score_opus":0.06260125676539477,"score_gpt":0.28999606009362827,"score_spread":0.2273948033282335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386331163","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054291945,0.007783721,0.0018868411,0.017778417,0.0005966299,0.000021395193,0.00006320835,0.00006458996,0.91751325],"genre_scores_gemma":[0.76518613,0.0041085538,0.0010607251,0.0015293857,0.000718517,0.00005600639,0.00008081866,0.00013168402,0.22712815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894136,0.0005331163,0.000023086257,0.000117687865,0.00020210058,0.00018264186],"domain_scores_gemma":[0.9964096,0.002571735,0.00030389972,0.00023323989,0.00019224765,0.00028922252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021856064,0.0004405964,0.00028835397,0.001409681,0.006496475,0.010844805,0.0009445988,0.0029028335,0.01959612],"category_scores_gemma":[0.0047614956,0.00026562178,0.00028012897,0.0017328473,0.010453877,0.009278273,0.004549261,0.0028799141,0.0014604367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007430887,0.000052034604,0.0011356312,0.00018688821,0.000011565688,0.0003576155,0.19321144,0.00009550405,0.00036994639,0.6758059,0.05704583,0.071653314],"study_design_scores_gemma":[0.000017140052,0.000051628373,0.0034293479,0.0003546367,0.000011076215,0.00036820804,0.076238915,0.00037785023,0.000457878,0.061694365,0.8569774,0.0000215594],"about_ca_topic_score_codex":0.0061682058,"about_ca_topic_score_gemma":0.009162433,"teacher_disagreement_score":0.01959612,"about_ca_system_score_codex":0.0023082374,"about_ca_system_score_gemma":0.0014126538,"threshold_uncertainty_score":0.06555557},"labels":[],"label_agreement":null},{"id":"W4386331210","doi":"10.1142/9789811273513_0008","title":"A Ghost in the Machine: The Historic Caste System of Mexico as a Durable Actor Impacting Bias","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Historical Studies in Central America","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Mount Saint Vincent University","funders":"","keywords":"Caste; History; Sociology; Political science; Law","score_opus":0.08261371004030939,"score_gpt":0.24247266396715708,"score_spread":0.15985895392684768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386331210","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15636754,0.0036456932,0.0023971733,0.01944557,0.000341037,0.000023544291,0.000116223084,0.000043730255,0.81761944],"genre_scores_gemma":[0.95117337,0.00075913983,0.0007678899,0.00062464917,0.000098991855,0.000021415106,0.000034930024,0.00005942086,0.04646025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996302,0.00015517353,0.0000042896704,0.000060738847,0.000041060666,0.00010840982],"domain_scores_gemma":[0.9996288,0.00017044421,0.00005153013,0.00006157523,0.000043433378,0.000044341672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010586431,0.00018059726,0.00019655206,0.0007630632,0.009631501,0.005844375,0.00053676934,0.0011954125,0.008731816],"category_scores_gemma":[0.0020340483,0.00014364258,0.00009576448,0.0011800409,0.014661181,0.0038343044,0.0023885462,0.0023242945,0.00024053919],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020642396,0.000008303267,0.00078211003,0.000011833916,0.0000018632913,0.00005193112,0.027312852,0.000046428035,0.0000755419,0.9593042,0.00472349,0.0076607727],"study_design_scores_gemma":[0.000033242944,0.00004437064,0.010748506,0.00037750852,0.000039954928,0.0001874314,0.09307913,0.00041444512,0.00063281634,0.30493706,0.5894829,0.00002261979],"about_ca_topic_score_codex":0.039069414,"about_ca_topic_score_gemma":0.11321479,"teacher_disagreement_score":0.039069414,"about_ca_system_score_codex":0.005248888,"about_ca_system_score_gemma":0.003480919,"threshold_uncertainty_score":0.077683985},"labels":[],"label_agreement":null},{"id":"W4386331473","doi":"10.1142/9789811273537_0003","title":"Fighting the TFW Virus in Organizations through SEAM and Storytelling Techniques","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Storytelling; Computer science; History; Art; Literature; Narrative","score_opus":0.07897670201440449,"score_gpt":0.3542275315113493,"score_spread":0.2752508294969448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386331473","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058982987,0.007462652,0.085774556,0.013570328,0.0009598112,0.00017839059,0.000096623124,0.0011169484,0.8318576],"genre_scores_gemma":[0.48597252,0.006490545,0.057000667,0.002579361,0.000322657,0.00024030608,0.0001815349,0.0004156665,0.4467966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992386,0.0003604891,0.000015712605,0.00004842519,0.00021697534,0.000119791446],"domain_scores_gemma":[0.99868625,0.00085250306,0.00009220125,0.00011723578,0.00010438887,0.00014748816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001108103,0.00039504893,0.00012659657,0.00072560296,0.0021757777,0.0047444003,0.0008991478,0.0015720573,0.019137414],"category_scores_gemma":[0.0031172435,0.00016467746,0.00024021167,0.00056058465,0.0025310835,0.0047288653,0.0027528075,0.0017969103,0.0020965221],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005044598,0.00014434618,0.0011674397,0.0003262076,0.000014965027,0.000490365,0.05546759,0.00147323,0.0030443512,0.33635956,0.10044029,0.50102127],"study_design_scores_gemma":[0.000012583661,0.000105099774,0.00094362255,0.00040360447,0.000011534561,0.0007143841,0.036484335,0.0030981647,0.0026662436,0.07143331,0.8841078,0.000019353634],"about_ca_topic_score_codex":0.0020289992,"about_ca_topic_score_gemma":0.00341975,"teacher_disagreement_score":0.019137414,"about_ca_system_score_codex":0.00079762365,"about_ca_system_score_gemma":0.0011313608,"threshold_uncertainty_score":0.06402105},"labels":[],"label_agreement":null},{"id":"W4386331597","doi":"10.1142/9789811273476_0005","title":"The Atlantic Schools of Business: An Autoanthology","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University; Saint Mary's University","funders":"","keywords":"Business","score_opus":0.059932628899196774,"score_gpt":0.22890177163981676,"score_spread":0.16896914274061997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386331597","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039927247,0.0076799234,0.0010343167,0.055584405,0.0024883356,0.000015468435,0.00008091874,0.000041771345,0.9290822],"genre_scores_gemma":[0.12339478,0.0072886143,0.0011995458,0.008027529,0.0020839893,0.000040403615,0.00009268284,0.00011133497,0.857761],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934894,0.0001217395,0.000015768399,0.000070164264,0.00024580144,0.00019770696],"domain_scores_gemma":[0.9990339,0.00018534582,0.000069170565,0.00008428882,0.00026044942,0.00036674595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093513593,0.00027072063,0.00021397426,0.0015218867,0.0055909194,0.009184508,0.0006149453,0.0024912793,0.026706105],"category_scores_gemma":[0.0022907373,0.0002978701,0.0001736514,0.0023704297,0.0056988806,0.00662507,0.002566305,0.004510482,0.0043629454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004618886,0.000017557624,0.0002444126,0.000009513915,5.824312e-7,0.000013743285,0.00066149083,0.000022537644,0.00002667564,0.8753651,0.103142366,0.020491451],"study_design_scores_gemma":[0.0000040638124,0.0000035215212,0.0005645449,0.000065677996,0.0000011244772,0.000017039156,0.0006518121,0.00008625893,0.000026608835,0.101351604,0.89722407,0.0000037276989],"about_ca_topic_score_codex":0.05432013,"about_ca_topic_score_gemma":0.23379554,"teacher_disagreement_score":0.05432013,"about_ca_system_score_codex":0.010039015,"about_ca_system_score_gemma":0.012505677,"threshold_uncertainty_score":0.10800791},"labels":[],"label_agreement":null},{"id":"W4386399291","doi":"10.1142/9789811280184_0004","title":"Physics Results","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; TRIUMF","funders":"","keywords":"Physics","score_opus":0.03950032849712813,"score_gpt":0.263843251071731,"score_spread":0.22434292257460287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386399291","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047503347,0.0017416498,0.004669915,0.0031328716,0.0017721382,0.00025452956,0.025849668,0.0014739424,0.9563549],"genre_scores_gemma":[0.049720604,0.0028018614,0.0058734915,0.0075111855,0.0008424488,0.00056005147,0.045187403,0.002660422,0.8848425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703217,0.00039184012,0.00011245212,0.0004966198,0.0015473807,0.0004195268],"domain_scores_gemma":[0.99712104,0.0006951595,0.000121833546,0.0006911134,0.0010103916,0.00036049547],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003314347,0.0011525699,0.0009993027,0.0040763584,0.003010687,0.0045835245,0.001815822,0.001353651,0.3923704],"category_scores_gemma":[0.007016296,0.00040671614,0.0018160873,0.0027288236,0.001245584,0.0023574953,0.002672795,0.0019377633,0.2737313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061353995,0.00037635528,0.005782217,0.0007440259,0.00009273665,0.0005686869,0.00048649884,0.0005814439,0.001524212,0.16360462,0.683905,0.14172067],"study_design_scores_gemma":[0.000041986914,0.000058929487,0.0036199004,0.00017020974,0.000048104546,0.0004057167,0.00024577827,0.0001113114,0.0014898471,0.03144586,0.96233755,0.000024857973],"about_ca_topic_score_codex":0.0055334847,"about_ca_topic_score_gemma":0.004708605,"teacher_disagreement_score":0.3923704,"about_ca_system_score_codex":0.003577473,"about_ca_system_score_gemma":0.0037516248,"threshold_uncertainty_score":0.8667099},"labels":[],"label_agreement":null},{"id":"W4387138788","doi":"10.1142/9789811264610_0016","title":"Clinical Aspects of Raman Spectroscopy in Surgical Applications","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University Health Centre; Université de Montréal; Hôpital Maisonneuve-Rosemont; Polytechnique Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Raman spectroscopy; Materials science; Medicine; Medical physics; Optics; Physics","score_opus":0.03454557428327991,"score_gpt":0.37027017065213663,"score_spread":0.3357245963688567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387138788","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003662983,0.60936093,0.048262063,0.012990648,0.0054627834,0.00007085122,0.00008716945,0.0002978025,0.31980482],"genre_scores_gemma":[0.07072739,0.5068043,0.047904525,0.012271089,0.014003727,0.00024396532,0.00017450817,0.0003390749,0.3475315],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945253,0.00019200276,0.00002822474,0.000051202318,0.00024475926,0.000031261014],"domain_scores_gemma":[0.9992593,0.0005392473,0.000028165083,0.00004144222,0.00009421547,0.00003766206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013872591,0.0008964168,0.00051594514,0.0011653256,0.0004440634,0.0014528704,0.0012746006,0.0021040586,0.014281082],"category_scores_gemma":[0.0015475212,0.00036716365,0.00044156954,0.0007955218,0.0021248823,0.0017240545,0.00116065,0.002672762,0.0050254418],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013738908,0.00017396848,0.00034692063,0.0020720449,0.000028046128,0.0021583985,0.0006385991,0.0011818163,0.026601141,0.13214253,0.08130973,0.7532094],"study_design_scores_gemma":[0.000015167899,0.00023125275,0.001266362,0.0009122977,0.000023173434,0.017967986,0.0003013261,0.00075106777,0.0066729533,0.08182024,0.88998395,0.0000541972],"about_ca_topic_score_codex":0.00045357962,"about_ca_topic_score_gemma":0.0010640783,"teacher_disagreement_score":0.014281082,"about_ca_system_score_codex":0.00047741493,"about_ca_system_score_gemma":0.0006150652,"threshold_uncertainty_score":0.04777503},"labels":[],"label_agreement":null},{"id":"W4387435566","doi":"10.1142/13663","title":"A Tale of Discrete Mathematics","year":2023,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mathematics; Mathematics education; Computer science","score_opus":0.029866013535389885,"score_gpt":0.25610888023438233,"score_spread":0.22624286669899243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387435566","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000923756,0.0365003,0.023211233,0.025026336,0.0068588466,0.000031915642,0.00024028035,0.00035398136,0.9068533],"genre_scores_gemma":[0.033671692,0.025165446,0.021298982,0.008764975,0.009351875,0.00009788144,0.00031551046,0.0005372514,0.9007963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996854,0.00007914785,0.000011259562,0.000044531287,0.00015643548,0.000023215896],"domain_scores_gemma":[0.99932253,0.0003576698,0.000017793713,0.00008214527,0.00012494627,0.00009496133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005020737,0.00063091115,0.00061469135,0.0017646537,0.0018887311,0.0054962914,0.0006958367,0.00092634995,0.04121759],"category_scores_gemma":[0.0019668674,0.00031342218,0.00039314094,0.0017235909,0.0043268837,0.0059405817,0.0014643798,0.0044983053,0.012524204],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009872262,0.0000140127,0.000039324594,0.00005995758,0.0000033265499,0.0000144238375,0.00012009514,0.00020547041,0.00015487506,0.78193706,0.18031314,0.03712854],"study_design_scores_gemma":[0.000004942532,0.0000054105103,0.000070044625,0.000049976305,0.0000015030391,0.000032434375,0.00006781613,0.00041803563,0.000060630016,0.39090642,0.60837847,0.0000042868796],"about_ca_topic_score_codex":0.0019843243,"about_ca_topic_score_gemma":0.0032403849,"teacher_disagreement_score":0.04121759,"about_ca_system_score_codex":0.0025321445,"about_ca_system_score_gemma":0.001537592,"threshold_uncertainty_score":0.13788658},"labels":[],"label_agreement":null},{"id":"W4388552198","doi":"10.1142/9789811280900_0010","title":"Serres’ “Biogea” and Descolas’ “Ontologies”: Tools for Restorying Business Narratives in the Age of Sustainability","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Narrative; Sustainability; Geography; Art; Literature; Biology; Ecology","score_opus":0.0703867096187193,"score_gpt":0.2582791807388381,"score_spread":0.1878924711201188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388552198","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066207885,0.0130521525,0.09285729,0.0358247,0.0024393806,0.000073796575,0.00019905191,0.00045820663,0.8484747],"genre_scores_gemma":[0.44336975,0.017156309,0.11844127,0.0098822275,0.0013394218,0.00043205035,0.0006130352,0.001765959,0.407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977289,0.0015718796,0.000079914644,0.00016531827,0.00033708173,0.00011688739],"domain_scores_gemma":[0.9976682,0.0015362378,0.00012207373,0.00030339693,0.0002434134,0.00012662563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031089254,0.00089557853,0.0003843322,0.0027577665,0.0039382474,0.0097811045,0.0012401874,0.0025031143,0.010122324],"category_scores_gemma":[0.005732929,0.00042055198,0.00048495055,0.0027155033,0.026470665,0.01781132,0.004621856,0.004467345,0.0023617595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027614578,0.000002313716,0.00003128009,0.000020903712,9.3596856e-7,0.000021317952,0.0065504303,0.00003882445,0.00004127827,0.97799975,0.008339899,0.006950291],"study_design_scores_gemma":[0.0000026143819,0.0000023254079,0.00006961696,0.00013618074,0.0000027800136,0.000078407305,0.0062072747,0.00027121595,0.00021126651,0.3949633,0.598047,0.000008099414],"about_ca_topic_score_codex":0.009329397,"about_ca_topic_score_gemma":0.017613867,"teacher_disagreement_score":0.010122324,"about_ca_system_score_codex":0.004620704,"about_ca_system_score_gemma":0.0037573376,"threshold_uncertainty_score":0.03386259},"labels":[],"label_agreement":null},{"id":"W4388814248","doi":"10.1142/9789811280306_0007","title":"Representation for Martingales Living after a Random Time with Applications","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Representation (politics); Mathematics; Computer science; Political science","score_opus":0.034198729884383695,"score_gpt":0.22839353007664553,"score_spread":0.19419480019226185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388814248","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022125263,0.004716394,0.9121724,0.001483282,0.0004236555,0.00005695786,0.00021962468,0.00019550056,0.058606926],"genre_scores_gemma":[0.5985622,0.010164633,0.28389737,0.0009489921,0.001647112,0.00044846325,0.0007586661,0.00033997858,0.10323251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995085,0.00020373231,0.00002769976,0.00007551508,0.00013852125,0.000046011002],"domain_scores_gemma":[0.99907935,0.00049866614,0.0000891635,0.00010591245,0.00015014899,0.000076625874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019589944,0.0009701016,0.00062624254,0.0015191465,0.0005162337,0.0020236974,0.00091948843,0.0009610952,0.006703111],"category_scores_gemma":[0.0038732544,0.00027629826,0.0009799802,0.001864721,0.0016644163,0.003111902,0.0014372981,0.0025760236,0.0012530886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002348922,0.0000053741423,0.000028630006,0.000015863265,0.0000015683347,0.000019607993,0.00005777527,0.0015927083,0.00015590312,0.9939318,0.0006475233,0.0035410568],"study_design_scores_gemma":[0.0000036007716,0.000015584339,0.00008775364,0.00002225719,0.0000032083917,0.00005111985,0.00002794578,0.036094833,0.000098858,0.95538175,0.008206628,0.0000064008586],"about_ca_topic_score_codex":0.0009214792,"about_ca_topic_score_gemma":0.0006587451,"teacher_disagreement_score":0.006703111,"about_ca_system_score_codex":0.0012576184,"about_ca_system_score_gemma":0.0005700719,"threshold_uncertainty_score":0.022424161},"labels":[],"label_agreement":null},{"id":"W4390656476","doi":"10.1142/9789811259166_0006","title":"Stimuli-Responsive Crystalline Colloidal Arrays Formed by Polymeric Particles","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Materials science; Colloid; Colloidal particle; Chemical engineering; Nanotechnology; Engineering","score_opus":0.04067899742701804,"score_gpt":0.2823778402432951,"score_spread":0.24169884281627707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390656476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8690294,0.00618812,0.032835748,0.00034387657,0.000563335,0.00011242277,0.00039979577,0.0009513816,0.08957583],"genre_scores_gemma":[0.9210991,0.0035706847,0.015772369,0.0004322134,0.00011421227,0.000120134064,0.0004272311,0.00021487713,0.058249168],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996567,0.0000018330873,0.0000015744768,0.00000856089,0.000013974901,0.000008393537],"domain_scores_gemma":[0.9999696,0.000014003053,0.000004829404,0.0000028466404,0.0000036615713,0.0000049810997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045501154,0.00019430318,0.00016067186,0.00014891813,0.00011008401,0.0004427774,0.00027630353,0.00023758682,0.0014000569],"category_scores_gemma":[0.00006685989,0.00030428357,0.00018160277,0.00018474404,0.00021861486,0.00034149166,0.00021908371,0.00044358912,0.0005616942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001874821,0.000011359029,0.00002083173,0.00005259048,0.0000031493737,0.000041757994,0.00002601353,0.0002933597,0.9928867,0.00083553675,0.00030964284,0.0055002146],"study_design_scores_gemma":[0.000021147307,0.00012877815,0.0005096159,0.000012008544,0.0000084595395,0.00008259915,0.000027448537,0.003261571,0.9856699,0.00056833593,0.009701255,0.000008838095],"about_ca_topic_score_codex":0.00026237886,"about_ca_topic_score_gemma":0.0006751543,"teacher_disagreement_score":0.0014000569,"about_ca_system_score_codex":0.00023986655,"about_ca_system_score_gemma":0.000103477585,"threshold_uncertainty_score":0.0046836734},"labels":[],"label_agreement":null},{"id":"W4391239371","doi":"10.1142/13767","title":"Behind the Banyan","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Banyan; Computer science; Computer network","score_opus":0.031110042770409303,"score_gpt":0.2848980990234866,"score_spread":0.2537880562530773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391239371","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006153026,0.007532649,0.00053901336,0.01977738,0.002240701,0.000030670682,0.00006864611,0.00004218333,0.9636158],"genre_scores_gemma":[0.10372322,0.004430642,0.00066849735,0.008823631,0.00044731592,0.000081249236,0.00006717669,0.00012637141,0.8816319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987925,0.000378145,0.000027657066,0.00025870855,0.00024063632,0.00030236255],"domain_scores_gemma":[0.99952114,0.00012690607,0.000025797237,0.000064141976,0.0001539756,0.00010807522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014109396,0.00065521966,0.0005773836,0.00093563984,0.0123846475,0.007690435,0.00068412017,0.002259846,0.032591354],"category_scores_gemma":[0.0026851834,0.00035387423,0.00025791297,0.0011648512,0.007932975,0.005781823,0.0058752336,0.009163468,0.007154401],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008454604,0.00003900147,0.0005367348,0.000080809914,0.000007165915,0.00018762135,0.010867922,0.000047593396,0.000313549,0.8813838,0.06885176,0.037599504],"study_design_scores_gemma":[0.00001037861,0.00001240599,0.0004564122,0.00014299544,0.0000046091095,0.00005936418,0.0046195057,0.00004168626,0.00019406826,0.045844484,0.9486046,0.000009482765],"about_ca_topic_score_codex":0.037874777,"about_ca_topic_score_gemma":0.07828171,"teacher_disagreement_score":0.037874777,"about_ca_system_score_codex":0.006034801,"about_ca_system_score_gemma":0.006143761,"threshold_uncertainty_score":0.109028876},"labels":[],"label_agreement":null},{"id":"W4392918366","doi":"10.1142/9789811287510_0024","title":"Reflection on Yair Aharoni’s Presentation","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Presentation (obstetrics); Reflection (computer programming); Computer science; Medicine","score_opus":0.06717667552434133,"score_gpt":0.3544612241918024,"score_spread":0.2872845486674611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392918366","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028361013,0.013268666,0.0002574215,0.8391268,0.12495409,0.000021582044,0.000049332626,0.000041383082,0.021997117],"genre_scores_gemma":[0.008698378,0.013885231,0.00043404254,0.69743025,0.075279,0.00010159633,0.00006136044,0.0002681372,0.20384201],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957332,0.0016161811,0.00018354302,0.0004893608,0.0015340005,0.00044377425],"domain_scores_gemma":[0.9923947,0.003290932,0.0002829661,0.00017714337,0.0025225545,0.0013317327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076430743,0.0013490005,0.0012676253,0.0013482274,0.007866064,0.010609444,0.0032026065,0.01395506,0.022939041],"category_scores_gemma":[0.018487051,0.0005587688,0.0009906915,0.0014876002,0.005360804,0.012801663,0.0054204487,0.03787668,0.0120756375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066243756,0.000010202592,0.000013908553,0.000034213,0.0000016208129,0.00007869226,0.00061852206,0.000013682086,0.000040995732,0.00514928,0.9914648,0.0025674035],"study_design_scores_gemma":[0.00000306968,0.000004438423,0.00003351897,0.000108023625,0.0000011623134,0.00006211918,0.0010089831,0.000015888796,0.00004585167,0.0011986542,0.9975103,0.000007944743],"about_ca_topic_score_codex":0.0078013698,"about_ca_topic_score_gemma":0.011668201,"teacher_disagreement_score":0.022939041,"about_ca_system_score_codex":0.012345126,"about_ca_system_score_gemma":0.0062256125,"threshold_uncertainty_score":0.08957052},"labels":[],"label_agreement":null},{"id":"W4393275896","doi":"10.1142/9789811285073_0006","title":"Actin Networks Voltage Circuits","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Electronic circuit; Voltage; Computer science; Electrical engineering; Engineering","score_opus":0.0393669639121078,"score_gpt":0.24104891265411754,"score_spread":0.20168194874200973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393275896","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033338915,0.014931251,0.054799426,0.0035734924,0.0029468695,0.000032467287,0.00014657012,0.0006525883,0.9195835],"genre_scores_gemma":[0.035571385,0.010191294,0.006581987,0.0007935788,0.0007349652,0.000055755983,0.00014599106,0.00020759014,0.9457174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999372,0.0000047680987,0.0000014593674,0.000016854057,0.00003328398,0.0000065442177],"domain_scores_gemma":[0.99996245,0.000009647963,0.0000026510552,0.0000065130025,0.000011901687,0.0000068259583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007985183,0.00056494685,0.00025693318,0.00048835913,0.0005028392,0.0014085069,0.0005394932,0.0007104892,0.0379107],"category_scores_gemma":[0.0001936093,0.00030246054,0.0001973671,0.00041317783,0.00071530975,0.0017294614,0.00074673025,0.0011647841,0.012994577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002538679,0.000022219581,0.00005214608,0.00014828029,0.000011056325,0.00009123687,0.00012493576,0.0026459924,0.017630082,0.532761,0.121815264,0.32467237],"study_design_scores_gemma":[0.0000055291057,0.00001684306,0.0001672553,0.000067099405,0.000006459804,0.00015458249,0.00004986856,0.0034952427,0.00460483,0.1911672,0.8002538,0.000011219073],"about_ca_topic_score_codex":0.00044986937,"about_ca_topic_score_gemma":0.0009618766,"teacher_disagreement_score":0.0379107,"about_ca_system_score_codex":0.0007533281,"about_ca_system_score_gemma":0.000250829,"threshold_uncertainty_score":0.1268239},"labels":[],"label_agreement":null},{"id":"W4393276054","doi":"10.1142/9789811285073_0001","title":"Actin","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Actin; Cell biology; Biology","score_opus":0.01667001883962265,"score_gpt":0.2419765150128934,"score_spread":0.22530649617327075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393276054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038093159,0.010911037,0.011917413,0.00195514,0.0026421486,0.00017757055,0.002904676,0.0019306828,0.963752],"genre_scores_gemma":[0.005753612,0.0030476223,0.0022375612,0.0005705914,0.00013131183,0.000071309034,0.0023034376,0.00024457104,0.9856399],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997917,0.0000103656985,0.0000054208704,0.00007624975,0.000086321495,0.000030030438],"domain_scores_gemma":[0.9999218,0.000009904539,0.0000062886397,0.000011886945,0.00002489517,0.000025176065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018854433,0.0011963847,0.00046046654,0.0012935781,0.0010322036,0.0014658296,0.00064736645,0.0011667779,0.2421257],"category_scores_gemma":[0.00023318031,0.00051625085,0.0005689413,0.0005651243,0.00038549743,0.00087511074,0.0011459335,0.0020528964,0.20372501],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017254718,0.00014467665,0.00033499423,0.0007303962,0.000023991273,0.0005349452,0.00014180098,0.0003890796,0.14902745,0.059950743,0.36059412,0.42795518],"study_design_scores_gemma":[0.0000057260663,0.000020951235,0.00033984013,0.000061544226,0.0000069093126,0.00027698034,0.000018492432,0.000075580945,0.01009422,0.0023688988,0.9867247,0.0000062237536],"about_ca_topic_score_codex":0.0008596383,"about_ca_topic_score_gemma":0.0018128236,"teacher_disagreement_score":0.2421257,"about_ca_system_score_codex":0.00058219733,"about_ca_system_score_gemma":0.0004828748,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4393390603","doi":"10.1142/9789813206984_0013","title":"Gynecologic Tract","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine","score_opus":0.03378073727426251,"score_gpt":0.2698137874418009,"score_spread":0.2360330501675384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393390603","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036539897,0.012792232,0.00051496795,0.0017942115,0.0027932022,0.000036231053,0.0003150495,0.00016755515,0.9812211],"genre_scores_gemma":[0.0015789381,0.00662192,0.00045865265,0.001287354,0.00061361864,0.000023188664,0.00020825362,0.000065051834,0.9891431],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99988425,0.000016083428,0.000004723246,0.000020234023,0.000054581975,0.000020015501],"domain_scores_gemma":[0.99982786,0.00004208201,0.000010092548,0.000023955394,0.00004504909,0.00005093497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014584504,0.00054472574,0.00035320903,0.0010987321,0.00077314395,0.0011507286,0.00037380224,0.00081877154,0.29648453],"category_scores_gemma":[0.0008442956,0.00024982754,0.00033044934,0.00082002155,0.0003720758,0.0006071201,0.0013337033,0.0016756002,0.18308257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017481447,0.000026684025,0.00031425143,0.00014846538,0.0000042343886,0.00045246445,0.00006959461,0.00014112281,0.00052323245,0.008054329,0.690973,0.29927516],"study_design_scores_gemma":[0.000001945371,0.0000072640505,0.00026589868,0.000099279234,0.0000012356842,0.00043935273,0.000017375867,0.000016813394,0.00004608432,0.000528723,0.9985744,0.0000015896368],"about_ca_topic_score_codex":0.0035464999,"about_ca_topic_score_gemma":0.011182043,"teacher_disagreement_score":0.29648453,"about_ca_system_score_codex":0.0005665503,"about_ca_system_score_gemma":0.0011170253,"threshold_uncertainty_score":0.9918396},"labels":[],"label_agreement":null},{"id":"W4394749563","doi":"10.1142/13853-vol2","title":"Enhanced Photodynamic Therapy","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Photodynamic therapy; Medicine; Chemistry","score_opus":0.02495330170705262,"score_gpt":0.3135944004807129,"score_spread":0.2886410987736603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394749563","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027677286,0.06822149,0.032343853,0.0011659915,0.0033397821,0.00010115369,0.00022387353,0.0010618978,0.8907743],"genre_scores_gemma":[0.008965664,0.0129415775,0.005949107,0.00066302996,0.00018887804,0.00003718924,0.00014192362,0.00009329005,0.9710193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983764,0.000010522101,0.000003040781,0.000025912957,0.0001078016,0.000015002518],"domain_scores_gemma":[0.9999639,0.000010096164,0.0000032180035,0.0000073792453,0.000010922762,0.0000044926987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000174819,0.0005954133,0.00043132465,0.0007561121,0.0004366088,0.0012660881,0.00062186824,0.00079572876,0.05056978],"category_scores_gemma":[0.00014434366,0.00030886146,0.00033417027,0.00051186036,0.00039499128,0.0011817028,0.0011175094,0.0015093208,0.017881343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008037873,0.00010531603,0.00008526044,0.0006768939,0.000020834237,0.00027329577,0.00010729257,0.0007137673,0.08731412,0.07166017,0.26731583,0.5716468],"study_design_scores_gemma":[0.000006182568,0.000022177504,0.00018541109,0.00007506539,0.000006819114,0.00055094145,0.0000143669395,0.0006076515,0.016251743,0.0055587217,0.97671354,0.0000074669233],"about_ca_topic_score_codex":0.00050635444,"about_ca_topic_score_gemma":0.0015608007,"teacher_disagreement_score":0.05056978,"about_ca_system_score_codex":0.0007265533,"about_ca_system_score_gemma":0.00032616203,"threshold_uncertainty_score":0.16917276},"labels":[],"label_agreement":null},{"id":"W4394749812","doi":"10.1142/13853","title":"Enhanced Photodynamic Therapy","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Photodynamic therapy; Medicine; Chemistry","score_opus":0.02495330170705262,"score_gpt":0.3135944004807129,"score_spread":0.2886410987736603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394749812","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027677286,0.06822149,0.032343853,0.0011659915,0.0033397821,0.00010115369,0.00022387353,0.0010618978,0.8907743],"genre_scores_gemma":[0.008965664,0.0129415775,0.005949107,0.00066302996,0.00018887804,0.00003718924,0.00014192362,0.00009329005,0.9710193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983764,0.000010522101,0.000003040781,0.000025912957,0.0001078016,0.000015002518],"domain_scores_gemma":[0.9999639,0.000010096164,0.0000032180035,0.0000073792453,0.000010922762,0.0000044926987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000174819,0.0005954133,0.00043132465,0.0007561121,0.0004366088,0.0012660881,0.00062186824,0.00079572876,0.05056978],"category_scores_gemma":[0.00014434366,0.00030886146,0.00033417027,0.00051186036,0.00039499128,0.0011817028,0.0011175094,0.0015093208,0.017881343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008037873,0.00010531603,0.00008526044,0.0006768939,0.000020834237,0.00027329577,0.00010729257,0.0007137673,0.08731412,0.07166017,0.26731583,0.5716468],"study_design_scores_gemma":[0.000006182568,0.000022177504,0.00018541109,0.00007506539,0.000006819114,0.00055094145,0.0000143669395,0.0006076515,0.016251743,0.0055587217,0.97671354,0.0000074669233],"about_ca_topic_score_codex":0.00050635444,"about_ca_topic_score_gemma":0.0015608007,"teacher_disagreement_score":0.05056978,"about_ca_system_score_codex":0.0007265533,"about_ca_system_score_gemma":0.00032616203,"threshold_uncertainty_score":0.16917276},"labels":[],"label_agreement":null},{"id":"W4394749813","doi":"10.1142/13853-vol1","title":"Enhanced Photodynamic Therapy","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Photodynamic therapy; Medicine; Chemistry; Organic chemistry","score_opus":0.02495330170705262,"score_gpt":0.3135944004807129,"score_spread":0.2886410987736603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394749813","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027677286,0.06822149,0.032343853,0.0011659915,0.0033397821,0.00010115369,0.00022387353,0.0010618978,0.8907743],"genre_scores_gemma":[0.008965664,0.0129415775,0.005949107,0.00066302996,0.00018887804,0.00003718924,0.00014192362,0.00009329005,0.9710193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983764,0.000010522101,0.000003040781,0.000025912957,0.0001078016,0.000015002518],"domain_scores_gemma":[0.9999639,0.000010096164,0.0000032180035,0.0000073792453,0.000010922762,0.0000044926987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000174819,0.0005954133,0.00043132465,0.0007561121,0.0004366088,0.0012660881,0.00062186824,0.00079572876,0.05056978],"category_scores_gemma":[0.00014434366,0.00030886146,0.00033417027,0.00051186036,0.00039499128,0.0011817028,0.0011175094,0.0015093208,0.017881343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008037873,0.00010531603,0.00008526044,0.0006768939,0.000020834237,0.00027329577,0.00010729257,0.0007137673,0.08731412,0.07166017,0.26731583,0.5716468],"study_design_scores_gemma":[0.000006182568,0.000022177504,0.00018541109,0.00007506539,0.000006819114,0.00055094145,0.0000143669395,0.0006076515,0.016251743,0.0055587217,0.97671354,0.0000074669233],"about_ca_topic_score_codex":0.00050635444,"about_ca_topic_score_gemma":0.0015608007,"teacher_disagreement_score":0.05056978,"about_ca_system_score_codex":0.0007265533,"about_ca_system_score_gemma":0.00032616203,"threshold_uncertainty_score":0.16917276},"labels":[],"label_agreement":null},{"id":"W4394866035","doi":"10.1142/8657","title":"Fractional Differential Calculus via Fractional Difference Theory and Applications","year":2012,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Fractional calculus; Calculus (dental); Mathematics; Differential calculus; Time-scale calculus; Differential (mechanical device); Applied mathematics; Multivariable calculus; Mathematical analysis; Physics; Medicine; Engineering","score_opus":0.04329483042630111,"score_gpt":0.3018654103885369,"score_spread":0.2585705799622358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394866035","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073265526,0.066861026,0.20140786,0.0036460673,0.005491761,0.00005165168,0.00012144787,0.00032969692,0.714764],"genre_scores_gemma":[0.15342495,0.06965588,0.09374794,0.001596357,0.007324128,0.00014648931,0.00019292788,0.00036327197,0.67354804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99987316,0.000023052566,0.0000066442567,0.000018098895,0.000068780384,0.00001018663],"domain_scores_gemma":[0.9999331,0.00002816403,0.0000048741413,0.000010253412,0.000017466393,0.0000060238312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002724768,0.0009587758,0.0008632019,0.0016853532,0.00081244874,0.002220523,0.00054981053,0.0009933369,0.0071884566],"category_scores_gemma":[0.00057779066,0.00027518437,0.000632167,0.0018340129,0.0014864603,0.0026760178,0.0008779989,0.0019921674,0.0016715958],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067837523,0.000015213741,0.00001720328,0.00008187799,0.0000058490255,0.000034089437,0.00009193691,0.001591592,0.0009764538,0.93443877,0.011036228,0.051703986],"study_design_scores_gemma":[0.000004825937,0.000015245944,0.00008337283,0.00006066365,0.000008572287,0.00012935889,0.00003491496,0.0067091566,0.0005583539,0.80850905,0.18387395,0.00001256325],"about_ca_topic_score_codex":0.0008822023,"about_ca_topic_score_gemma":0.0009198819,"teacher_disagreement_score":0.0071884566,"about_ca_system_score_codex":0.0014910273,"about_ca_system_score_gemma":0.0005709518,"threshold_uncertainty_score":0.024047852},"labels":[],"label_agreement":null},{"id":"W4396227458","doi":"10.1142/9789811281044_0006","title":"Culture and Advance Care Planning: Acculturation","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Acculturation; History; Sociology; Psychology; Anthropology; Ethnic group","score_opus":0.09971594728006616,"score_gpt":0.3922292258178009,"score_spread":0.29251327853773473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396227458","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017774846,0.050324827,0.0032634647,0.09581073,0.0037348284,0.000048655067,0.000029848352,0.00003637808,0.82897633],"genre_scores_gemma":[0.59574103,0.078452826,0.005011148,0.029159632,0.0026685891,0.00020922617,0.000057891273,0.00015730433,0.28854236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984415,0.001120467,0.000030402223,0.00006887987,0.00019622309,0.00014258186],"domain_scores_gemma":[0.99752,0.0017448155,0.00011201916,0.000083551226,0.00016326073,0.00037624038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030009102,0.0004287233,0.0002674522,0.0006578665,0.004826143,0.009279663,0.0010889522,0.0020151217,0.008619573],"category_scores_gemma":[0.0041183517,0.0002630765,0.00016352815,0.0017071385,0.0155579485,0.006342635,0.0039226725,0.0060739685,0.00079859333],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010515419,0.00006084578,0.0005076707,0.00013889298,0.000004517022,0.00033630876,0.109820165,0.00012915963,0.000054865257,0.7610593,0.045133118,0.08274462],"study_design_scores_gemma":[0.000012734079,0.000033789594,0.0015877234,0.0008531672,0.0000065790173,0.0005502345,0.07895897,0.00024283865,0.00013968875,0.20587602,0.7117147,0.000023497043],"about_ca_topic_score_codex":0.01065229,"about_ca_topic_score_gemma":0.021826236,"teacher_disagreement_score":0.01065229,"about_ca_system_score_codex":0.005447828,"about_ca_system_score_gemma":0.007624153,"threshold_uncertainty_score":0.039527},"labels":[],"label_agreement":null},{"id":"W4396812094","doi":"10.1142/9789811269943_0034","title":"Analysis of Theoretical and Empirical Relationships between the Treasury Bills and Eurodollar","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"European Monetary and Fiscal Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Eurodollar; Treasury; Economics; Monetary economics; Political science; Law; Interest rate","score_opus":0.08783500418231838,"score_gpt":0.24351295891751754,"score_spread":0.15567795473519916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396812094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59204465,0.036065448,0.19810577,0.0109473765,0.00036926815,0.0000910212,0.0010879198,0.0005991548,0.16068937],"genre_scores_gemma":[0.9725395,0.00835588,0.0124512995,0.00025491332,0.0002847707,0.000058714388,0.00064026046,0.00010246623,0.00531225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99908984,0.0003858571,0.000044825032,0.00015811158,0.00023984566,0.00008158898],"domain_scores_gemma":[0.99017894,0.0073057734,0.0011103831,0.0003906266,0.000875465,0.00013870255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003604031,0.0005539329,0.00045424447,0.0024482894,0.0007560747,0.0029138736,0.0011974131,0.0012048234,0.0114098005],"category_scores_gemma":[0.03039178,0.00055037317,0.0004550098,0.0044908565,0.0013082313,0.0047640246,0.00078708184,0.0025706284,0.0010109224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032063796,0.00006844243,0.012745008,0.000087509405,0.000036396017,0.00020410836,0.00027867992,0.017293006,0.0003151796,0.9384595,0.0020682209,0.028411975],"study_design_scores_gemma":[0.0000518072,0.00006122068,0.03157472,0.0002948841,0.00009515027,0.0005329281,0.0006040534,0.253517,0.0011654237,0.6944111,0.017616997,0.000074738455],"about_ca_topic_score_codex":0.003552202,"about_ca_topic_score_gemma":0.0021606064,"teacher_disagreement_score":0.0114098005,"about_ca_system_score_codex":0.0023215406,"about_ca_system_score_gemma":0.0010125856,"threshold_uncertainty_score":0.038169563},"labels":[],"label_agreement":null},{"id":"W4396902587","doi":"10.1142/13889","title":"Riding the Wave","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","score_opus":0.07391045487430391,"score_gpt":0.2974215781690375,"score_spread":0.2235111232947336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396902587","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007229587,0.003719191,0.0014273728,0.021433715,0.005820449,0.00003222966,0.00008774358,0.00016004113,0.9665963],"genre_scores_gemma":[0.005174774,0.0011088861,0.0004777433,0.0059538963,0.0004512151,0.000021296146,0.00004502353,0.00020083152,0.98656636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991032,0.00022491268,0.000021528504,0.00011840565,0.00033268833,0.00019935207],"domain_scores_gemma":[0.9992926,0.00013508955,0.000023174083,0.00013700637,0.0002491658,0.00016277979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015327957,0.00092494814,0.00063383905,0.0013121514,0.009903724,0.010675255,0.0011036457,0.004455282,0.12919295],"category_scores_gemma":[0.004898509,0.0005415079,0.00059864967,0.0010361164,0.0062050223,0.013362402,0.006326209,0.008913565,0.05689786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001357194,0.000015164554,0.00006908148,0.00003249588,0.000002758451,0.00004845156,0.0028241233,0.000039377544,0.000067312096,0.23445384,0.73078454,0.031649224],"study_design_scores_gemma":[0.0000021376084,0.0000041017606,0.00004622479,0.00005364303,0.000001082745,0.00001909916,0.0012277589,0.000027648508,0.000020641113,0.015684215,0.9829096,0.0000037722416],"about_ca_topic_score_codex":0.031700477,"about_ca_topic_score_gemma":0.052583348,"teacher_disagreement_score":0.12919295,"about_ca_system_score_codex":0.0031403017,"about_ca_system_score_gemma":0.006098316,"threshold_uncertainty_score":0.43219346},"labels":[],"label_agreement":null},{"id":"W4399185659","doi":"10.1142/13917","title":"11 Smart Cities","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business","score_opus":0.016589787552560763,"score_gpt":0.19902443841503092,"score_spread":0.18243465086247015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399185659","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003497538,0.0071804593,0.0013097343,0.0022548512,0.002453334,0.000035389618,0.00030611642,0.000351221,0.98575914],"genre_scores_gemma":[0.0021408063,0.004977693,0.00091668306,0.0009035722,0.00018760396,0.00002896599,0.00042036045,0.00017040891,0.990254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953306,0.00006937547,0.000019570603,0.000074918906,0.00023314511,0.00006999899],"domain_scores_gemma":[0.9998252,0.000028542141,0.000009465714,0.000029124103,0.00006472986,0.000043038654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002475303,0.00090046774,0.00042762124,0.0010498746,0.0019568233,0.0072194603,0.00079542934,0.0017674135,0.16684319],"category_scores_gemma":[0.00078248186,0.00036542938,0.00042839444,0.0024180687,0.0008888867,0.004931544,0.0032404407,0.0021764133,0.09770153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008221273,0.000020835447,0.00013026092,0.00015169903,0.0000031907005,0.00006589829,0.00044483834,0.00023503271,0.00026137082,0.09085815,0.78229016,0.12553033],"study_design_scores_gemma":[3.6091618e-7,0.0000012480325,0.00003692866,0.000027531525,3.3391356e-7,0.00001851887,0.000050067076,0.000017817729,0.000019501635,0.0011393013,0.9986872,0.0000010763762],"about_ca_topic_score_codex":0.007009611,"about_ca_topic_score_gemma":0.02195645,"teacher_disagreement_score":0.16684319,"about_ca_system_score_codex":0.0025204385,"about_ca_system_score_gemma":0.0020934648,"threshold_uncertainty_score":0.5581461},"labels":[],"label_agreement":null},{"id":"W4399616949","doi":"10.1142/13944-vol3","title":"Effective Pandemic Response: Linking Evidence, Intervention, Politics, Organization, and Governance","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Pandemic; Intervention (counseling); Political science; Business; Coronavirus disease 2019 (COVID-19); Medicine; Nursing; Law","score_opus":0.042911117037196383,"score_gpt":0.37650457653090047,"score_spread":0.3335934594937041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399616949","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022039637,0.15971488,0.018193197,0.3439086,0.004838653,0.00017337204,0.000501706,0.00014171105,0.47032386],"genre_scores_gemma":[0.25497824,0.37275916,0.09301322,0.10607239,0.014673015,0.0011108951,0.0013710766,0.0004846925,0.15553737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99229443,0.005124937,0.00022598117,0.00021802478,0.001898829,0.00023788174],"domain_scores_gemma":[0.936117,0.0590481,0.00092998723,0.0010154559,0.0021899308,0.00069947046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015798204,0.00068217056,0.00087077846,0.002339152,0.0012141324,0.010528743,0.0015725415,0.0027872198,0.016571064],"category_scores_gemma":[0.031902168,0.0004992385,0.00027411757,0.002712331,0.009344102,0.008566293,0.0023961165,0.0038349726,0.0017161784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026919068,0.00006043831,0.0007428044,0.0011700785,0.00005811625,0.000058053152,0.0014883989,0.00085309334,0.00014661341,0.52444464,0.26535618,0.20559464],"study_design_scores_gemma":[0.00001760762,0.000020493524,0.0011342344,0.0030796204,0.000024307714,0.000035351462,0.0025248379,0.00040800477,0.00012576934,0.61326665,0.37934583,0.000017297481],"about_ca_topic_score_codex":0.0056984513,"about_ca_topic_score_gemma":0.018591244,"teacher_disagreement_score":0.016571064,"about_ca_system_score_codex":0.0045122337,"about_ca_system_score_gemma":0.015578616,"threshold_uncertainty_score":0.08354986},"labels":[],"label_agreement":null},{"id":"W4399648854","doi":"10.1142/13944-vol1","title":"Effective Pandemic Response: Linking Evidence, Intervention, Politics, Organization, and Governance","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Intervention (counseling); Pandemic; Political science; Business; Medicine; Coronavirus disease 2019 (COVID-19); Nursing; Law; Disease","score_opus":0.042911117037196383,"score_gpt":0.37650457653090047,"score_spread":0.3335934594937041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399648854","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022039637,0.15971488,0.018193197,0.3439086,0.004838653,0.00017337204,0.000501706,0.00014171105,0.47032386],"genre_scores_gemma":[0.25497824,0.37275916,0.09301322,0.10607239,0.014673015,0.0011108951,0.0013710766,0.0004846925,0.15553737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99229443,0.005124937,0.00022598117,0.00021802478,0.001898829,0.00023788174],"domain_scores_gemma":[0.936117,0.0590481,0.00092998723,0.0010154559,0.0021899308,0.00069947046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015798204,0.00068217056,0.00087077846,0.002339152,0.0012141324,0.010528743,0.0015725415,0.0027872198,0.016571064],"category_scores_gemma":[0.031902168,0.0004992385,0.00027411757,0.002712331,0.009344102,0.008566293,0.0023961165,0.0038349726,0.0017161784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026919068,0.00006043831,0.0007428044,0.0011700785,0.00005811625,0.000058053152,0.0014883989,0.00085309334,0.00014661341,0.52444464,0.26535618,0.20559464],"study_design_scores_gemma":[0.00001760762,0.000020493524,0.0011342344,0.0030796204,0.000024307714,0.000035351462,0.0025248379,0.00040800477,0.00012576934,0.61326665,0.37934583,0.000017297481],"about_ca_topic_score_codex":0.0056984513,"about_ca_topic_score_gemma":0.018591244,"teacher_disagreement_score":0.016571064,"about_ca_system_score_codex":0.0045122337,"about_ca_system_score_gemma":0.015578616,"threshold_uncertainty_score":0.08354986},"labels":[],"label_agreement":null},{"id":"W4399649497","doi":"10.1142/13944","title":"Effective Pandemic Response: Linking Evidence, Intervention, Politics, Organization, and Governance","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Intervention (counseling); Pandemic; Political science; Business; Public administration; Coronavirus disease 2019 (COVID-19); Medicine; Law; Nursing; Finance","score_opus":0.042911117037196383,"score_gpt":0.37650457653090047,"score_spread":0.3335934594937041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399649497","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040379525,0.2493701,0.016820109,0.33659026,0.038982913,0.0002999787,0.00072178687,0.00042641917,0.35638463],"genre_scores_gemma":[0.016344754,0.3796047,0.05994321,0.15909992,0.03640431,0.0015512701,0.0015491643,0.0007288569,0.34477386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99331117,0.0036777859,0.00042724522,0.00020781344,0.0021382289,0.00023769846],"domain_scores_gemma":[0.95887786,0.035482056,0.0005828894,0.0009911061,0.0032755982,0.0007904542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0119043095,0.0010230093,0.0011479274,0.0035202256,0.0016200654,0.010020073,0.0024981985,0.0052851755,0.02923862],"category_scores_gemma":[0.025605991,0.0006210938,0.000653392,0.004288821,0.0054145907,0.011454994,0.003616443,0.0049863015,0.010106899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008447933,0.000016352447,0.000117942276,0.0011154693,0.000013297883,0.000029219524,0.00042890955,0.00033525968,0.00007579662,0.07292098,0.8019261,0.12301224],"study_design_scores_gemma":[0.000007133323,0.000016650845,0.0002942572,0.003955174,0.000009957914,0.00006401064,0.0007483116,0.00019419186,0.00007958886,0.08081101,0.913799,0.000020786045],"about_ca_topic_score_codex":0.009684675,"about_ca_topic_score_gemma":0.029630387,"teacher_disagreement_score":0.02923862,"about_ca_system_score_codex":0.0054518827,"about_ca_system_score_gemma":0.012572262,"threshold_uncertainty_score":0.09781289},"labels":[],"label_agreement":null},{"id":"W4399655012","doi":"10.1142/13944-vol2","title":"Effective Pandemic Response: Linking Evidence, Intervention, Politics, Organization, and Governance","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Intervention (counseling); Pandemic; Political science; Coronavirus disease 2019 (COVID-19); Business; Medicine; Nursing; Law","score_opus":0.042911117037196383,"score_gpt":0.37650457653090047,"score_spread":0.3335934594937041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399655012","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022039637,0.15971488,0.018193197,0.3439086,0.004838653,0.00017337204,0.000501706,0.00014171105,0.47032386],"genre_scores_gemma":[0.25497824,0.37275916,0.09301322,0.10607239,0.014673015,0.0011108951,0.0013710766,0.0004846925,0.15553737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99229443,0.005124937,0.00022598117,0.00021802478,0.001898829,0.00023788174],"domain_scores_gemma":[0.936117,0.0590481,0.00092998723,0.0010154559,0.0021899308,0.00069947046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015798204,0.00068217056,0.00087077846,0.002339152,0.0012141324,0.010528743,0.0015725415,0.0027872198,0.016571064],"category_scores_gemma":[0.031902168,0.0004992385,0.00027411757,0.002712331,0.009344102,0.008566293,0.0023961165,0.0038349726,0.0017161784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026919068,0.00006043831,0.0007428044,0.0011700785,0.00005811625,0.000058053152,0.0014883989,0.00085309334,0.00014661341,0.52444464,0.26535618,0.20559464],"study_design_scores_gemma":[0.00001760762,0.000020493524,0.0011342344,0.0030796204,0.000024307714,0.000035351462,0.0025248379,0.00040800477,0.00012576934,0.61326665,0.37934583,0.000017297481],"about_ca_topic_score_codex":0.0056984513,"about_ca_topic_score_gemma":0.018591244,"teacher_disagreement_score":0.016571064,"about_ca_system_score_codex":0.0045122337,"about_ca_system_score_gemma":0.015578616,"threshold_uncertainty_score":0.08354986},"labels":[],"label_agreement":null},{"id":"W4400172366","doi":"10.1142/13926","title":"Sustainable Production and Food Security","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Food security; Production (economics); Business; Food processing; Natural resource economics; Food science; Economics; Geography; Chemistry; Agriculture","score_opus":0.012737292946314961,"score_gpt":0.19184139779458265,"score_spread":0.1791041048482677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400172366","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039440027,0.04972799,0.0010321828,0.004123482,0.0018536955,0.000023374963,0.00011726401,0.000061989755,0.9426655],"genre_scores_gemma":[0.005503725,0.027507503,0.0010995325,0.0017745513,0.00091981946,0.000047738973,0.00013958923,0.00006699699,0.9629405],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998248,0.00003434168,0.000004420791,0.000031598982,0.0000824479,0.000022346729],"domain_scores_gemma":[0.9999261,0.000026268459,0.0000054864017,0.000011622401,0.000018551038,0.00001196617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032009956,0.0011844288,0.0005258752,0.00077566114,0.0008555419,0.0030036103,0.00046305446,0.0013258435,0.045429528],"category_scores_gemma":[0.00052446383,0.00028912778,0.00019838252,0.0013420384,0.0014082816,0.0030243422,0.001492944,0.0022580223,0.021067591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024436687,0.00004082015,0.0001095706,0.00016878112,0.000006239862,0.000042417225,0.00033783226,0.0002910969,0.0005471549,0.29400405,0.5006582,0.20376945],"study_design_scores_gemma":[0.000002103006,0.0000075274706,0.00016245489,0.00009199242,0.0000012492713,0.000024993984,0.00007663878,0.00005415005,0.000048142992,0.035665013,0.9638638,0.0000019306294],"about_ca_topic_score_codex":0.0039738435,"about_ca_topic_score_gemma":0.0126525285,"teacher_disagreement_score":0.045429528,"about_ca_system_score_codex":0.0015419363,"about_ca_system_score_gemma":0.0013770898,"threshold_uncertainty_score":0.15197688},"labels":[],"label_agreement":null},{"id":"W4401623885","doi":"10.1142/9789811282386_0021","title":"Wilson-Fisher Fixed Points in the Presence of Dirac Fermions","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Differential Geometry Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dirac fermion; Fermion; Physics; Dirac (video compression format); Mathematical physics; Fixed point; Theoretical physics; Quantum mechanics; Mathematics; Mathematical analysis; Neutrino","score_opus":0.03466311503267601,"score_gpt":0.2947995204515655,"score_spread":0.2601364054188895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401623885","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22669052,0.008147346,0.0733834,0.006324157,0.0017688631,0.000053952135,0.00031405198,0.00029167865,0.683026],"genre_scores_gemma":[0.8414482,0.00324569,0.018097656,0.00076378597,0.0013970205,0.000093518254,0.0002019143,0.0002017303,0.13455054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99963427,0.00012279069,0.0000148797735,0.00005305605,0.000102429454,0.00007254572],"domain_scores_gemma":[0.99945086,0.00022380475,0.0000583795,0.00008931148,0.00007964213,0.00009802523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009417053,0.0009224311,0.0010534242,0.0018461329,0.0020450077,0.0025660866,0.0013110802,0.0022756325,0.005505675],"category_scores_gemma":[0.0022845687,0.00058776845,0.00088822166,0.0010157973,0.0033151333,0.0041295886,0.0019723582,0.0030246726,0.0009831187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007598061,0.0000047188414,0.000018807785,0.0000081515755,0.0000027307722,0.0000631815,0.000053760916,0.00045075236,0.00015564874,0.99748296,0.00077986927,0.00097179716],"study_design_scores_gemma":[0.0000063431876,0.000004841403,0.000045728,0.000009819023,0.0000018828518,0.00005212117,0.000032438256,0.0018023403,0.00006558741,0.99652714,0.0014450563,0.0000065711465],"about_ca_topic_score_codex":0.0020312394,"about_ca_topic_score_gemma":0.0021254132,"teacher_disagreement_score":0.005505675,"about_ca_system_score_codex":0.0016861222,"about_ca_system_score_gemma":0.00092480937,"threshold_uncertainty_score":0.018418312},"labels":[],"label_agreement":null},{"id":"W4401925991","doi":"10.1142/9789811295140_0010","title":"Navigating the Digital Frontier: The Art of Ambidextrous Leadership Definition of Digital Leadership","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Frontier; Business; Computer science; Political science","score_opus":0.18134820542292326,"score_gpt":0.30977402473171317,"score_spread":0.1284258193087899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401925991","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00423283,0.02741208,0.011905998,0.027476387,0.0027389892,0.00003950435,0.00002607348,0.00012226393,0.9260459],"genre_scores_gemma":[0.4611329,0.05073209,0.013423475,0.023213191,0.003539854,0.00032268706,0.00010064366,0.0002941135,0.44724104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99889576,0.0005237179,0.000022701326,0.000105898944,0.00029512614,0.00015675586],"domain_scores_gemma":[0.9993193,0.00032706375,0.000044111774,0.000047818896,0.000098097415,0.00016368408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010517371,0.00048372545,0.00022909438,0.0009941866,0.0037478004,0.008853926,0.00075677247,0.0014912296,0.006113112],"category_scores_gemma":[0.001056561,0.00014670283,0.00019922036,0.0011849372,0.01471221,0.0055559496,0.0027937589,0.0047892905,0.002178018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048906336,0.000013790646,0.00008894486,0.00007149436,0.0000015747077,0.000067408626,0.008734488,0.000103639475,0.00009256056,0.9307779,0.03550951,0.02453373],"study_design_scores_gemma":[0.0000054585876,0.00001833298,0.00018895075,0.00029128685,0.0000018150655,0.00015536498,0.0057169707,0.00021530915,0.0001299125,0.22694902,0.76631874,0.000008700765],"about_ca_topic_score_codex":0.0014286307,"about_ca_topic_score_gemma":0.0027592068,"teacher_disagreement_score":0.008853926,"about_ca_system_score_codex":0.0030180542,"about_ca_system_score_gemma":0.0029267236,"threshold_uncertainty_score":0.021897614},"labels":[],"label_agreement":null},{"id":"W4401926079","doi":"10.1142/9789811295140_0011","title":"Driving Digital Transformation Through Entrepreneurial Resilience","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Resilience (materials science); Transformation (genetics); Digital transformation; Business; Computer science; Materials science; World Wide Web; Composite material; Chemistry","score_opus":0.015760279244029066,"score_gpt":0.22030520941128257,"score_spread":0.2045449301672535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401926079","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068492465,0.10472587,0.01198488,0.046763975,0.0016512584,0.00024566829,0.00067679794,0.00022718243,0.765232],"genre_scores_gemma":[0.71978724,0.19587228,0.0061650705,0.0057643354,0.00071820145,0.00027151997,0.00062916375,0.000095413605,0.07069674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99938834,0.00022646607,0.000032500473,0.00008851538,0.00012128909,0.00014283255],"domain_scores_gemma":[0.9981806,0.0012532573,0.00017632908,0.00013638409,0.0001154792,0.00013803413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013615926,0.00032823643,0.00019307487,0.0017718062,0.0009657265,0.0052066157,0.0005414598,0.0008541779,0.022388246],"category_scores_gemma":[0.0032827524,0.00015623124,0.0002922258,0.002430085,0.0021178508,0.006744268,0.0032097676,0.0010533836,0.0018655448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048985334,0.00009640472,0.0030632627,0.0021918193,0.00002823995,0.00047822465,0.004228379,0.0008153461,0.00097578665,0.635393,0.019827673,0.33285278],"study_design_scores_gemma":[0.000012523366,0.000072062256,0.0052059866,0.003970289,0.000034973345,0.00039191847,0.015293461,0.00049146014,0.0035065487,0.17170596,0.79928774,0.000027149094],"about_ca_topic_score_codex":0.0016276466,"about_ca_topic_score_gemma":0.0029928118,"teacher_disagreement_score":0.022388246,"about_ca_system_score_codex":0.0017620585,"about_ca_system_score_gemma":0.0028738682,"threshold_uncertainty_score":0.07489616},"labels":[],"label_agreement":null},{"id":"W4402025376","doi":"10.1142/14028","title":"Theoretical Physics for the Masses","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Relativity and Gravitational Theory","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Physics","score_opus":0.020509497667158746,"score_gpt":0.27473644397034697,"score_spread":0.2542269463031882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402025376","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020106467,0.036177404,0.026805624,0.036381382,0.0050373278,0.000044590615,0.00027284838,0.00031013365,0.8929602],"genre_scores_gemma":[0.16270475,0.033031818,0.02588001,0.02024346,0.0076359524,0.00038105535,0.0005080464,0.0005136156,0.7491014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937963,0.00023227894,0.000016429114,0.00009312336,0.00022198628,0.00005658817],"domain_scores_gemma":[0.9996222,0.00014459016,0.000032662745,0.000078253186,0.00008545207,0.000036776215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008036324,0.00077502715,0.0004220705,0.00094475993,0.0020195367,0.0032237312,0.00087810855,0.0015016549,0.020217286],"category_scores_gemma":[0.0017537845,0.0002865966,0.0005519102,0.00067268993,0.0058975033,0.005715931,0.0023724458,0.004654785,0.00725641],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001040704,0.0000018075629,0.000015890218,0.000017289873,0.0000016356715,0.000010426935,0.0001673704,0.000053600445,0.00003296894,0.9689604,0.02692731,0.0038101645],"study_design_scores_gemma":[0.0000026996927,0.00000359277,0.000067492896,0.00007328877,0.0000017826903,0.0000649201,0.00013080932,0.00030156795,0.000039315768,0.6839597,0.31535155,0.000003301017],"about_ca_topic_score_codex":0.002384869,"about_ca_topic_score_gemma":0.0022297131,"teacher_disagreement_score":0.020217286,"about_ca_system_score_codex":0.0027279062,"about_ca_system_score_gemma":0.0024705634,"threshold_uncertainty_score":0.06763363},"labels":[],"label_agreement":null},{"id":"W4402425695","doi":"10.1142/9789811286490_0007","title":"Robust Structured Declarative Classifiers for Point Clouds","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Point cloud; Point (geometry); Artificial intelligence; Programming language; Natural language processing; Mathematics; Geometry","score_opus":0.03789077237591772,"score_gpt":0.24184810831578585,"score_spread":0.20395733593986815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402425695","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016634864,0.00034504465,0.99381787,0.00009220748,0.00004643435,0.000029497516,0.0003106446,0.0021434333,0.0015514162],"genre_scores_gemma":[0.062025033,0.00079396466,0.9229087,0.00024284601,0.00013396684,0.00018030286,0.0031237497,0.0012621608,0.009329255],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99844354,0.00020302481,0.00015473191,0.00029432485,0.00080503896,0.00009931367],"domain_scores_gemma":[0.9970452,0.0013770977,0.00019387575,0.00074696273,0.00058429386,0.000052511226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001620333,0.0008164848,0.00093069597,0.0007127937,0.00037673107,0.0024564574,0.002804428,0.0009917463,0.004430378],"category_scores_gemma":[0.005488673,0.00093834795,0.0010992681,0.0009568503,0.0009255334,0.004192209,0.0022324147,0.0027597763,0.0032588805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016753188,0.000095162744,0.00061784335,0.00044674057,0.000081505445,0.00014990859,0.00026598747,0.1375964,0.017763441,0.15378137,0.02776293,0.66127115],"study_design_scores_gemma":[0.000017048258,0.0000558047,0.00034322427,0.00011295309,0.000032895525,0.0001866862,0.00008241276,0.74097013,0.018674525,0.20058656,0.038912192,0.000025526484],"about_ca_topic_score_codex":0.0015351971,"about_ca_topic_score_gemma":0.0028949715,"teacher_disagreement_score":0.004430378,"about_ca_system_score_codex":0.00085446646,"about_ca_system_score_gemma":0.00096499117,"threshold_uncertainty_score":0.014821112},"labels":[],"label_agreement":null},{"id":"W4402530667","doi":"10.1142/9789813275720_0001","title":"Introduction to Gamma-Ray Astronomy","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Astronomy; Gamma-ray astronomy; Astrophysics; Physics; Gamma ray","score_opus":0.012994805763115912,"score_gpt":0.22301283843866593,"score_spread":0.21001803267555003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402530667","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035528388,0.06955722,0.0037640207,0.0015117099,0.004025758,0.000036152418,0.00031085615,0.000281701,0.92015725],"genre_scores_gemma":[0.0019619893,0.035428636,0.0020299447,0.0012728091,0.0014452585,0.000025394036,0.00025655923,0.0001885156,0.95739096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998442,0.0000150071955,0.000007601034,0.000023874998,0.00009556623,0.00001373435],"domain_scores_gemma":[0.99981314,0.00006362092,0.000010330788,0.000022155931,0.00006445208,0.000026292408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022225249,0.0012547325,0.0006198638,0.0022365863,0.000736677,0.0023086295,0.00088634266,0.0009791137,0.09875863],"category_scores_gemma":[0.0005765175,0.0003873995,0.00038306805,0.002552965,0.0007949235,0.002517041,0.0012683244,0.0022689837,0.063059434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023158469,0.000056075172,0.00010817848,0.0004190171,0.000006802898,0.00009856942,0.0002223971,0.00037883825,0.00096484105,0.07149273,0.6484866,0.27774283],"study_design_scores_gemma":[0.0000010768055,0.0000037590444,0.000076154276,0.00007908067,0.0000011112625,0.00005563389,0.000013321314,0.000023751049,0.000044037235,0.009196899,0.99050355,0.000001723713],"about_ca_topic_score_codex":0.0016619397,"about_ca_topic_score_gemma":0.0041166055,"teacher_disagreement_score":0.09875863,"about_ca_system_score_codex":0.0010760439,"about_ca_system_score_gemma":0.0010548377,"threshold_uncertainty_score":0.33038056},"labels":[],"label_agreement":null},{"id":"W4402530725","doi":"10.1142/9789813275720_0004","title":"The Status of Very-High-Energy Gamma-Ray Astronomy","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Astronomy; High-energy astronomy; Gamma-ray astronomy; Physics; Energy (signal processing); Astrophysics; Environmental science; Gamma ray; Cosmic ray","score_opus":0.012110584497008768,"score_gpt":0.21392982245307382,"score_spread":0.20181923795606505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402530725","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021872397,0.37623566,0.0041760663,0.010966203,0.0044168774,0.000013118162,0.000088611596,0.000118619966,0.6017977],"genre_scores_gemma":[0.05572,0.43377447,0.0072688656,0.008956523,0.008178941,0.00004784902,0.0003656863,0.00022278137,0.4854649],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999653,0.000067812085,0.000013722652,0.000034337125,0.0001933744,0.00003772231],"domain_scores_gemma":[0.9994337,0.00031016048,0.0000325586,0.00005550317,0.000092480455,0.0000756891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079138746,0.00041641353,0.00043547756,0.0011686811,0.0007492979,0.0057449057,0.0010666949,0.0016262766,0.02000017],"category_scores_gemma":[0.0011668558,0.00025756008,0.00022458076,0.0021457095,0.0023640762,0.005880581,0.0017821625,0.002887039,0.006303295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028856512,0.000046337802,0.00025146749,0.00050281413,0.000009405731,0.00008917444,0.00037355875,0.00026678346,0.0011925424,0.5938702,0.100381315,0.30298746],"study_design_scores_gemma":[0.0000019756797,0.0000072628713,0.00025140014,0.00018529466,0.0000021631324,0.000111700676,0.0000692146,0.00010220215,0.000113256894,0.06881935,0.9303315,0.000004543017],"about_ca_topic_score_codex":0.0013677145,"about_ca_topic_score_gemma":0.0016631039,"teacher_disagreement_score":0.02000017,"about_ca_system_score_codex":0.0013202741,"about_ca_system_score_gemma":0.0016709729,"threshold_uncertainty_score":0.06690723},"labels":[],"label_agreement":null},{"id":"W4402823949","doi":"10.1142/9789811291821_0008","title":"Montreal Experiments","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.015938738902070006,"score_gpt":0.24440447912580363,"score_spread":0.22846574022373362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402823949","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00274445,0.00038670556,0.0031761562,0.0024795507,0.0008099998,0.00024534177,0.0089918645,0.0013954586,0.97977054],"genre_scores_gemma":[0.020488169,0.00035104377,0.004741553,0.001413763,0.0001613479,0.00025162933,0.0056229555,0.00059255474,0.96637696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986259,0.00012802618,0.000017522523,0.0004191294,0.00058808917,0.00022137717],"domain_scores_gemma":[0.9989365,0.0001057671,0.000029616405,0.00036406246,0.0003023156,0.00026164707],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013604362,0.0009729994,0.0005360597,0.0012011736,0.0034519008,0.0029556016,0.0017840797,0.001521063,0.34689626],"category_scores_gemma":[0.0017779414,0.00057847373,0.00055333873,0.0011585128,0.0010583719,0.0016748426,0.0019102223,0.002857053,0.08411104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035138612,0.00014286007,0.00058713224,0.000097989374,0.000022947726,0.00007884111,0.0001827574,0.00020631026,0.004950752,0.089720316,0.8409131,0.06274561],"study_design_scores_gemma":[0.00006833048,0.000053056207,0.0013192019,0.000020034557,0.000009472106,0.00003385079,0.000055443783,0.00014854161,0.0027216717,0.0050690062,0.99047977,0.000021535923],"about_ca_topic_score_codex":0.084887065,"about_ca_topic_score_gemma":0.22265473,"teacher_disagreement_score":0.34689626,"about_ca_system_score_codex":0.005314743,"about_ca_system_score_gemma":0.0049179327,"threshold_uncertainty_score":0.9315732},"labels":[],"label_agreement":null},{"id":"W4403237214","doi":"10.1142/9789811291968_0004","title":"Toronto","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.029905315830676116,"score_gpt":0.25927076959304113,"score_spread":0.229365453762365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403237214","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002320158,0.0035969033,0.000511038,0.000665415,0.0005229893,0.000018259569,0.0018865783,0.00033668653,0.99223],"genre_scores_gemma":[0.00057522306,0.0010376137,0.00017828471,0.00006344273,0.000026795384,0.000006059341,0.00037956,0.00009919471,0.9976338],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958533,0.000033084318,0.000013216405,0.00009992096,0.00020016704,0.000068300484],"domain_scores_gemma":[0.9995394,0.000053381198,0.000023323142,0.0000725816,0.00020074932,0.000110540925],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027973505,0.0018340409,0.00083508267,0.0022962617,0.0034360704,0.005421631,0.0009281469,0.0014747354,0.73952127],"category_scores_gemma":[0.0008649262,0.0009492501,0.0005935019,0.0042358595,0.00071640784,0.0021319715,0.0019112725,0.0017322733,0.5304394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028328981,0.000012814118,0.0001667903,0.00017017793,0.0000052788573,0.000105117804,0.0001494078,0.00022830078,0.00029449293,0.014312869,0.8822287,0.102297656],"study_design_scores_gemma":[0.0000025929337,0.0000033885126,0.00019587562,0.00005132969,0.0000023880666,0.00003107409,0.000081447084,0.000048520546,0.00009296814,0.0006996333,0.9987877,0.0000030547274],"about_ca_topic_score_codex":0.15774152,"about_ca_topic_score_gemma":0.4296881,"teacher_disagreement_score":0.84225845,"about_ca_system_score_codex":0.004344768,"about_ca_system_score_gemma":0.0044205184,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4403908911","doi":"10.1142/9789811296642_0004","title":"Investigating the Influence of Institutions, Politics, Organizations, and Governance on the COVID-19 Response in British Columbia, Canada: A Jurisdictional Case Study Protocol","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Corporate governance; Politics; Public administration; Political science; Protocol (science); Medicine; Law; Management; Economics","score_opus":0.03170117554530578,"score_gpt":0.2778713653076959,"score_spread":0.24617018976239013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403908911","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82075125,0.0008965546,0.0016593112,0.0041397717,0.00011436305,0.013297962,0.011638096,0.000056399123,0.14744622],"genre_scores_gemma":[0.8762587,0.0009470932,0.004676018,0.0028943545,0.000031110427,0.01740378,0.0044864025,0.000052807285,0.09324975],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9922822,0.0016072325,0.00028700533,0.000718511,0.0019411418,0.0031639591],"domain_scores_gemma":[0.98139507,0.004231941,0.0010617041,0.0009319726,0.0105274245,0.0018518799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006874591,0.0004474709,0.0005663084,0.0030379754,0.018404968,0.0051598116,0.0036439712,0.0026764187,0.011267625],"category_scores_gemma":[0.01682616,0.00075794634,0.00047737398,0.0071126986,0.00471008,0.0013634773,0.003631788,0.0028993962,0.001438206],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0020566105,0.0036143756,0.37026584,0.00259309,0.00018963148,0.0044931793,0.22762068,0.00530271,0.0041710534,0.08184958,0.17009225,0.12775102],"study_design_scores_gemma":[0.0006071149,0.00060905126,0.37874103,0.0016003442,0.00027059796,0.0002949484,0.44361585,0.0020465993,0.0031205213,0.0031295847,0.16571413,0.0002502054],"about_ca_topic_score_codex":0.99417984,"about_ca_topic_score_gemma":0.9978027,"teacher_disagreement_score":0.84166145,"about_ca_system_score_codex":0.15833856,"about_ca_system_score_gemma":0.23697425,"threshold_uncertainty_score":0.976208},"labels":[],"label_agreement":null},{"id":"W4403909145","doi":"10.1142/9789811296628_0001","title":"What Has the COVID-19 Pandemic Taught Us?","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Infectious disease (medical specialty); Outbreak; Internal medicine","score_opus":0.15377352487799661,"score_gpt":0.28910886642611633,"score_spread":0.13533534154811971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909145","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019015805,0.072118096,0.0019694238,0.7323166,0.022309816,0.000014643396,0.00045775302,0.00007067533,0.16884133],"genre_scores_gemma":[0.088275015,0.27019763,0.0048826127,0.25073752,0.059616353,0.00011467151,0.00062443165,0.00038998295,0.32516178],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990478,0.00037560178,0.000024627434,0.000077023265,0.00032294707,0.00015190846],"domain_scores_gemma":[0.99705195,0.001586285,0.00018547646,0.00013748388,0.0006676669,0.00037125178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003278999,0.00045151758,0.00043043934,0.0010718452,0.0012093167,0.0055322153,0.0007007599,0.004885999,0.026986228],"category_scores_gemma":[0.011181969,0.00028198538,0.00042063135,0.0013595388,0.0038350439,0.008655119,0.0011406395,0.0071392497,0.0058723358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002340061,0.000052306994,0.0008511183,0.0001976924,0.000015916958,0.000076346485,0.00033830616,0.0006402989,0.00008139675,0.31432632,0.57692707,0.1064699],"study_design_scores_gemma":[0.00000787026,0.00001564418,0.0012956562,0.00062100997,0.000007723086,0.00005993088,0.00047252508,0.00036015807,0.00007139538,0.17194542,0.8251256,0.000017129023],"about_ca_topic_score_codex":0.019436557,"about_ca_topic_score_gemma":0.02128085,"teacher_disagreement_score":0.026986228,"about_ca_system_score_codex":0.0054112715,"about_ca_system_score_gemma":0.0062880632,"threshold_uncertainty_score":0.09027797},"labels":[],"label_agreement":null},{"id":"W4403909163","doi":"10.1142/9789811296666_0012","title":"The Swedish Approach to the COVID-19 Pandemic","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Geography; Medicine; Infectious disease (medical specialty); Outbreak","score_opus":0.08441897143299568,"score_gpt":0.2918505971591076,"score_spread":0.20743162572611193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909163","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038649621,0.012307677,0.0014998174,0.025717262,0.0026111135,0.000015831803,0.00014285198,0.000104193976,0.95373636],"genre_scores_gemma":[0.15723258,0.026509373,0.004159722,0.014621682,0.00083664985,0.0000927066,0.00036218614,0.00026934672,0.7959158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982704,0.0005677504,0.000052186904,0.00016617912,0.0004572426,0.00048618295],"domain_scores_gemma":[0.99932146,0.00026982962,0.000039454946,0.000051418283,0.00017673527,0.00014103686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013510674,0.0009391963,0.00032983406,0.00331247,0.008744801,0.015258412,0.0009455767,0.004561404,0.023557765],"category_scores_gemma":[0.0037210512,0.0003988371,0.0004916124,0.0035147602,0.005217608,0.003925929,0.0042601903,0.004481853,0.008707589],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058258345,0.00003142574,0.00052819843,0.00016604333,0.000013766506,0.000553182,0.008377446,0.0005076533,0.00013617343,0.68982047,0.22232646,0.077481],"study_design_scores_gemma":[0.0000034281504,0.000008272034,0.00023557202,0.00041476317,0.000007153177,0.00021641087,0.004590561,0.00009274904,0.000095292504,0.025588356,0.96873784,0.0000096038475],"about_ca_topic_score_codex":0.09009496,"about_ca_topic_score_gemma":0.10611007,"teacher_disagreement_score":0.09009496,"about_ca_system_score_codex":0.009571157,"about_ca_system_score_gemma":0.017084422,"threshold_uncertainty_score":0.1791411},"labels":[],"label_agreement":null},{"id":"W4403909259","doi":"10.1142/9789811296628_0012","title":"Immunization Program Planning","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Immunization; Immunization program; Computer science; Medicine; Immunology; Antigen","score_opus":0.042228791696292366,"score_gpt":0.3260245002272572,"score_spread":0.28379570853096486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909259","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004129409,0.0019112611,0.0027455667,0.0053609675,0.0007260475,0.00016915025,0.0010304474,0.0001977248,0.98744595],"genre_scores_gemma":[0.0061766813,0.0052598836,0.0064588925,0.0022733707,0.00021237304,0.0002204757,0.0015426918,0.0000936659,0.977762],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999529,0.00013478429,0.000015050715,0.00005772501,0.00017299155,0.000090460046],"domain_scores_gemma":[0.9996197,0.00009732967,0.000021005462,0.000038974977,0.00014577385,0.0000772774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011446156,0.00050487876,0.00023204542,0.0014480354,0.0011459237,0.0024733443,0.000796804,0.00082586595,0.1588097],"category_scores_gemma":[0.0022521708,0.00039309863,0.0002548193,0.0017337102,0.00030850712,0.0016993702,0.0010004081,0.0015236498,0.04188172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075824687,0.00003687896,0.0003172508,0.00008020519,0.0000022190814,0.000029772387,0.00020838332,0.0004688245,0.00011834142,0.069796115,0.697259,0.2316754],"study_design_scores_gemma":[0.0000014695629,0.0000060334646,0.00033403822,0.000082121,0.0000013288226,0.000019029087,0.000107525375,0.00011642353,0.000063919484,0.0064411266,0.99282503,0.0000018907335],"about_ca_topic_score_codex":0.021742774,"about_ca_topic_score_gemma":0.03918449,"teacher_disagreement_score":0.1588097,"about_ca_system_score_codex":0.0030049086,"about_ca_system_score_gemma":0.007971812,"threshold_uncertainty_score":0.5312714},"labels":[],"label_agreement":null},{"id":"W4403909269","doi":"10.1142/9789811296628_0004","title":"Transmission Dynamics of COVID-19","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); Dynamics (music); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Computer science; Virology; Medicine; Telecommunications; Physics; Acoustics; Outbreak","score_opus":0.2218784015220352,"score_gpt":0.40016081293700817,"score_spread":0.17828241141497297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909269","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13640198,0.025791237,0.16463506,0.036546476,0.0010555453,0.00010633818,0.0035872592,0.00027167785,0.6316044],"genre_scores_gemma":[0.83153677,0.016230019,0.019297099,0.0013286922,0.00059312105,0.00012234364,0.0011489808,0.00011033798,0.12963258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948895,0.00026580156,0.000017506069,0.00006304779,0.00010726191,0.000057414316],"domain_scores_gemma":[0.99829227,0.0011717293,0.00018935656,0.00008639069,0.00019162464,0.000068729554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011508517,0.00028887318,0.0003122512,0.0011548547,0.00049832114,0.0019035264,0.0005748952,0.0006321492,0.01657879],"category_scores_gemma":[0.007464542,0.00020539293,0.00028167185,0.0013545745,0.00074134266,0.002254166,0.0009349826,0.0012502732,0.0015056374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033087825,0.000021476066,0.0031592532,0.00007212558,0.000013601637,0.00009982238,0.00039181495,0.004321065,0.0003125907,0.933072,0.021938825,0.03656448],"study_design_scores_gemma":[0.000012863828,0.000042592135,0.012570705,0.0002289721,0.00002212409,0.00065858394,0.00073285296,0.051872015,0.00056059693,0.8301035,0.10316619,0.00002910665],"about_ca_topic_score_codex":0.007095602,"about_ca_topic_score_gemma":0.0050954386,"teacher_disagreement_score":0.01657879,"about_ca_system_score_codex":0.0020160223,"about_ca_system_score_gemma":0.0007804095,"threshold_uncertainty_score":0.055461586},"labels":[],"label_agreement":null},{"id":"W4403909279","doi":"10.1142/9789811296628_0003","title":"Virus Meets Host: SARS-CoV-2 Pathogenesis","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Host (biology); Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pathogenesis; Virus; Coronavirus disease 2019 (COVID-19); Biology; 2019-20 coronavirus outbreak; Sars virus; Medicine; Genetics; Immunology; Infectious disease (medical specialty); Disease; Pathology","score_opus":0.06863201617196733,"score_gpt":0.3344489923118844,"score_spread":0.26581697613991706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909279","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024815092,0.29632118,0.009600444,0.026861327,0.02072786,0.00006591112,0.00036336025,0.00029147323,0.643287],"genre_scores_gemma":[0.009035958,0.091276065,0.003921324,0.006527072,0.004366988,0.000039268623,0.00026458476,0.00009874127,0.8844699],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998871,0.00002429257,0.000003805339,0.0000137507595,0.000060433278,0.000010630527],"domain_scores_gemma":[0.9999429,0.000024795347,0.0000042276465,0.000004655994,0.00001310474,0.000010367207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024151977,0.00068013876,0.0003569012,0.0005536682,0.00052516995,0.0026731652,0.00041477825,0.0014101241,0.030414192],"category_scores_gemma":[0.00023539356,0.00024262925,0.00029240944,0.0005904028,0.00057121116,0.0029732722,0.0009693626,0.0021775279,0.016430821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055167784,0.000073307005,0.00013274816,0.00048358407,0.000008234346,0.00019463197,0.00041349567,0.00038794678,0.011095166,0.2047951,0.53668886,0.24567181],"study_design_scores_gemma":[0.0000026262258,0.00001642229,0.000077668185,0.0000906748,0.000002099076,0.0001521544,0.000052792686,0.000090452406,0.00042703777,0.013597279,0.9854879,0.000002937421],"about_ca_topic_score_codex":0.0009885668,"about_ca_topic_score_gemma":0.0022264142,"teacher_disagreement_score":0.030414192,"about_ca_system_score_codex":0.0010074779,"about_ca_system_score_gemma":0.000667262,"threshold_uncertainty_score":0.101745605},"labels":[],"label_agreement":null},{"id":"W4403909416","doi":"10.1142/9789811296628_0007","title":"Screening, Contact Tracing, Quarantine, Isolation, and Restrictions on Travel","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Quarantine; Isolation (microbiology); Contact tracing; Tracing; Geography; Transport engineering; Computer science; Engineering; Biology; Medicine; Operating system; Ecology; Coronavirus disease 2019 (COVID-19); Microbiology; Infectious disease (medical specialty); Internal medicine","score_opus":0.036371572307611996,"score_gpt":0.2617290863374188,"score_spread":0.2253575140298068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909416","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025134357,0.046145726,0.00412026,0.013138096,0.0006734519,0.00006789983,0.00052541,0.00014972572,0.9100451],"genre_scores_gemma":[0.28767928,0.069402486,0.0038923407,0.0025316544,0.0007095384,0.000094343566,0.0005910444,0.00012181935,0.63497746],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995222,0.00014059406,0.000016503764,0.000048720707,0.00018475894,0.000087126085],"domain_scores_gemma":[0.99931395,0.00038596688,0.00007955129,0.00004001437,0.00009120731,0.00008926476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000507735,0.00035651372,0.00029434892,0.0014483946,0.0009729447,0.0023211066,0.00059213315,0.0010108732,0.03168621],"category_scores_gemma":[0.0027634862,0.0002444793,0.0002101955,0.0020856408,0.0015526162,0.001815738,0.0008443749,0.0011029604,0.0036914374],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016048878,0.00019452155,0.013806108,0.00045601474,0.000011399623,0.00034645252,0.0039023666,0.00066088745,0.0006502177,0.124981254,0.19754523,0.65728503],"study_design_scores_gemma":[0.000013020061,0.00018435704,0.046446294,0.0013265419,0.000028738246,0.0023881488,0.009126161,0.000819354,0.00066855876,0.06407288,0.87488925,0.000036739428],"about_ca_topic_score_codex":0.021129241,"about_ca_topic_score_gemma":0.038344007,"teacher_disagreement_score":0.03168621,"about_ca_system_score_codex":0.0011131983,"about_ca_system_score_gemma":0.0021066484,"threshold_uncertainty_score":0.10600096},"labels":[],"label_agreement":null},{"id":"W4403909515","doi":"10.1142/9789811296628_0014","title":"Exploring the Impact of Institutions, Governance, Organization, and Politics in Relation to the Pandemic Response","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Relation (database); Pandemic; Political science; Coronavirus disease 2019 (COVID-19); Business; Medicine; Law; Computer science; Data mining; Finance","score_opus":0.07825876000907128,"score_gpt":0.30995813255090676,"score_spread":0.23169937254183548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909515","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023178095,0.017124763,0.004489194,0.022366764,0.00042511043,0.000028904016,0.00008081285,0.000023648234,0.9322826],"genre_scores_gemma":[0.66400135,0.044388343,0.0063431715,0.0053501613,0.0008286701,0.00014929673,0.00019623243,0.0000992168,0.27864355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999566,0.0002807734,0.0000038504713,0.000023216598,0.000056282715,0.00006992663],"domain_scores_gemma":[0.99881077,0.0010350514,0.000036573336,0.00002970939,0.000043199547,0.000044758523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010615147,0.00025457522,0.00018268944,0.0005597331,0.0015808556,0.004819867,0.00055163016,0.0012968181,0.008505173],"category_scores_gemma":[0.0014322958,0.00015869598,0.00021357657,0.001860473,0.005360649,0.0033093481,0.0016487789,0.0023906524,0.0004897607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055047876,0.000014777419,0.00034219713,0.000039357696,0.0000033396154,0.00006754498,0.002725664,0.0012739509,0.000112362635,0.9717021,0.009743945,0.013969314],"study_design_scores_gemma":[0.0000045327965,0.000015521091,0.0029842784,0.00016570553,0.0000065083677,0.000053788808,0.012553903,0.0020673692,0.00018319536,0.72237605,0.25957835,0.000010729032],"about_ca_topic_score_codex":0.010572129,"about_ca_topic_score_gemma":0.03352528,"teacher_disagreement_score":0.010572129,"about_ca_system_score_codex":0.0032263633,"about_ca_system_score_gemma":0.0037480476,"threshold_uncertainty_score":0.028452635},"labels":[],"label_agreement":null},{"id":"W4403909519","doi":"10.1142/9789811296666_0003","title":"Pandemic Response in the American Heartland: Examining the Influence of Politics and Public Health Organizations on Governance and Decision-making in Iowa, USA","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Political science; Pandemic; Public administration; Public health; Making-of; Environmental ethics; Coronavirus disease 2019 (COVID-19); Public relations; Medicine; Management; Law; Nursing; Economics; Infectious disease (medical specialty)","score_opus":0.07852482273310928,"score_gpt":0.4158800910218661,"score_spread":0.33735526828875684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909519","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62749577,0.005897065,0.00090724486,0.114623286,0.0008122639,0.0000856195,0.00092097715,0.000041542895,0.24921629],"genre_scores_gemma":[0.9364261,0.00552989,0.0007426802,0.0072038835,0.0001999281,0.0001056881,0.0006751033,0.000027321079,0.049089327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994586,0.0002704835,0.000011676403,0.000040076004,0.00006125751,0.00015792409],"domain_scores_gemma":[0.9985916,0.0006691134,0.00014983914,0.000031679934,0.00019667867,0.0003610319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013121414,0.00017937209,0.0001245405,0.000509108,0.0023523553,0.0047887634,0.00094808504,0.0012098114,0.0038844196],"category_scores_gemma":[0.0020313032,0.00022335161,0.00018967617,0.0013321533,0.0013904002,0.0012976761,0.0014302119,0.0025321154,0.0002624124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041047428,0.0015054046,0.25129178,0.0003111015,0.00016903144,0.0013950842,0.07619262,0.004752151,0.001789889,0.15820016,0.38218004,0.121802285],"study_design_scores_gemma":[0.00008088242,0.00010433218,0.41518533,0.00055443414,0.000071529765,0.000107405926,0.33957008,0.0036956265,0.00059743447,0.018686723,0.22127546,0.00007076387],"about_ca_topic_score_codex":0.36819017,"about_ca_topic_score_gemma":0.71499646,"teacher_disagreement_score":0.36819017,"about_ca_system_score_codex":0.007968924,"about_ca_system_score_gemma":0.014395131,"threshold_uncertainty_score":0.73209417},"labels":[],"label_agreement":null},{"id":"W4403909588","doi":"10.1142/9789811296628_0002","title":"SARS-CoV-2: The Virus","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Sars virus; Virus; Biology; Medicine; Infectious disease (medical specialty); Internal medicine","score_opus":0.07598415667411659,"score_gpt":0.34473932526998924,"score_spread":0.2687551685958727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909588","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009632508,0.20959488,0.00413306,0.0106532145,0.015990056,0.00009090543,0.0005688578,0.00024296208,0.7577629],"genre_scores_gemma":[0.0027556021,0.04687055,0.0022271068,0.0040758494,0.0016901734,0.000038592567,0.00031737133,0.00009984389,0.9419249],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984956,0.000024729132,0.0000055515593,0.000022520899,0.00008063644,0.000016846507],"domain_scores_gemma":[0.999912,0.000030587977,0.000006104855,0.000006686335,0.000027521424,0.000017047942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028163425,0.00095230376,0.00041704334,0.0008308083,0.0006451581,0.002967028,0.00062181934,0.0014073149,0.052308172],"category_scores_gemma":[0.00042145798,0.00025328965,0.0003084627,0.0010596627,0.0007263113,0.0031049557,0.0011093789,0.0021950454,0.031039627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039720144,0.000043761593,0.00006116128,0.00024739417,0.0000037067489,0.0000837368,0.0001945569,0.00016815882,0.0016942834,0.08266638,0.71922874,0.19556843],"study_design_scores_gemma":[0.0000016362926,0.0000069838493,0.000038799884,0.00005755294,8.3766434e-7,0.000058878515,0.000022804881,0.000025911128,0.00009807373,0.0040006377,0.9956862,0.0000017448837],"about_ca_topic_score_codex":0.0026442772,"about_ca_topic_score_gemma":0.0047074337,"teacher_disagreement_score":0.052308172,"about_ca_system_score_codex":0.0012933064,"about_ca_system_score_gemma":0.0010553765,"threshold_uncertainty_score":0.17498827},"labels":[],"label_agreement":null},{"id":"W4403909604","doi":"10.1142/9789811296628_0010","title":"Therapeutics for COVID-19","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Computer science; Medicine; Infectious disease (medical specialty); Internal medicine; Outbreak","score_opus":0.18807572602901138,"score_gpt":0.46113759126122933,"score_spread":0.273061865232218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909604","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023391047,0.06832219,0.0031827008,0.022249404,0.012797896,0.0001284472,0.00041305923,0.00028129978,0.8923911],"genre_scores_gemma":[0.0010413481,0.02436216,0.0024870848,0.01227289,0.0017019593,0.0001087229,0.0002911941,0.00012299117,0.9576116],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990877,0.00024080499,0.000041829757,0.00006703354,0.0004913626,0.000071230716],"domain_scores_gemma":[0.9990145,0.00043752993,0.00007201286,0.000073067145,0.00022246859,0.00018040538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026757594,0.0009047756,0.0005570331,0.0018294731,0.0011266206,0.0043273275,0.00089883816,0.0028216736,0.12161692],"category_scores_gemma":[0.003489302,0.00038143861,0.00047496817,0.0010053967,0.001155373,0.0029321343,0.002270325,0.004428586,0.061442394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019043331,0.000029456827,0.000025876438,0.00017355537,0.0000028985694,0.00003522879,0.00006123985,0.000060037506,0.00025359044,0.04855083,0.842576,0.1082121],"study_design_scores_gemma":[0.0000032653802,0.000008816873,0.000035440284,0.0001484222,0.0000013730672,0.00005417946,0.000010904103,0.000019540668,0.000045761248,0.0055680578,0.99410206,0.0000022255008],"about_ca_topic_score_codex":0.0022561108,"about_ca_topic_score_gemma":0.009576244,"teacher_disagreement_score":0.12161692,"about_ca_system_score_codex":0.0022366822,"about_ca_system_score_gemma":0.0032925333,"threshold_uncertainty_score":0.40684915},"labels":[],"label_agreement":null},{"id":"W4403909612","doi":"10.1142/9789811296666_0002","title":"How Public Health Organizational Structure Affected the Response to the COVID-19 Pandemic: A Case Study in British Columbia, Canada","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of British Columbia","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Public health; 2019-20 coronavirus outbreak; Organizational structure; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Virology; Medicine; Law; Nursing; Infectious disease (medical specialty); Outbreak","score_opus":0.10225699058735156,"score_gpt":0.3911047253971458,"score_spread":0.28884773480979425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94806266,0.001090224,0.00018989362,0.01073073,0.00007777122,0.00016114264,0.00042708547,0.000014499005,0.039246026],"genre_scores_gemma":[0.98129797,0.0011234236,0.00026377378,0.0015112768,0.000011602936,0.000047647452,0.00019539385,0.000019191479,0.015529726],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.996425,0.00054797507,0.000056927136,0.00013978436,0.000444742,0.0023856692],"domain_scores_gemma":[0.9950995,0.0007459452,0.00029994623,0.00009442477,0.0017206643,0.002039436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017970351,0.00042568875,0.00047037358,0.0016733283,0.025001418,0.005602357,0.0033934952,0.0030497247,0.0057493607],"category_scores_gemma":[0.0049294103,0.0005849216,0.00039472684,0.0042573293,0.0048450027,0.0013309728,0.003585779,0.0039778054,0.00047439054],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0005178032,0.00145819,0.49327588,0.0003774634,0.00016470933,0.010621907,0.32199094,0.0032787132,0.0015786767,0.02568786,0.06399372,0.077054225],"study_design_scores_gemma":[0.000059622354,0.00012573792,0.22504476,0.00034089052,0.00008266921,0.00030995114,0.74211925,0.0011704498,0.00022152795,0.00082219986,0.029624902,0.00007813114],"about_ca_topic_score_codex":0.9987608,"about_ca_topic_score_gemma":0.999579,"teacher_disagreement_score":0.8421669,"about_ca_system_score_codex":0.15783311,"about_ca_system_score_gemma":0.19684088,"threshold_uncertainty_score":0.97679424},"labels":[],"label_agreement":null},{"id":"W4403909738","doi":"10.1142/9789811296642_0003","title":"Exploring the Impact of Institutions, Politics, and Organization on Governance as Decision-Making in Pandemic Response","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Pandemic; Political science; Public administration; Coronavirus disease 2019 (COVID-19); Management; Economics; Medicine; Law","score_opus":0.11559081052798682,"score_gpt":0.3080306683348718,"score_spread":0.192439857806885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909738","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054822475,0.021629158,0.029733423,0.061650213,0.00048815456,0.000047063102,0.00020868526,0.000057176105,0.83136356],"genre_scores_gemma":[0.8910547,0.018374786,0.009877124,0.0030381063,0.0004106167,0.00009845678,0.00014589501,0.00008410805,0.076916225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931526,0.00048082837,0.000008372902,0.000035468263,0.00006175395,0.00009841694],"domain_scores_gemma":[0.9973326,0.00231271,0.000103860155,0.000072284725,0.000087809865,0.00009066338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017593547,0.0002700172,0.0002162948,0.0003613695,0.0009998755,0.0049846363,0.0005626399,0.0016136088,0.0069174063],"category_scores_gemma":[0.0031723946,0.00020463605,0.00023734658,0.0012296138,0.0039241486,0.0037809862,0.0012474272,0.0021230683,0.00041045572],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005575516,0.000014210638,0.0003636702,0.00002292207,0.0000039078845,0.000018644148,0.00057269714,0.0032000751,0.000069992915,0.9816673,0.0046845474,0.009376661],"study_design_scores_gemma":[0.0000039485717,0.000007848622,0.0012409635,0.000066628345,0.0000047392577,0.000009204884,0.0015393456,0.00402533,0.000101594436,0.950204,0.04279078,0.000005684967],"about_ca_topic_score_codex":0.01006832,"about_ca_topic_score_gemma":0.021298021,"teacher_disagreement_score":0.01006832,"about_ca_system_score_codex":0.003093516,"about_ca_system_score_gemma":0.0031061247,"threshold_uncertainty_score":0.023141086},"labels":[],"label_agreement":null},{"id":"W4403909848","doi":"10.1142/9789811296642_0001","title":"Improving the Response to Future Pandemics Requires an Improved Understanding of the Role Played by Institutions, Politics, Organization, and Governance","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Political science; Pandemic; Public administration; Coronavirus disease 2019 (COVID-19); Management; Economics; Law; Medicine","score_opus":0.020930877407249103,"score_gpt":0.2540869439577259,"score_spread":0.2331560665504768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909848","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028312565,0.044820618,0.02609635,0.06808229,0.0027730204,0.000073514,0.0001941085,0.00014119434,0.85498756],"genre_scores_gemma":[0.13691443,0.20295642,0.072127394,0.02254029,0.006761815,0.0002806894,0.00054486736,0.0004078139,0.5574664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999428,0.00019779349,0.000014670734,0.000051040613,0.0002363369,0.00007217085],"domain_scores_gemma":[0.9988896,0.00075671455,0.000060999188,0.00007266541,0.00012310124,0.00009687239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017215491,0.0005730213,0.0004933324,0.0007086482,0.0011950566,0.007174996,0.0009663118,0.0021672484,0.013964008],"category_scores_gemma":[0.0013678109,0.0003671395,0.00030126018,0.0012112067,0.0054543605,0.0076540336,0.0018725867,0.004290057,0.0040617133],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028080317,0.000022390648,0.00013572683,0.00011158188,0.0000040570158,0.000025763195,0.0005763983,0.0012008419,0.00035574203,0.9055165,0.045170326,0.046877895],"study_design_scores_gemma":[0.0000020398988,0.000010010312,0.00033868887,0.00020634606,0.0000019564363,0.000039445436,0.0010092048,0.00066052534,0.000109206565,0.39989564,0.5977155,0.0000114117865],"about_ca_topic_score_codex":0.0056971437,"about_ca_topic_score_gemma":0.011567998,"teacher_disagreement_score":0.013964008,"about_ca_system_score_codex":0.002516792,"about_ca_system_score_gemma":0.0056304415,"threshold_uncertainty_score":0.046714246},"labels":[],"label_agreement":null},{"id":"W4403909957","doi":"10.1142/9789811296642_0007","title":"Is There a “Public Health System”? How Can We Describe Its Organization?","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Business","score_opus":0.14312346131059975,"score_gpt":0.3889743394732644,"score_spread":0.24585087816266463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909957","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019869993,0.019497585,0.015520695,0.25833717,0.007648057,0.000121383804,0.00019890915,0.00016295328,0.69652635],"genre_scores_gemma":[0.19928636,0.044218585,0.03348531,0.13015868,0.012602502,0.0011391563,0.0007500661,0.00067352323,0.57768583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99671316,0.0017585515,0.000105418534,0.00024648986,0.00063688174,0.00053954707],"domain_scores_gemma":[0.99786156,0.00087669346,0.00020454195,0.00012849478,0.000533431,0.00039543415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040848795,0.0006949711,0.0005483676,0.0031596634,0.004361121,0.01587473,0.0016924823,0.004931144,0.013964939],"category_scores_gemma":[0.0051824036,0.00057168445,0.0004472794,0.0042149993,0.019048298,0.017684015,0.002666291,0.0077148536,0.004738977],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014548591,0.0000139047615,0.00009686351,0.00003581866,0.000002110587,0.000020811822,0.00089335843,0.000090480404,0.000022676064,0.9305428,0.061736953,0.0065428126],"study_design_scores_gemma":[0.0000048405777,0.000009956244,0.0005834519,0.00025563437,0.0000049269734,0.000091497874,0.003470186,0.00033979813,0.000056036384,0.36383733,0.6313321,0.000014299835],"about_ca_topic_score_codex":0.02394085,"about_ca_topic_score_gemma":0.027659591,"teacher_disagreement_score":0.02394085,"about_ca_system_score_codex":0.010947081,"about_ca_system_score_gemma":0.019546507,"threshold_uncertainty_score":0.079427004},"labels":[],"label_agreement":null},{"id":"W4403910254","doi":"10.1142/9789811296666_0013","title":"Analysis of Norway’s National Holiday Directives During the COVID-19 Pandemic from an IPOG Perspective","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"European and International Contract Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Perspective (graphical); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; History; Virology; Medicine; Computer science; Outbreak; Artificial intelligence; Pathology; Infectious disease (medical specialty)","score_opus":0.06479016394151593,"score_gpt":0.3567207845290964,"score_spread":0.29193062058758046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910254","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23658706,0.0041270596,0.0009330109,0.029515151,0.0012232236,0.00007247011,0.0024273593,0.000027688942,0.72508705],"genre_scores_gemma":[0.9071229,0.001999487,0.0005643301,0.0063281734,0.00018130043,0.00007536574,0.0007761908,0.000064484935,0.08288785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99763095,0.00045177215,0.00006478453,0.00014725365,0.0004792022,0.0012260505],"domain_scores_gemma":[0.99850476,0.00070024503,0.00021513096,0.00004822019,0.00028894946,0.000242683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002778633,0.00020039352,0.00026630086,0.00078340556,0.0029820616,0.005948387,0.0011365132,0.0025884446,0.008894478],"category_scores_gemma":[0.004665422,0.0002357653,0.00039467285,0.0013492813,0.0025139805,0.0017101999,0.0019016946,0.0027076544,0.00051263865],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034647743,0.00013308687,0.034255978,0.00026279435,0.000057364214,0.003970469,0.051599078,0.008078876,0.00053952326,0.7156585,0.15554672,0.029551148],"study_design_scores_gemma":[0.000042218355,0.000096810174,0.12518458,0.001027218,0.00004037011,0.00033151143,0.16106346,0.0021445956,0.00031373973,0.031054225,0.6786199,0.00008136039],"about_ca_topic_score_codex":0.50521433,"about_ca_topic_score_gemma":0.67588437,"teacher_disagreement_score":0.50521433,"about_ca_system_score_codex":0.016110854,"about_ca_system_score_gemma":0.017939055,"threshold_uncertainty_score":0.9953991},"labels":[],"label_agreement":null},{"id":"W4403910278","doi":"10.1142/9789811296628_0006","title":"Public Health Surveillance for the COVID-19 Pandemic","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Public health surveillance; Medicine; Infectious disease (medical specialty); Outbreak; Nursing; Pathology; Disease","score_opus":0.2186323790106494,"score_gpt":0.36568622777032145,"score_spread":0.14705384875967203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910278","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009656397,0.040249027,0.0051019457,0.19941455,0.006046773,0.00014600852,0.008840903,0.00038783342,0.73015654],"genre_scores_gemma":[0.2529363,0.12442312,0.016751062,0.06704882,0.00990646,0.00049211225,0.015066226,0.00044241385,0.51293343],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991485,0.00032646192,0.000048209422,0.00006205628,0.00032738977,0.000087330634],"domain_scores_gemma":[0.9979188,0.001111052,0.00019701607,0.00009441204,0.0005143863,0.0001643798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023083538,0.00031880973,0.00016152253,0.0015525426,0.00047740174,0.0016000591,0.00048070418,0.00094921666,0.011320717],"category_scores_gemma":[0.006980196,0.00016294044,0.00023104182,0.0013068334,0.000488755,0.0017432617,0.00092261477,0.0012011182,0.0024343138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020214136,0.00003607617,0.006099768,0.0001886219,0.000008980325,0.000050836516,0.0007456449,0.0004347359,0.00022972659,0.033514917,0.61495364,0.3437169],"study_design_scores_gemma":[0.000009197746,0.00003881565,0.030016141,0.0011526227,0.0000118310845,0.00016566076,0.0017560278,0.00079752295,0.0003789876,0.02327257,0.9423849,0.000015708989],"about_ca_topic_score_codex":0.038689908,"about_ca_topic_score_gemma":0.05516315,"teacher_disagreement_score":0.038689908,"about_ca_system_score_codex":0.001746713,"about_ca_system_score_gemma":0.005077418,"threshold_uncertainty_score":0.07692945},"labels":[],"label_agreement":null},{"id":"W4403910455","doi":"10.1142/9789811296628_0005","title":"Diagnostic Tests for SARS-CoV-2 and the Role of Laboratories","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Virology; Medicine; Pathology; Infectious disease (medical specialty)","score_opus":0.03524974284988663,"score_gpt":0.2923511670208085,"score_spread":0.25710142417092186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910455","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016386696,0.1884409,0.011842549,0.06279605,0.009596797,0.00007585279,0.00027232536,0.00038381713,0.7249531],"genre_scores_gemma":[0.021179873,0.109301075,0.02014869,0.03677933,0.005182403,0.00013254886,0.000299457,0.00024672627,0.80672985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864143,0.00049192645,0.000041931744,0.00014986005,0.0005828737,0.000092012735],"domain_scores_gemma":[0.99824417,0.0012193803,0.00006366683,0.00007147134,0.0002551927,0.00014619893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023859572,0.0006807386,0.00038451157,0.0012803619,0.00056280644,0.004674884,0.0011840324,0.0025135702,0.023791522],"category_scores_gemma":[0.003022064,0.00040936252,0.0003011264,0.0010847631,0.0017856802,0.0055921944,0.0014226713,0.0029636405,0.010183669],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042843054,0.000068572,0.000507947,0.00024397155,0.000006643447,0.00018083674,0.00045975263,0.00043799798,0.00075499766,0.15517746,0.38317207,0.4589469],"study_design_scores_gemma":[0.0000058706714,0.00002777239,0.00046037856,0.00032693692,0.0000028312954,0.00033189266,0.00019721099,0.00030845267,0.0002119663,0.03705008,0.9610638,0.00001292756],"about_ca_topic_score_codex":0.003935891,"about_ca_topic_score_gemma":0.0071019107,"teacher_disagreement_score":0.023791522,"about_ca_system_score_codex":0.0024113893,"about_ca_system_score_gemma":0.0019459253,"threshold_uncertainty_score":0.07959056},"labels":[],"label_agreement":null},{"id":"W4403910478","doi":"10.1142/9789811296628_0009","title":"Infection Prevention and Control in Healthcare Settings","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Health care; Infection control; Control (management); Medicine; Computer science; Intensive care medicine; Political science; Artificial intelligence","score_opus":0.02387597094212185,"score_gpt":0.3055562732391634,"score_spread":0.28168030229704155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910478","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036128462,0.116547644,0.0062161186,0.014149313,0.010971353,0.000111491005,0.00015406433,0.00016044818,0.85132825],"genre_scores_gemma":[0.002852955,0.066829905,0.005689622,0.0071836803,0.0036089658,0.00013478608,0.0001449852,0.000115648174,0.91343945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903905,0.00029578083,0.000041166677,0.00006379443,0.00048927753,0.000070894435],"domain_scores_gemma":[0.9993717,0.0003477776,0.000033463482,0.000043811546,0.00013586423,0.0000674808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010422857,0.0013474128,0.00072493247,0.0015445416,0.0012073732,0.0045255846,0.0009823897,0.0027913898,0.04223485],"category_scores_gemma":[0.0020351114,0.00047139334,0.00042600947,0.0019896924,0.0015508677,0.0036070615,0.0020841595,0.003482213,0.019215485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008768556,0.000077306155,0.000085496125,0.00046303897,0.00000599599,0.000057013134,0.00054183626,0.0004843157,0.00021719809,0.07798109,0.68841386,0.23166406],"study_design_scores_gemma":[0.0000025784686,0.000014606974,0.0001451414,0.0005263147,0.0000027927101,0.00007581183,0.00012827986,0.00012243481,0.00006245336,0.018752307,0.9801626,0.000004758677],"about_ca_topic_score_codex":0.0045020627,"about_ca_topic_score_gemma":0.0118889855,"teacher_disagreement_score":0.04223485,"about_ca_system_score_codex":0.002026792,"about_ca_system_score_gemma":0.0032938782,"threshold_uncertainty_score":0.14128959},"labels":[],"label_agreement":null},{"id":"W4403910491","doi":"10.1142/9789811296628_0008","title":"Non-Pharmaceutical Interventions: Masking, Indoor Air Quality, Physical Distancing &amp; Barriers, and Hand Hygiene","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Distancing; Hygiene; Masking (illustration); Psychological intervention; Quality (philosophy); Medicine; Coronavirus disease 2019 (COVID-19); Nursing; Internal medicine; Art; Physics","score_opus":0.05402266227295987,"score_gpt":0.361927557071694,"score_spread":0.3079048947987341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910491","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031399128,0.6764404,0.0041713244,0.014862794,0.0032877554,0.00009442814,0.00010755007,0.00007793186,0.2978179],"genre_scores_gemma":[0.038311172,0.46657392,0.008522054,0.01066039,0.00409872,0.00027205606,0.00014190662,0.000057270594,0.47136253],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997286,0.00011716803,0.000009862853,0.000027475573,0.00009791249,0.000018818015],"domain_scores_gemma":[0.9996209,0.00030868602,0.000023125922,0.000007685697,0.000023355986,0.000016267735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004506658,0.0005877807,0.00044268873,0.0005257487,0.00041717457,0.0016482484,0.00063184806,0.0013166744,0.02595763],"category_scores_gemma":[0.0006711969,0.00017267723,0.00032527983,0.0005701377,0.0008207822,0.0012650809,0.000702239,0.0012092417,0.0026571872],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012399371,0.00041067385,0.00036052705,0.0037771796,0.00003130296,0.00015766821,0.0009306454,0.00034340777,0.001587383,0.08854727,0.15158807,0.75214183],"study_design_scores_gemma":[0.000049247006,0.00031375917,0.0060995826,0.005536161,0.00004841632,0.00087219925,0.0012228563,0.0006562937,0.0012365209,0.070735924,0.91319674,0.000032240103],"about_ca_topic_score_codex":0.0020159993,"about_ca_topic_score_gemma":0.0083476,"teacher_disagreement_score":0.02595763,"about_ca_system_score_codex":0.00070920563,"about_ca_system_score_gemma":0.0011729051,"threshold_uncertainty_score":0.086836874},"labels":[],"label_agreement":null},{"id":"W4403910614","doi":"10.1142/9789811296642_0009","title":"Comparing Public Health Systems Across Canada: System Structures, Reforms, and the Pandemic Experience","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Pandemic; Healthcare system; Political science; Public health; Geography; Coronavirus disease 2019 (COVID-19); Health care; Medicine; Nursing; Infectious disease (medical specialty); Disease","score_opus":0.15497605291729422,"score_gpt":0.4125318712001054,"score_spread":0.2575558182828112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5988426,0.0083509125,0.00047644752,0.09211756,0.00039074168,0.0002289461,0.0036361215,0.00006315014,0.2958935],"genre_scores_gemma":[0.9718391,0.0028337825,0.00036156556,0.0028213968,0.000051520143,0.000052980657,0.0008128719,0.000029533543,0.021197263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9932066,0.00096543814,0.000074357784,0.00017154554,0.0017233255,0.003858717],"domain_scores_gemma":[0.99267524,0.0011369977,0.00044666824,0.00015413256,0.002719678,0.002867158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036559342,0.00029261498,0.0004106455,0.0021862076,0.012901622,0.008525028,0.0022428553,0.001694288,0.0073355343],"category_scores_gemma":[0.012024616,0.00032845646,0.00040376166,0.008087898,0.006009338,0.0029743735,0.0038830873,0.002758538,0.0002915351],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00065142853,0.00042195444,0.22150922,0.00045801938,0.0001474336,0.0007887975,0.12827735,0.0051177386,0.0007763732,0.3010991,0.175502,0.16525066],"study_design_scores_gemma":[0.00010075233,0.00012791612,0.5804617,0.00041504455,0.00009146829,0.00010503426,0.2457906,0.0015641024,0.00037402756,0.0101116095,0.16073614,0.00012154037],"about_ca_topic_score_codex":0.99679106,"about_ca_topic_score_gemma":0.9985226,"teacher_disagreement_score":0.7719394,"about_ca_system_score_codex":0.22806062,"about_ca_system_score_gemma":0.31198186,"threshold_uncertainty_score":0.89534026},"labels":[],"label_agreement":null},{"id":"W4403910618","doi":"10.1142/9789811296628_0011","title":"Vaccine Design, Effectiveness, Immunogenicity, and Safety","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Immunogenicity; Vaccine safety; Virology; Medicine; Immunology; Immunization; Antigen","score_opus":0.027074249440010363,"score_gpt":0.2757495944426932,"score_spread":0.24867534500268285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910618","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008107223,0.58937734,0.035726715,0.03884463,0.0051445486,0.0003134061,0.0004440767,0.0001742981,0.32186776],"genre_scores_gemma":[0.12219668,0.5467165,0.05118715,0.01704411,0.008852297,0.0009113574,0.0005120859,0.00020472177,0.25237516],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799454,0.0010318588,0.00007298655,0.000121274585,0.00072082295,0.000058591115],"domain_scores_gemma":[0.9966055,0.002752977,0.00018358788,0.000098935714,0.00027384426,0.00008514002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004452305,0.0007028238,0.0007254014,0.0010002671,0.00027765243,0.0022355758,0.000634493,0.001260197,0.0103673935],"category_scores_gemma":[0.007946497,0.00031431147,0.00027502072,0.00077797996,0.001803071,0.0016756034,0.0005772815,0.001722937,0.0025079944],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018309242,0.00017739157,0.0009942509,0.001623261,0.00005394835,0.000057120265,0.00029997,0.0016852963,0.0024485444,0.15659113,0.08980433,0.74608165],"study_design_scores_gemma":[0.000067672954,0.00067241513,0.0024067874,0.0017168828,0.000093292074,0.0004263566,0.00030563667,0.0021669173,0.002231,0.26267684,0.72720295,0.000033313176],"about_ca_topic_score_codex":0.0014439732,"about_ca_topic_score_gemma":0.0024185404,"teacher_disagreement_score":0.0103673935,"about_ca_system_score_codex":0.0014942525,"about_ca_system_score_gemma":0.0020903153,"threshold_uncertainty_score":0.034682393},"labels":[],"label_agreement":null},{"id":"W4403910619","doi":"10.1142/9789811296628_0013","title":"Risk Communication Strategies for the Infodemic: Lessons from Canada’s Convoy Movement","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Centre for Disease Control; Simon Fraser University; University of British Columbia","funders":"","keywords":"Movement (music); Political science; Aesthetics; Art","score_opus":0.05800047282895051,"score_gpt":0.31639170168590186,"score_spread":0.25839122885695137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910619","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02805576,0.016448801,0.0020308972,0.27837986,0.0010632229,0.00006262074,0.00014740546,0.00006527095,0.67374617],"genre_scores_gemma":[0.64016867,0.016047938,0.0038424786,0.042038754,0.0003918061,0.00007243386,0.00013773075,0.00017020668,0.29713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99574417,0.00089056353,0.00006261742,0.00023079434,0.0018036261,0.0012681105],"domain_scores_gemma":[0.9928663,0.0024644372,0.00022370508,0.00015005391,0.0027807273,0.0015147936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045716045,0.00067395344,0.00042852186,0.00225207,0.021189528,0.018939713,0.0027315123,0.007793825,0.012904185],"category_scores_gemma":[0.010699344,0.00029610275,0.00041521346,0.00300525,0.015110711,0.0050201565,0.00405448,0.006448817,0.00092132075],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003882851,0.000071241,0.0022259979,0.00014186851,0.00001786477,0.0005298919,0.04843895,0.0008335603,0.00014098738,0.6093171,0.25089845,0.08734515],"study_design_scores_gemma":[0.000025678966,0.000020277887,0.0029746478,0.0006707632,0.000023492317,0.00013298265,0.0646604,0.0006252904,0.00019170697,0.05350507,0.8771163,0.00005335709],"about_ca_topic_score_codex":0.97998524,"about_ca_topic_score_gemma":0.98913693,"teacher_disagreement_score":0.1108281,"about_ca_system_score_codex":0.1108281,"about_ca_system_score_gemma":0.20391348,"threshold_uncertainty_score":0.8041179},"labels":[],"label_agreement":null},{"id":"W4403910625","doi":"10.1142/9789811296642_0010","title":"Finding the Balance: Unpacking Policy Processes and the COVID-19 Pandemic Response in British Columbia, Canada","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of British Columbia","funders":"","keywords":"Unpacking; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Balance (ability); Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Virology; Medicine; Outbreak; Linguistics; Philosophy","score_opus":0.06631939739689438,"score_gpt":0.3725429839736792,"score_spread":0.30622358657678483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910625","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.065010555,0.020920577,0.00092831213,0.4179865,0.0022830847,0.0002304861,0.000666643,0.00010376792,0.49187002],"genre_scores_gemma":[0.5110036,0.01771768,0.001629547,0.046842754,0.0003036842,0.00018523814,0.0003182873,0.00021089292,0.42178828],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99432385,0.00096184376,0.00010626321,0.00019413479,0.0010822921,0.0033316726],"domain_scores_gemma":[0.9955239,0.0011543207,0.00012573718,0.00005807802,0.0015789917,0.0015589357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039000819,0.00048173076,0.00050848693,0.002134635,0.030267073,0.016820427,0.0031114875,0.006578136,0.012925065],"category_scores_gemma":[0.009544855,0.000592318,0.00033521812,0.0039159674,0.010109132,0.003660702,0.0040749847,0.008398351,0.00080975436],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008076719,0.000103330785,0.0077969464,0.00029786935,0.000026469701,0.0009261695,0.05679751,0.002583657,0.00042114613,0.2958048,0.53764087,0.09752043],"study_design_scores_gemma":[0.00002824055,0.000025768002,0.019881614,0.0009411851,0.00003092948,0.0000775839,0.1709428,0.0011392252,0.00029625083,0.023137338,0.7833467,0.00015232085],"about_ca_topic_score_codex":0.99822515,"about_ca_topic_score_gemma":0.99939764,"teacher_disagreement_score":0.7214513,"about_ca_system_score_codex":0.27854872,"about_ca_system_score_gemma":0.5192801,"threshold_uncertainty_score":0.83678126},"labels":[],"label_agreement":null},{"id":"W4403910626","doi":"10.1142/9789811296642_0008","title":"Decentralization and COVID-19 Policies","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Decentralization; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Political science; Virology; Medicine; Law; Infectious disease (medical specialty)","score_opus":0.05766778893344683,"score_gpt":0.33741819232424347,"score_spread":0.27975040339079665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910626","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018609922,0.0021547645,0.010758612,0.012796629,0.0003202057,0.000060826776,0.00010334912,0.000059449012,0.95513624],"genre_scores_gemma":[0.6397445,0.0017575213,0.0033391598,0.0037627579,0.0005188415,0.0001806377,0.0001392577,0.0001318947,0.35042542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99589264,0.0014709966,0.0001269451,0.0007476866,0.00072957313,0.0010322311],"domain_scores_gemma":[0.99739945,0.0010564274,0.00025538215,0.0005623133,0.00043624872,0.00029020675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004239151,0.00047828816,0.00062933884,0.0012159802,0.0031641584,0.00569277,0.0011808319,0.0026767242,0.02563803],"category_scores_gemma":[0.008551152,0.0003890012,0.00050015515,0.0018281091,0.006980147,0.0054876376,0.0048906757,0.004107157,0.0018512196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055872483,0.000007038354,0.00007318783,0.000010090008,0.0000023993266,0.000007680995,0.00013982889,0.00039401397,0.000026583959,0.9929663,0.002326673,0.004040729],"study_design_scores_gemma":[0.00001715809,0.000011331681,0.0009221201,0.000083779465,0.0000063266084,0.000027006545,0.0002795703,0.0010010613,0.00016476723,0.91163546,0.08584392,0.0000074661857],"about_ca_topic_score_codex":0.008674345,"about_ca_topic_score_gemma":0.014076658,"teacher_disagreement_score":0.02563803,"about_ca_system_score_codex":0.00824556,"about_ca_system_score_gemma":0.0059220823,"threshold_uncertainty_score":0.085767806},"labels":[],"label_agreement":null},{"id":"W4403910628","doi":"10.1142/9789811296642_0011","title":"Global Pandemic Governance: Prevention, Preparedness and Response to the COVID-19 Pandemic","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pandemic; Preparedness; Coronavirus disease 2019 (COVID-19); Corporate governance; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Virology; Medicine; Business; Outbreak; Infectious disease (medical specialty); Disease; Finance","score_opus":0.07151248220428373,"score_gpt":0.3731604804787853,"score_spread":0.30164799827450156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910628","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019880575,0.04897759,0.0063906806,0.19611768,0.005522248,0.0000925184,0.00012644245,0.00010305947,0.7406818],"genre_scores_gemma":[0.14735809,0.09415912,0.010109614,0.054608013,0.006892175,0.00033129656,0.0003302277,0.0003045492,0.68590695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992182,0.00041532604,0.000015946207,0.00005586118,0.00019562712,0.00009902051],"domain_scores_gemma":[0.9992368,0.00039642764,0.000061120445,0.000042770927,0.00012429403,0.00013866267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016113603,0.0005381174,0.00021984434,0.00051839044,0.0013179592,0.0059721465,0.00049943174,0.0027162214,0.011028773],"category_scores_gemma":[0.002797143,0.00021603261,0.00017764264,0.00090658077,0.004569561,0.0038632425,0.0022312212,0.0035993764,0.0018477101],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045375045,0.000022960738,0.00018706251,0.00008416625,0.000003063768,0.000027634487,0.0015595637,0.0005796286,0.000088835666,0.6239288,0.3219874,0.05152639],"study_design_scores_gemma":[0.0000032426663,0.000007990478,0.00043299203,0.00038605227,0.0000019684956,0.000022805578,0.0012867715,0.00027763707,0.00005259065,0.21108186,0.78644043,0.000005514789],"about_ca_topic_score_codex":0.012398314,"about_ca_topic_score_gemma":0.02405151,"teacher_disagreement_score":0.012398314,"about_ca_system_score_codex":0.004632813,"about_ca_system_score_gemma":0.011434585,"threshold_uncertainty_score":0.036894917},"labels":[],"label_agreement":null},{"id":"W4403910629","doi":"10.1142/9789811296666_0001","title":"Introducing Volume 3: The Impact of Institutions, Politics, Organizations, and Governance on Pandemic Response — Jurisdictional Case Studies","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Human Rights and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Political science; Pandemic; Public administration; Coronavirus disease 2019 (COVID-19); Business; Law; Medicine; Finance","score_opus":0.042820314657112966,"score_gpt":0.3351948623918558,"score_spread":0.29237454773474286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910629","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014142135,0.0148498425,0.013994541,0.05331547,0.010769189,0.00034574675,0.0004403513,0.00018630519,0.89195645],"genre_scores_gemma":[0.254104,0.019418621,0.01734241,0.03781292,0.0052392813,0.00064648536,0.0008772217,0.0004714171,0.6640878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893445,0.0005213879,0.000020375759,0.0000790979,0.0002735539,0.00017119136],"domain_scores_gemma":[0.9987703,0.0009028038,0.00005216287,0.00007471758,0.000131501,0.00006859126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015883688,0.00045834505,0.00032403276,0.0010646598,0.0025210918,0.006514896,0.0019395578,0.004461155,0.031001385],"category_scores_gemma":[0.002948577,0.00027345197,0.0010208314,0.0015051679,0.0036923285,0.0043038363,0.0031463455,0.0037489594,0.0028135532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002140516,0.00009641039,0.00065573753,0.0002367667,0.000014974153,0.00034794057,0.0031311142,0.0016219983,0.00055456493,0.5113545,0.44467643,0.037288047],"study_design_scores_gemma":[0.000011553194,0.000036525325,0.0009187928,0.0003585572,0.000013735482,0.00017745384,0.0034869884,0.000545198,0.00042819043,0.09590876,0.89809346,0.000020705114],"about_ca_topic_score_codex":0.014687455,"about_ca_topic_score_gemma":0.038660016,"teacher_disagreement_score":0.031001385,"about_ca_system_score_codex":0.003637998,"about_ca_system_score_gemma":0.0029921276,"threshold_uncertainty_score":0.103709996},"labels":[],"label_agreement":null},{"id":"W4403910630","doi":"10.1142/9789811296666_0006","title":"A Tale of Two Outbreaks: How South Korea Transformed the Governance, Organization, and Institutions of Public Health Between MERS and COVID-19","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Outbreak; Coronavirus disease 2019 (COVID-19); Corporate governance; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Virology; 2019-20 coronavirus outbreak; Geography; Business; Medicine; Nursing; Infectious disease (medical specialty); Pathology; Disease","score_opus":0.11103488866950746,"score_gpt":0.27857240579210235,"score_spread":0.1675375171225949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910630","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13224863,0.01501671,0.0026464502,0.5015614,0.004954651,0.00011477273,0.0006418022,0.00014263224,0.342673],"genre_scores_gemma":[0.633183,0.008515639,0.0028802224,0.07018758,0.0005311279,0.00009750573,0.00044540846,0.0003072092,0.28385222],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992095,0.00032389638,0.000029908915,0.00007466437,0.000078111974,0.00028380714],"domain_scores_gemma":[0.99914706,0.00026102475,0.00008729687,0.00007487668,0.00013768503,0.00029201535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018232681,0.00048348878,0.0002039599,0.0005521999,0.0040254593,0.007539138,0.00075685245,0.0023608746,0.010839707],"category_scores_gemma":[0.0022231352,0.0002626925,0.00042841464,0.0009633458,0.0046252683,0.009303439,0.0031891493,0.006617963,0.0011056478],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018082757,0.00015228543,0.003961269,0.00035763707,0.0000549974,0.0013685673,0.07031656,0.0006622433,0.0012211672,0.6226914,0.23586445,0.06316861],"study_design_scores_gemma":[0.000047217036,0.00011296583,0.009045773,0.00055266806,0.000047208887,0.0003793871,0.1111826,0.0004743562,0.00094904547,0.08304823,0.79407084,0.00008972601],"about_ca_topic_score_codex":0.02118222,"about_ca_topic_score_gemma":0.061051317,"teacher_disagreement_score":0.02118222,"about_ca_system_score_codex":0.005673864,"about_ca_system_score_gemma":0.010630282,"threshold_uncertainty_score":0.042117834},"labels":[],"label_agreement":null},{"id":"W4403910634","doi":"10.1142/9789811296642_0002","title":"How Have Researchers Defined Institutions, Politics, Organizations, and Governance in Research Related to Epidemic and Pandemic Response? A Scoping Review to Map Current Concepts","year":2024,"lang":"en","type":"review","venue":"WORLD SCIENTIFIC eBooks","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Pandemic; Political science; Coronavirus disease 2019 (COVID-19); Public administration; Current (fluid); Public relations; Management; Medicine; Engineering; Economics; Law","score_opus":0.35182752503247067,"score_gpt":0.5504138754553014,"score_spread":0.19858635042283074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910634","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015369269,0.9965264,0.0002839643,0.0023121114,0.0002671312,0.000046848905,0.00005158179,0.0000028631102,0.00035548338],"genre_scores_gemma":[0.0032675911,0.9930669,0.0013658843,0.001785113,0.00018072338,0.00018746077,0.00006825826,0.0000051396123,0.000072849965],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.96991473,0.013799794,0.00851842,0.002205735,0.004470502,0.0010907565],"domain_scores_gemma":[0.7719835,0.20174924,0.010959537,0.0031894133,0.011089613,0.0010286493],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.062797345,0.0018990193,0.006570244,0.02261638,0.0023614976,0.01429546,0.0033657071,0.006671655,0.0034869784],"category_scores_gemma":[0.16168992,0.0020564545,0.0049988846,0.027940098,0.0075004683,0.018080104,0.006388003,0.007781092,0.00065414526],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015353532,0.00007282916,0.0017054642,0.5815936,0.003987547,0.00012369885,0.0037421887,0.0005467109,0.00026825958,0.03928665,0.010244273,0.3582753],"study_design_scores_gemma":[0.00003842961,0.000042722437,0.0012954363,0.87945133,0.0042833816,0.000100274636,0.0025245887,0.00013526654,0.00012510052,0.0121609485,0.09979478,0.000047732374],"about_ca_topic_score_codex":0.026538093,"about_ca_topic_score_gemma":0.05263094,"teacher_disagreement_score":0.93720263,"about_ca_system_score_codex":0.012976999,"about_ca_system_score_gemma":0.056594297,"threshold_uncertainty_score":0.33210814},"labels":[],"label_agreement":null},{"id":"W4403910640","doi":"10.1142/9789811296628_0015","title":"A Better Future: Pandemic Preparedness Within Broad Public Health Practice","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","funders":"","keywords":"Preparedness; Pandemic; Public health; Coronavirus disease 2019 (COVID-19); Public relations; Political science; Medicine; Nursing; Infectious disease (medical specialty); Disease","score_opus":0.1274199610592497,"score_gpt":0.4431813979321697,"score_spread":0.31576143687292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403910640","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008950669,0.055884812,0.0063780625,0.35913193,0.020849722,0.0000760703,0.000045656874,0.00011842299,0.55662036],"genre_scores_gemma":[0.08550083,0.068417616,0.013790115,0.23170476,0.02327615,0.00038367568,0.00014265753,0.00033731677,0.5764469],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99640584,0.002111174,0.000088028726,0.00018992928,0.0007448438,0.0004602252],"domain_scores_gemma":[0.99573743,0.0023894638,0.00014347001,0.00027649978,0.000509807,0.00094327796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006335901,0.00088475004,0.00062178087,0.000889645,0.0047815535,0.012149688,0.0014304154,0.008998405,0.018401207],"category_scores_gemma":[0.0072054546,0.00047688687,0.00045504994,0.0011655476,0.01731801,0.01607668,0.0071377694,0.01735686,0.0049850196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008322176,0.000052110914,0.00005598005,0.00014361786,0.000004033178,0.00007955876,0.004070296,0.0002869927,0.000121028235,0.6334069,0.31312835,0.048642866],"study_design_scores_gemma":[0.0000042207025,0.00001036896,0.00010215084,0.00042502134,0.000001847391,0.0000504155,0.0026092075,0.00011918284,0.000036270663,0.28299934,0.7136328,0.00000914555],"about_ca_topic_score_codex":0.009461488,"about_ca_topic_score_gemma":0.0167273,"teacher_disagreement_score":0.018401207,"about_ca_system_score_codex":0.0075094933,"about_ca_system_score_gemma":0.02182223,"threshold_uncertainty_score":0.061558187},"labels":[],"label_agreement":null},{"id":"W4404362760","doi":"10.1142/14149","title":"Thermodynamics","year":2024,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Thermodynamics; Chemistry; Materials science; Physics","score_opus":0.01034645640696699,"score_gpt":0.24443558116902128,"score_spread":0.2340891247620543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404362760","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068011705,0.0050807493,0.013509751,0.0031208382,0.0014542515,0.00002519925,0.00027896604,0.0002092931,0.9756408],"genre_scores_gemma":[0.037179124,0.0053977207,0.006611452,0.0016825206,0.00185947,0.00011821601,0.0003837526,0.00036717995,0.94640046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957377,0.00008421918,0.000012861705,0.00007150555,0.0002283199,0.000029278477],"domain_scores_gemma":[0.99981266,0.000048648308,0.00000951425,0.00005705992,0.00005580323,0.000016305154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035829318,0.0006757031,0.00065917784,0.0009288494,0.0012287761,0.002145103,0.0006434878,0.0008880888,0.062902585],"category_scores_gemma":[0.0010905598,0.00033217142,0.00031711158,0.0007056426,0.0022117947,0.0032586881,0.0015826005,0.0020882683,0.024970386],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002260469,0.000005864665,0.000018688912,0.000034869165,0.0000020753046,0.0000115910925,0.000074379896,0.0002162947,0.00012599779,0.9239698,0.059364874,0.016173307],"study_design_scores_gemma":[0.0000019167612,0.0000031671987,0.00005627529,0.000029603652,0.0000014524933,0.00003698491,0.000020212885,0.00034699144,0.00014351102,0.55738884,0.44196758,0.000003503029],"about_ca_topic_score_codex":0.001407388,"about_ca_topic_score_gemma":0.0018456031,"teacher_disagreement_score":0.062902585,"about_ca_system_score_codex":0.001516387,"about_ca_system_score_gemma":0.0010192683,"threshold_uncertainty_score":0.21043009},"labels":[],"label_agreement":null},{"id":"W4404474954","doi":"10.1142/9789811295744_0009","title":"VANCOUVER: SMART GOVERNANCE","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Business; Political science; Finance","score_opus":0.04637664417927328,"score_gpt":0.22230439776673286,"score_spread":0.17592775358745957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404474954","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067224784,0.0038246585,0.00049581914,0.0017802265,0.0004441986,0.000017906206,0.0017240023,0.0004129353,0.9906281],"genre_scores_gemma":[0.002141713,0.0013000165,0.0002684886,0.00019595482,0.000025316525,0.000011352048,0.0004620205,0.00017375642,0.99542135],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99959034,0.000038873535,0.000013926453,0.00007164305,0.00020848631,0.0000767358],"domain_scores_gemma":[0.9996045,0.00004267684,0.00002004711,0.00007013416,0.00015997261,0.00010271772],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003090488,0.0009921886,0.00058744947,0.0014173621,0.0028680707,0.0059863934,0.0007344259,0.0016918571,0.3596353],"category_scores_gemma":[0.0011529536,0.0006758805,0.00029273637,0.0035596343,0.00068404357,0.0017958721,0.0017598162,0.0022507333,0.14554405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017188033,0.000016105063,0.0003260472,0.00008363277,0.0000041523426,0.00008606107,0.0001575533,0.00022062918,0.00014199238,0.021176085,0.853089,0.12468161],"study_design_scores_gemma":[0.000002687908,0.0000018421873,0.00039111386,0.000054180877,0.0000011562852,0.000018259201,0.00010672791,0.000057903955,0.000048301412,0.0021881892,0.9971265,0.0000031588345],"about_ca_topic_score_codex":0.22419645,"about_ca_topic_score_gemma":0.57142377,"teacher_disagreement_score":0.77580357,"about_ca_system_score_codex":0.004371276,"about_ca_system_score_gemma":0.005342252,"threshold_uncertainty_score":0.91340256},"labels":[],"label_agreement":null},{"id":"W4407095234","doi":"10.1142/9789819808199_0008","title":"Characterizing the Water Wire in the Gramicidin Channel Found by Monte Carlo Sampling Using Continuum Electrostatics and in Molecular Dynamics Trajectories with Conventional or Polarizable Force Fields","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Monte Carlo method; Polarizability; Molecular dynamics; Electrostatics; Statistical physics; Physics; Umbrella sampling; Sampling (signal processing); Chemical physics; Computational chemistry; Classical mechanics; Chemistry; Molecule; Quantum mechanics; Mathematics; Optics","score_opus":0.015447144374371754,"score_gpt":0.24145479014067192,"score_spread":0.22600764576630017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407095234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606454,0.0001560477,0.034123432,0.00009771495,0.000015880369,0.000018237848,0.00012825146,0.00014676056,0.0046681594],"genre_scores_gemma":[0.9852051,0.0000951715,0.012785162,0.000013445512,0.0000029333985,0.000009088315,0.0000974814,0.00003155608,0.0017599972],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99997115,0.0000042727092,8.414907e-7,0.000007756076,0.000008074564,0.000007937917],"domain_scores_gemma":[0.9999118,0.000045954344,0.000009212913,0.000008747685,0.000012595453,0.000011750054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012703564,0.00013103467,0.00018345787,0.00022744942,0.00034550016,0.0004477245,0.00041544822,0.00041029195,0.0011970093],"category_scores_gemma":[0.00039690745,0.00013172055,0.00013446681,0.0002945859,0.00035518355,0.00051421154,0.00016511897,0.00025857132,0.00009439706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005755095,0.00027975527,0.008753165,0.00019951457,0.00003943186,0.00088327145,0.0005035705,0.6668336,0.2255552,0.068303525,0.0019918566,0.02608149],"study_design_scores_gemma":[0.000006406704,0.000029717283,0.0010561158,0.0000042478155,0.0000034045354,0.000025447935,0.00004956521,0.986102,0.009339541,0.003142955,0.0002344889,0.0000060511506],"about_ca_topic_score_codex":0.00411843,"about_ca_topic_score_gemma":0.0047104466,"teacher_disagreement_score":0.00411843,"about_ca_system_score_codex":0.00055035186,"about_ca_system_score_gemma":0.0003325025,"threshold_uncertainty_score":0.008188963},"labels":[],"label_agreement":null},{"id":"W4407610011","doi":"10.1142/14276","title":"Emerging Technologies and Dynamic Decision Making","year":2025,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Dynamic decision-making; Artificial intelligence","score_opus":0.030420800142189102,"score_gpt":0.28810259046836256,"score_spread":0.25768179032617344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407610011","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053746095,0.068636395,0.16848227,0.015966054,0.0027950837,0.00007808664,0.00023533126,0.00024980074,0.73818237],"genre_scores_gemma":[0.30200002,0.10142064,0.13088898,0.0045946883,0.004553366,0.00043699075,0.0007848832,0.00030971304,0.45501068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992113,0.00024329589,0.000035572288,0.00010577956,0.0003561017,0.000047872858],"domain_scores_gemma":[0.99750406,0.0019749515,0.00008899278,0.0001912206,0.000161327,0.000079491394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012446826,0.0009510878,0.0006061092,0.0009106979,0.00052863854,0.0063115885,0.00084534293,0.0013287788,0.015044551],"category_scores_gemma":[0.003588196,0.00046840802,0.0004467376,0.002099673,0.0037812144,0.008813267,0.0013758452,0.002768291,0.0034038674],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011783279,0.000022812854,0.00010414462,0.00012988094,0.000015568532,0.00006862165,0.00023303842,0.00413869,0.00021939357,0.9094415,0.023711218,0.061903432],"study_design_scores_gemma":[0.00000431755,0.0000053596796,0.00007831412,0.00008183411,0.0000041474927,0.00004174168,0.0001202708,0.0034641607,0.00008318927,0.8871844,0.108926475,0.000005722514],"about_ca_topic_score_codex":0.0014448962,"about_ca_topic_score_gemma":0.001719401,"teacher_disagreement_score":0.015044551,"about_ca_system_score_codex":0.0017690101,"about_ca_system_score_gemma":0.0015568518,"threshold_uncertainty_score":0.05032903},"labels":[],"label_agreement":null},{"id":"W4408282504","doi":"10.1142/9789811294679_0007","title":"The QCD phase diagram and Beam Energy Scan physics: A theory overview","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Physics; Quantum chromodynamics; Beam energy; Phase diagram; Particle physics; Beam (structure); Nuclear physics; Phase (matter); Quantum mechanics; Optics","score_opus":0.02392556322262159,"score_gpt":0.2974022900445946,"score_spread":0.27347672682197305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408282504","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005171835,0.21171147,0.17776321,0.010910346,0.0033160977,0.00006749546,0.00038429102,0.00061692984,0.5900583],"genre_scores_gemma":[0.31469956,0.23699407,0.14357145,0.008578946,0.009239078,0.00040881376,0.00068773085,0.0016118146,0.28420857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99963045,0.000094078496,0.000012447963,0.00003873159,0.0001935728,0.00003083196],"domain_scores_gemma":[0.99945337,0.00037596363,0.0000268224,0.00003921828,0.0000823772,0.000022318132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000728487,0.0006719752,0.0008949788,0.0019722148,0.0010933399,0.0030226158,0.0012486207,0.0017119357,0.008415134],"category_scores_gemma":[0.0016647285,0.0007059486,0.0005133841,0.0036140175,0.0035120372,0.0037380597,0.0010974439,0.003159905,0.0023945828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036406307,0.000010732888,0.000026790734,0.000056500365,0.0000023866596,0.000015606523,0.000021935615,0.001262968,0.0001397463,0.98103803,0.0051440103,0.012277731],"study_design_scores_gemma":[0.00000309002,0.0000033966214,0.00004686182,0.00003428533,0.0000013828455,0.00007262961,0.000013362904,0.00322617,0.000121440935,0.9659503,0.030519674,0.000007347394],"about_ca_topic_score_codex":0.0016399348,"about_ca_topic_score_gemma":0.0014950999,"teacher_disagreement_score":0.008415134,"about_ca_system_score_codex":0.0021779921,"about_ca_system_score_gemma":0.001242508,"threshold_uncertainty_score":0.028151453},"labels":[],"label_agreement":null},{"id":"W4408282509","doi":"10.1142/9789811294679_0001","title":"Jet quenching: From theory to simulation","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Jet (fluid); Jet quenching; Mechanics; Quenching (fluorescence); Materials science; Physics; Nuclear physics; Optics; Plasma","score_opus":0.012076785521947487,"score_gpt":0.24576954906163023,"score_spread":0.23369276353968274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408282509","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022563932,0.05436479,0.44775155,0.010636805,0.0049020154,0.000108125634,0.0006299444,0.0033366352,0.4557062],"genre_scores_gemma":[0.7202111,0.03127553,0.098058276,0.0036918204,0.003830261,0.00042541168,0.00075102824,0.0038172535,0.13793938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997154,0.00008281972,0.0000071940162,0.00003429495,0.00012521766,0.000035083467],"domain_scores_gemma":[0.9993204,0.0004433651,0.00003268008,0.0000901759,0.000063348605,0.000050113922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058626925,0.00073132524,0.001485764,0.00054783863,0.0007639821,0.0024658262,0.002420747,0.0018465504,0.012931302],"category_scores_gemma":[0.0030707973,0.0007226136,0.00076528685,0.00088586356,0.0022662792,0.0030539248,0.0016442984,0.0030803254,0.0018556215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029847517,0.00006175809,0.00013075073,0.00022808964,0.00002315279,0.000048766087,0.00009605987,0.10760406,0.000666391,0.84521097,0.019988442,0.025911704],"study_design_scores_gemma":[0.00002534264,0.000010677432,0.0001432566,0.000050919214,0.0000073282527,0.000034237975,0.00002138779,0.25445086,0.0003405024,0.7288447,0.016053397,0.000017401522],"about_ca_topic_score_codex":0.0028435034,"about_ca_topic_score_gemma":0.001450639,"teacher_disagreement_score":0.012931302,"about_ca_system_score_codex":0.0016315022,"about_ca_system_score_gemma":0.000999394,"threshold_uncertainty_score":0.04325956},"labels":[],"label_agreement":null},{"id":"W4408299066","doi":"10.1142/9789819806409_0004","title":"Comparison of the Properties of Additively Manufactured 316L Stainless Steel for Orthopedic Applications: A Review","year":2025,"lang":"en","type":"review","venue":"WORLD SCIENTIFIC eBooks","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Composite material","score_opus":0.06588016371733169,"score_gpt":0.33178881666828514,"score_spread":0.26590865295095345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408299066","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068813784,0.9984281,0.0001540468,0.000059657188,0.000066676665,0.000006820374,0.000039601215,0.0000038330086,0.00055328896],"genre_scores_gemma":[0.002256245,0.99674845,0.00037766132,0.00007252058,0.00005692672,0.000006609484,0.000051738538,0.0000015260802,0.00042827887],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996486,0.000032984877,0.00006192838,0.00006118507,0.00017276098,0.000022479939],"domain_scores_gemma":[0.9994293,0.00024574852,0.00014504654,0.000013747531,0.00014227229,0.000023912546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008630834,0.0009965778,0.0013525937,0.0033993074,0.00017886894,0.0008849529,0.0009643597,0.0008751758,0.0017207962],"category_scores_gemma":[0.0008708548,0.00037150708,0.00087898166,0.0030342008,0.00031859067,0.00088335725,0.00047605936,0.0008005175,0.00061395473],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001857225,0.00017911434,0.00044121183,0.07492661,0.00034344904,0.00021559003,0.00007989462,0.00061336806,0.017297069,0.0018039758,0.007140754,0.89677316],"study_design_scores_gemma":[0.00005703965,0.0009283033,0.004807265,0.0109582,0.0012921216,0.001881894,0.00018895342,0.00034153557,0.017102052,0.001171495,0.9611762,0.000094929695],"about_ca_topic_score_codex":0.0010715439,"about_ca_topic_score_gemma":0.0021225652,"teacher_disagreement_score":0.0033993074,"about_ca_system_score_codex":0.00038614532,"about_ca_system_score_gemma":0.0010625573,"threshold_uncertainty_score":0.0057566166},"labels":[],"label_agreement":null},{"id":"W4409319593","doi":"10.1142/9789819809950_0047","title":"Is the Market Portfolio Mean–Variance Efficient?","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Portfolio; Variance (accounting); Econometrics; Financial economics; Economics; Mathematics; Accounting","score_opus":0.030617647609646036,"score_gpt":0.21094315605648795,"score_spread":0.18032550844684192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409319593","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16417015,0.008181106,0.6374978,0.012216775,0.00085564365,0.00007094093,0.00061490794,0.00040886123,0.1759839],"genre_scores_gemma":[0.9219058,0.0050883223,0.032359198,0.0012745038,0.0018266124,0.00008630457,0.0003844297,0.00038722466,0.03668763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982856,0.00045428134,0.00011813648,0.00037483522,0.000553299,0.00021385103],"domain_scores_gemma":[0.9921737,0.0049194065,0.001135991,0.00095117075,0.0006767329,0.00014298802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038281276,0.0007042556,0.0017537336,0.0011811436,0.0004073414,0.0051410864,0.001431188,0.0023307577,0.007797831],"category_scores_gemma":[0.027046142,0.0007401313,0.0010200654,0.0014340142,0.0021664351,0.0094178105,0.0010731453,0.002126013,0.0020207586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007966079,0.000047470065,0.00259092,0.00014668654,0.00019078929,0.00014690141,0.000081578204,0.013137421,0.0011679172,0.8973776,0.007467808,0.077565305],"study_design_scores_gemma":[0.00002066141,0.00003086949,0.0023175257,0.000056054687,0.000055507033,0.00025460214,0.0000376169,0.036634024,0.0006603008,0.95504606,0.0048625814,0.000024326011],"about_ca_topic_score_codex":0.0006445238,"about_ca_topic_score_gemma":0.0004171416,"teacher_disagreement_score":0.007797831,"about_ca_system_score_codex":0.0008219453,"about_ca_system_score_gemma":0.0007882185,"threshold_uncertainty_score":0.02608639},"labels":[],"label_agreement":null},{"id":"W4409319627","doi":"10.1142/9789819809950_0025","title":"Generalized Information Ratio and Simulation Results","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Forecasting Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Computer science; Mathematics","score_opus":0.10939629175831651,"score_gpt":0.36169630909947276,"score_spread":0.25230001734115626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409319627","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03542131,0.00809224,0.86107504,0.0023853802,0.00064087764,0.000048956892,0.0005953214,0.0006586588,0.09108213],"genre_scores_gemma":[0.7712152,0.008961879,0.18125561,0.00077412906,0.0009257365,0.00024294046,0.0011658106,0.0006863497,0.034772344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99790657,0.0015361251,0.00004760397,0.00012287822,0.00029126118,0.00009562877],"domain_scores_gemma":[0.9793292,0.018452829,0.0003836946,0.0009292182,0.00076509506,0.00013978747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041257413,0.0009084036,0.0012489806,0.0015247747,0.00036842082,0.0016654514,0.0014177987,0.0013052281,0.011113111],"category_scores_gemma":[0.037010536,0.00038841588,0.0010612534,0.0024871803,0.0011325398,0.0031495958,0.0007807639,0.0017668473,0.0013329237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009184139,0.00006544957,0.0005570667,0.00015863232,0.00007175832,0.00011289147,0.000064076754,0.428233,0.0002619329,0.5251574,0.0111632245,0.034062825],"study_design_scores_gemma":[0.000013606035,0.000019540366,0.00031720853,0.00003823677,0.000021619317,0.0000664838,0.000025719593,0.6560431,0.00021135138,0.34084666,0.0023780966,0.000018291104],"about_ca_topic_score_codex":0.0035360493,"about_ca_topic_score_gemma":0.0016855908,"teacher_disagreement_score":0.011113111,"about_ca_system_score_codex":0.0011431697,"about_ca_system_score_gemma":0.0006101877,"threshold_uncertainty_score":0.037177026},"labels":[],"label_agreement":null},{"id":"W4410905146","doi":"10.1142/9789819806782_0005","title":"Fabricating Hierarchically Structured Materials from Fluid Condensates: Lessons from the Mussel Byssus","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Byssus; Mussel; Nanotechnology; Materials science; Polymer science; Geology; Engineering; Fishery; Biology","score_opus":0.024863451076376695,"score_gpt":0.23705297647843906,"score_spread":0.21218952540206237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410905146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5776877,0.050064962,0.22421023,0.0057511115,0.0009996674,0.000108660635,0.0002960327,0.0017703271,0.13911127],"genre_scores_gemma":[0.8257369,0.016763067,0.10048231,0.0007494326,0.00017353248,0.0000880714,0.0002412711,0.0004943876,0.05527107],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993587,0.000006655918,0.000002962635,0.00001652961,0.000026203761,0.000011696905],"domain_scores_gemma":[0.99992716,0.000026496135,0.000008453891,0.0000104928795,0.000010719566,0.000016672951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015008035,0.00031388295,0.0002855182,0.00028751258,0.00047396004,0.00073831034,0.00031400326,0.00054847036,0.0012467882],"category_scores_gemma":[0.00023350069,0.00028014154,0.00028660477,0.0002691233,0.0010110702,0.00104281,0.00066386466,0.0010029571,0.0007549368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049668164,0.000099889636,0.0005789727,0.0007891962,0.000038899278,0.0004336824,0.0005970913,0.021910235,0.81705815,0.039717514,0.004990914,0.11373585],"study_design_scores_gemma":[0.00006611422,0.00043642483,0.0031050094,0.00018601649,0.00003969065,0.0008005469,0.00060270895,0.034629196,0.68248326,0.057903327,0.21965833,0.00008934307],"about_ca_topic_score_codex":0.0007016082,"about_ca_topic_score_gemma":0.0021526508,"teacher_disagreement_score":0.0012467882,"about_ca_system_score_codex":0.0004350581,"about_ca_system_score_gemma":0.00023068393,"threshold_uncertainty_score":0.0041708946},"labels":[],"label_agreement":null},{"id":"W4411190085","doi":"10.1142/14429","title":"Ethics and Mathematics","year":2025,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics education; Mathematics; Engineering ethics; Calculus (dental); Engineering; Medicine","score_opus":0.07812147804907708,"score_gpt":0.3164357925349366,"score_spread":0.2383143144858595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411190085","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005379416,0.007829639,0.0015300462,0.005016434,0.00037713116,0.000013540832,0.000031725584,0.00002258012,0.984641],"genre_scores_gemma":[0.06981224,0.006601513,0.0030902124,0.0046022823,0.0013344212,0.00010067045,0.00007583685,0.00011616495,0.9142666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99920136,0.00044409302,0.000016279899,0.00007498845,0.00020224534,0.00006101299],"domain_scores_gemma":[0.9992918,0.0004010316,0.00003998453,0.00008694689,0.0001318083,0.000048402282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008682726,0.00054834044,0.00041932022,0.0009210646,0.0026623176,0.0057639806,0.00051467615,0.0017982185,0.023460548],"category_scores_gemma":[0.0026749836,0.00028803194,0.0002007946,0.0009430462,0.008384651,0.004048108,0.0012517829,0.0038517192,0.0065377224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002508987,0.0000051886773,0.00002597285,0.000012367076,7.683349e-7,0.000006917864,0.0003142366,0.000055562297,0.000018860273,0.97202,0.023018107,0.004519545],"study_design_scores_gemma":[0.000003052315,0.0000036109957,0.000119107084,0.00005499155,0.0000010971727,0.000018838971,0.00019675192,0.00012750059,0.000036637513,0.6048126,0.394623,0.000002824985],"about_ca_topic_score_codex":0.009648568,"about_ca_topic_score_gemma":0.015350668,"teacher_disagreement_score":0.023460548,"about_ca_system_score_codex":0.0041997842,"about_ca_system_score_gemma":0.0029874626,"threshold_uncertainty_score":0.07848334},"labels":[],"label_agreement":null},{"id":"W4411434366","doi":"10.1142/9789819801923_0002","title":"JOURNALISM AS A WAY OF LIFE","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Vision; Sociology; Anthropology","score_opus":0.042926734924966944,"score_gpt":0.2903602253142279,"score_spread":0.24743349038926093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411434366","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012986335,0.006455695,0.0020260394,0.010047439,0.0011550616,0.000017896837,0.00002057361,0.000044581328,0.97893405],"genre_scores_gemma":[0.17128976,0.0073125856,0.0034809923,0.005860533,0.0027514666,0.00011280408,0.000045630208,0.00022221777,0.8089241],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670357,0.0019269477,0.00008272518,0.00023130019,0.00077166193,0.00028381578],"domain_scores_gemma":[0.9965546,0.0019410976,0.00016458162,0.00035628205,0.0005069389,0.0004765253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033813047,0.00056124735,0.00050811726,0.0019918366,0.0068033836,0.021560183,0.0009927441,0.0036693648,0.01596154],"category_scores_gemma":[0.004539311,0.0004263312,0.00026674656,0.0025541005,0.025984641,0.010113427,0.0035569207,0.0055187787,0.0036649723],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028292195,0.0000069508746,0.000019788646,0.000023775721,0.0000013295487,0.000017920876,0.0034574359,0.000032945944,0.00004402453,0.97506964,0.016009975,0.0053133415],"study_design_scores_gemma":[0.0000044469666,0.00000934094,0.00012730062,0.000076555356,0.0000022911945,0.000060694867,0.0016373484,0.000113234295,0.00007138343,0.3506812,0.64720863,0.0000076101883],"about_ca_topic_score_codex":0.0059991837,"about_ca_topic_score_gemma":0.010871242,"teacher_disagreement_score":0.021560183,"about_ca_system_score_codex":0.0060539655,"about_ca_system_score_gemma":0.0066528595,"threshold_uncertainty_score":0.053396642},"labels":[],"label_agreement":null},{"id":"W4411990571","doi":"10.1142/9789819811908_0012","title":"Ethical and Societal Implications of Technology-Driven Decisions","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Impact of AI and Big Data on Business and Society","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Engineering ethics; Psychology; Political science; Sociology; Engineering","score_opus":0.12902085756511875,"score_gpt":0.381959586707747,"score_spread":0.25293872914262827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411990571","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00422829,0.008025304,0.013221184,0.13038473,0.00203448,0.000044851986,0.00006217866,0.000021814485,0.8419773],"genre_scores_gemma":[0.6412522,0.015238214,0.017905587,0.05445494,0.0057038385,0.00051284,0.00011607832,0.00018022131,0.2646361],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98956317,0.0069658854,0.00015658242,0.0004299993,0.0023019125,0.000582453],"domain_scores_gemma":[0.9790536,0.017871436,0.0004714573,0.0007307183,0.0013351563,0.0005376191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011455764,0.00064963877,0.00044056194,0.001312102,0.0036303492,0.011938729,0.0013793068,0.009209148,0.009907152],"category_scores_gemma":[0.021409951,0.00035226127,0.00039200945,0.0012970231,0.026816212,0.008383259,0.0026345893,0.009117923,0.0013473629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023939792,0.0000075661133,0.000023070512,0.0000103379425,0.0000018241567,0.000030285502,0.00038210777,0.00024358244,0.000023300758,0.99020165,0.006125429,0.0029484485],"study_design_scores_gemma":[0.0000033158735,0.0000030244137,0.000065599685,0.000056572313,0.0000017465728,0.000031150063,0.0004361765,0.00034117975,0.000059061484,0.9502178,0.048779923,0.0000044330513],"about_ca_topic_score_codex":0.003413149,"about_ca_topic_score_gemma":0.0052978825,"teacher_disagreement_score":0.011938729,"about_ca_system_score_codex":0.00644387,"about_ca_system_score_gemma":0.0065298453,"threshold_uncertainty_score":0.060584545},"labels":[],"label_agreement":null},{"id":"W4411990578","doi":"10.1142/9789819811908_0013","title":"Strategic Foresight and Scenario Planning","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Futures studies; Strategic planning; Business; Process management; Computer science; Artificial intelligence; Marketing","score_opus":0.243575256723877,"score_gpt":0.3809894164482103,"score_spread":0.13741415972433332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411990578","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000807801,0.024278898,0.055373427,0.0039711357,0.0013093018,0.00003655668,0.00014537091,0.000110205016,0.9139674],"genre_scores_gemma":[0.06064891,0.05929913,0.04031323,0.0014357948,0.0015649709,0.00016448161,0.0005352445,0.00033993737,0.83569825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99960953,0.00015828844,0.000012895007,0.000041359046,0.00014390406,0.000033983666],"domain_scores_gemma":[0.99960166,0.0002542727,0.000020787249,0.000047184785,0.000050268056,0.000025831076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008305791,0.0012229052,0.00041162616,0.0014002549,0.0008034869,0.004434538,0.000706576,0.0012916003,0.027247079],"category_scores_gemma":[0.0020944583,0.00051143265,0.00036479815,0.0026644813,0.0020590834,0.0053004897,0.001325427,0.0023090632,0.0056682522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058870683,0.000012728443,0.000031363474,0.000096806434,0.000007009245,0.000036162506,0.00023388196,0.0056865523,0.000103869424,0.8366906,0.06528525,0.091809765],"study_design_scores_gemma":[0.000001573122,0.0000038586636,0.000042239863,0.0001189605,0.0000020572554,0.00002399641,0.0001311254,0.0015746696,0.00007334524,0.7189508,0.27907163,0.0000056999947],"about_ca_topic_score_codex":0.00498209,"about_ca_topic_score_gemma":0.009183028,"teacher_disagreement_score":0.027247079,"about_ca_system_score_codex":0.0026397768,"about_ca_system_score_gemma":0.0022278235,"threshold_uncertainty_score":0.09115052},"labels":[],"label_agreement":null},{"id":"W4412947966","doi":"10.1142/14540","title":"Climate Change in a Nutshell","year":2025,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Climate Change and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Climate change; Geography; Climatology; Environmental science; Political science; Geology; Oceanography","score_opus":0.04067667755398391,"score_gpt":0.2660966224292319,"score_spread":0.22541994487524797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412947966","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039011374,0.021413023,0.0054200348,0.014608667,0.012771293,0.00002525567,0.00019552965,0.00019087367,0.9449853],"genre_scores_gemma":[0.0061184964,0.014819139,0.002899022,0.007838605,0.004914332,0.000035471723,0.00019043508,0.0003686113,0.9628158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99975413,0.000047267975,0.000009579445,0.000035851608,0.00013416658,0.000019016057],"domain_scores_gemma":[0.99977905,0.000088385124,0.000012151003,0.000033265835,0.000055636414,0.00003152058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003909451,0.00081721105,0.0004828304,0.00083742343,0.0008100353,0.0047139665,0.000640158,0.0018359098,0.035150345],"category_scores_gemma":[0.0012871356,0.00031178183,0.00037440762,0.001385474,0.0013352672,0.0042163446,0.0016172611,0.003684235,0.01545126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010943679,0.000025151636,0.00007180439,0.00011603421,0.00001110091,0.00004690818,0.0002728746,0.00065163546,0.00032714332,0.34050766,0.55437165,0.10358702],"study_design_scores_gemma":[0.0000011642917,0.0000025761663,0.000050971066,0.000040666637,0.0000014881182,0.000018648594,0.00003152614,0.000062578765,0.000030556035,0.029805785,0.9699519,0.0000021192097],"about_ca_topic_score_codex":0.0033197352,"about_ca_topic_score_gemma":0.009155982,"teacher_disagreement_score":0.035150345,"about_ca_system_score_codex":0.0013545029,"about_ca_system_score_gemma":0.0011263717,"threshold_uncertainty_score":0.11758965},"labels":[],"label_agreement":null},{"id":"W4413088958","doi":"10.1142/9789819814770_0009","title":"Lateral Torsional Buckling Resistance and Design of High Strength Steel Beams Subjected to Nonuniform Temperature","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Structural engineering; Materials science; Buckling; High strength steel; Composite material; Engineering","score_opus":0.007727982115707916,"score_gpt":0.19022976441787537,"score_spread":0.18250178230216746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413088958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8320072,0.0013517467,0.1204846,0.00018978346,0.000048630798,0.00008470773,0.0001574175,0.00024876933,0.04542711],"genre_scores_gemma":[0.9746738,0.00044148974,0.012814887,0.000024168341,0.00001075561,0.000056978133,0.00007043225,0.00006497378,0.011842483],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999045,0.000018404275,0.000003177983,0.000011316388,0.00004864341,0.000013942552],"domain_scores_gemma":[0.9998363,0.00008331388,0.00002467333,0.000012370518,0.000033129636,0.0000101369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635148,0.00021429746,0.00027993834,0.0003443655,0.00022041271,0.00028973044,0.0004720402,0.00029856243,0.0028334025],"category_scores_gemma":[0.0004507824,0.0002578741,0.00020105766,0.0001794335,0.00031805775,0.00025273193,0.00022546363,0.00014265775,0.00030293473],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043991872,0.00010421976,0.0020041782,0.00029562885,0.000029865929,0.0001672097,0.00021201101,0.48128346,0.44410154,0.0065021953,0.0010428051,0.063816935],"study_design_scores_gemma":[0.000031779004,0.0005995658,0.0065961927,0.000032904274,0.000025158139,0.00011484928,0.00018378593,0.9271176,0.05996192,0.0024436822,0.002868702,0.000023785697],"about_ca_topic_score_codex":0.0011463823,"about_ca_topic_score_gemma":0.0035185681,"teacher_disagreement_score":0.0028334025,"about_ca_system_score_codex":0.00035406504,"about_ca_system_score_gemma":0.0003358843,"threshold_uncertainty_score":0.009478629},"labels":[],"label_agreement":null},{"id":"W4414253580","doi":"10.1142/14599","title":"Agriculture and Environment","year":2025,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Agriculture, Water, and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"","score_opus":0.007911952236909504,"score_gpt":0.1931154683913612,"score_spread":0.18520351615445171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414253580","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000108598666,0.01310978,0.00048674934,0.0021465698,0.0025286216,0.000026033595,0.00021916434,0.00012576912,0.98124874],"genre_scores_gemma":[0.0009137803,0.004379414,0.00034200097,0.0012076143,0.0002853609,0.000024922574,0.00013894904,0.000040770377,0.99266726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996457,0.0000418627,0.000011500249,0.00008593683,0.00017582833,0.00003910146],"domain_scores_gemma":[0.99984,0.000025334646,0.000010204962,0.00002772888,0.000069344715,0.000027292162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037245976,0.0011261002,0.0006812166,0.0011396446,0.0015251567,0.004354895,0.0006390662,0.0016706708,0.15692058],"category_scores_gemma":[0.0008055707,0.00033138602,0.00033037408,0.0017998506,0.0010209559,0.0023191883,0.0019531092,0.002816194,0.12793079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015161989,0.000019046834,0.00012752677,0.000117771124,0.0000042378624,0.000046942627,0.00017856271,0.00008622912,0.00035552372,0.051998984,0.79526085,0.1517891],"study_design_scores_gemma":[9.310797e-7,0.0000026821756,0.00008428821,0.00004319966,7.2589216e-7,0.00001530484,0.000028259008,0.000009765615,0.000017549144,0.002558024,0.99723816,0.0000010077765],"about_ca_topic_score_codex":0.011542466,"about_ca_topic_score_gemma":0.044616282,"teacher_disagreement_score":0.15692058,"about_ca_system_score_codex":0.0017167601,"about_ca_system_score_gemma":0.0023993808,"threshold_uncertainty_score":0.52495164},"labels":[],"label_agreement":null},{"id":"W4414305346","doi":"10.1142/14613","title":"Theories and Predictions on Ozone Depletion and Climate Change","year":2025,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Climate change; Ozone depletion; Ozone; Climate model; Climate system; Global warming","score_opus":0.01635340833396744,"score_gpt":0.20966640180168541,"score_spread":0.19331299346771796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414305346","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006324335,0.038955633,0.07772985,0.021268116,0.0052194633,0.00005245891,0.0015129341,0.00037122692,0.84856594],"genre_scores_gemma":[0.18282464,0.07659419,0.04287547,0.004337184,0.0048823,0.00019717896,0.0018772398,0.0003386484,0.6860732],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9999051,0.000021450509,0.000003230008,0.0000133763715,0.000051158615,0.0000056960444],"domain_scores_gemma":[0.9996636,0.0002505983,0.0000139256135,0.000020413825,0.000040069543,0.0000113644755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004898501,0.00080775673,0.00035615923,0.0007598863,0.00034295194,0.0013078138,0.0010216642,0.00067510543,0.01598353],"category_scores_gemma":[0.0013253115,0.00030633388,0.00030353543,0.00074307626,0.001503663,0.0021031809,0.00058459333,0.0017331551,0.0044033183],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014025795,0.000023443607,0.00024959102,0.0001084284,0.0000148038,0.000056252982,0.00011575125,0.013324189,0.00024774624,0.7904994,0.117022544,0.0783238],"study_design_scores_gemma":[0.0000050990107,0.000007075549,0.00032490422,0.00008610968,0.0000068518953,0.000030629388,0.000072292256,0.00912479,0.0001827391,0.8498621,0.14028902,0.0000084486655],"about_ca_topic_score_codex":0.0032051925,"about_ca_topic_score_gemma":0.004002745,"teacher_disagreement_score":0.01598353,"about_ca_system_score_codex":0.00084782176,"about_ca_system_score_gemma":0.0006589938,"threshold_uncertainty_score":0.053470194},"labels":[],"label_agreement":null},{"id":"W4415134635","doi":"10.1142/9789819813018_0027","title":"How Advisory Boards May Inform Pedagogical Practice in Sport Management Programs","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Context (archaeology); Work (physics); Plan (archaeology)","score_opus":0.07192290932241262,"score_gpt":0.3393206866586823,"score_spread":0.2673977773362697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415134635","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0145219,0.0036415565,0.018714068,0.4939456,0.009588262,0.00038204168,0.00021777287,0.00037797264,0.45861086],"genre_scores_gemma":[0.4983057,0.009585863,0.05101484,0.09766601,0.007962674,0.0016703035,0.0006904766,0.00055571273,0.33254835],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.93847674,0.049987398,0.0010982967,0.0014034434,0.005660469,0.0033737505],"domain_scores_gemma":[0.7961632,0.15513109,0.00647754,0.0042062374,0.022323834,0.015698195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07179433,0.00042992405,0.0003811071,0.002987207,0.009092076,0.017585745,0.0025341252,0.008136394,0.030602627],"category_scores_gemma":[0.16125761,0.0006106715,0.00040343925,0.0030585465,0.003502117,0.013351437,0.0047501996,0.0075422674,0.006271911],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007632579,0.000539334,0.008843402,0.0002774401,0.000017794431,0.00032007517,0.023614055,0.0006739075,0.00028345536,0.17665978,0.50896245,0.279732],"study_design_scores_gemma":[0.00008506843,0.00010348075,0.007291136,0.0015417027,0.00004531547,0.00010616005,0.039636064,0.0011463606,0.00036005437,0.13942184,0.81019515,0.00006770646],"about_ca_topic_score_codex":0.01704051,"about_ca_topic_score_gemma":0.04694296,"teacher_disagreement_score":0.07179433,"about_ca_system_score_codex":0.0069972784,"about_ca_system_score_gemma":0.03120441,"threshold_uncertainty_score":0.37968928},"labels":[],"label_agreement":null},{"id":"W4416139521","doi":"10.1142/9789819810161_0008","title":"Pointer-Based Item-to-Item Collaborative Filtering Recommendation System Using a Machine Learning Model","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Recommender system; Collaborative filtering; Feature (linguistics); Training set; Filter (signal processing)","score_opus":0.03813843291622794,"score_gpt":0.26461214326719606,"score_spread":0.22647371035096814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416139521","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05896335,0.00094518275,0.9251294,0.0006552886,0.00021763452,0.00040493935,0.0008032808,0.007217809,0.0056630867],"genre_scores_gemma":[0.5454832,0.0009715055,0.43470478,0.0004433585,0.00016594295,0.0004876465,0.0014836756,0.0000911961,0.016168725],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986646,0.00020159344,0.00014620708,0.00044738597,0.00042312877,0.00011709335],"domain_scores_gemma":[0.998678,0.00032513373,0.00007218151,0.00015172789,0.00071660685,0.000056407385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015053098,0.0008575885,0.0021919028,0.0016155896,0.0011904802,0.001304936,0.0023246363,0.0017513678,0.003552212],"category_scores_gemma":[0.0025215596,0.0005198162,0.0014828806,0.0022525792,0.00035595946,0.0020906953,0.00065057125,0.0012747633,0.0027528915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007471558,0.0010915879,0.010735255,0.00034767197,0.000505294,0.0005094941,0.0002554287,0.23218334,0.011949592,0.0045433845,0.014294173,0.7228377],"study_design_scores_gemma":[0.00003534058,0.0001228073,0.00093489786,0.000010397367,0.000054205455,0.00010206903,0.000019057396,0.99461406,0.0018491165,0.00082574587,0.0014024638,0.000029824987],"about_ca_topic_score_codex":0.047010995,"about_ca_topic_score_gemma":0.042013012,"teacher_disagreement_score":0.047010995,"about_ca_system_score_codex":0.0011515816,"about_ca_system_score_gemma":0.001539707,"threshold_uncertainty_score":0.093474686},"labels":[],"label_agreement":null},{"id":"W4416775264","doi":"10.1142/14655","title":"Developing a Body of Knowledge in Behavioural Project Management","year":2025,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Project management; Action (physics); Project management triangle; Project planning; Program management","score_opus":0.15251225076859823,"score_gpt":0.38976254073921524,"score_spread":0.237250289970617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416775264","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047761374,0.044557955,0.27760723,0.022014761,0.0018392898,0.00018108812,0.00021540461,0.00037185298,0.64843637],"genre_scores_gemma":[0.0796657,0.09422464,0.3775996,0.00687584,0.0021295159,0.00072453264,0.0010265755,0.00052860053,0.43722492],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987423,0.000433804,0.00010957451,0.00011228409,0.0005440659,0.000057979978],"domain_scores_gemma":[0.9931029,0.0053060297,0.00013322379,0.0005409221,0.00073540927,0.00018153648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004049852,0.0004440211,0.00048527028,0.0029734601,0.0011791813,0.004654798,0.0012946738,0.0019687833,0.010219265],"category_scores_gemma":[0.0054198545,0.0003601556,0.00043395485,0.003300102,0.004689025,0.0068969727,0.002062728,0.0029549033,0.004075416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006790918,0.000085905565,0.00025868948,0.0005394463,0.000008252965,0.0000760094,0.0023703643,0.0016250835,0.0005683405,0.47653604,0.054082066,0.46384302],"study_design_scores_gemma":[0.000004375606,0.000018695218,0.00058221945,0.0013559767,0.000006020499,0.00012378293,0.00071691704,0.0019113639,0.0007901173,0.26754677,0.7269299,0.000013902068],"about_ca_topic_score_codex":0.0030421328,"about_ca_topic_score_gemma":0.004771206,"teacher_disagreement_score":0.010219265,"about_ca_system_score_codex":0.0017655209,"about_ca_system_score_gemma":0.0035609573,"threshold_uncertainty_score":0.0341869},"labels":[],"label_agreement":null},{"id":"W4417446035","doi":"10.1142/9789819823130_0013","title":"MY ROAD TO CHAOS","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"","score_opus":0.08259744180305,"score_gpt":0.3576402302734729,"score_spread":0.2750427884704229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417446035","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022521133,0.015663303,0.006390247,0.13381457,0.0074203135,0.00003228955,0.00009126018,0.00014374572,0.83419216],"genre_scores_gemma":[0.120321564,0.01248607,0.0035558245,0.035131305,0.0048206383,0.00021068778,0.00013551788,0.00049440766,0.82284397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987055,0.00056036265,0.000028704837,0.00015727882,0.00032586438,0.00022234528],"domain_scores_gemma":[0.9985487,0.0005638975,0.00006974289,0.00024031957,0.00025760508,0.00031975316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018091645,0.00065174914,0.0005792257,0.0011268932,0.007976369,0.010098926,0.0010127791,0.0032455823,0.03252762],"category_scores_gemma":[0.005426475,0.00035838367,0.0004134353,0.0009845294,0.018712603,0.013006735,0.0073107462,0.00909404,0.008016934],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039794986,0.0000051037196,0.000036279824,0.000018867104,0.0000017219609,0.000021939284,0.0021760175,0.000083196755,0.00002233829,0.8817837,0.10638974,0.009456982],"study_design_scores_gemma":[0.0000028066165,0.000004668311,0.000041209194,0.000105602136,9.294645e-7,0.000028035549,0.0015474354,0.00009227196,0.000022271011,0.4227235,0.5754256,0.0000055452633],"about_ca_topic_score_codex":0.0050270897,"about_ca_topic_score_gemma":0.007648895,"teacher_disagreement_score":0.03252762,"about_ca_system_score_codex":0.0038698467,"about_ca_system_score_gemma":0.004869811,"threshold_uncertainty_score":0.10881573},"labels":[],"label_agreement":null},{"id":"W44682325","doi":"10.1142/9789814295291_0013","title":"AN ALGORITHM FOR THE ENERGY BARRIER PROBLEM WITHOUT PSEUDOKNOTS AND TEMPORARY ARCS","year":2009,"lang":"en","type":"article","venue":"WORLD SCIENTIFIC eBooks","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Pseudoknot; Simple (philosophy); Folding (DSP implementation); Algorithm; Energy (signal processing); Base pair; Space (punctuation); Bipartite graph; Mathematics; Computer science; Topology (electrical circuits); Combinatorics; Physics; Chemistry; Quantum mechanics; Base sequence; Engineering; DNA","score_opus":0.012036398680804769,"score_gpt":0.24377431053647353,"score_spread":0.23173791185566875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W44682325","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010255304,0.00018870657,0.9803256,0.00040891752,0.000068297304,0.00021737276,0.0002941317,0.0037251636,0.0045165354],"genre_scores_gemma":[0.06730523,0.0001297773,0.92667043,0.0001208336,0.000034828234,0.0003742234,0.00096597004,0.00076714286,0.003631569],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988337,0.00021993888,0.00007924598,0.00034626562,0.0003189863,0.00020175337],"domain_scores_gemma":[0.99776495,0.0012794039,0.000117356605,0.00046069082,0.0002689365,0.00010860526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011005779,0.0014450385,0.0013913892,0.0013600392,0.001230186,0.0016306893,0.003857639,0.0023758148,0.012447138],"category_scores_gemma":[0.004116418,0.00087274006,0.0017663563,0.0018269089,0.0010185912,0.00416399,0.0036777263,0.0026751324,0.003153116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060053257,0.00065778836,0.0011398492,0.0006793853,0.00014564946,0.0002844342,0.0004992126,0.31091934,0.008145998,0.094298996,0.025521897,0.5571069],"study_design_scores_gemma":[0.00037300866,0.000140309,0.00023359366,0.000049309016,0.00004851789,0.0002289408,0.00013886784,0.8560689,0.0046680076,0.12530565,0.012695327,0.000049601338],"about_ca_topic_score_codex":0.0030039516,"about_ca_topic_score_gemma":0.0039755367,"teacher_disagreement_score":0.012447138,"about_ca_system_score_codex":0.0014762558,"about_ca_system_score_gemma":0.0026511902,"threshold_uncertainty_score":0.041639864},"labels":[],"label_agreement":null},{"id":"W560030307","doi":"","title":"Advances in analysis : proceedings of the 4th International ISAAC Congress, York University, Toronto, Canada, 11-16 Augist 2003","year":2005,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Spectral Theory in Mathematical Physics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Pure mathematics; Differential operator; Hermite polynomials; Hilbert space; Mathematical analysis","score_opus":0.015245802920474298,"score_gpt":0.2528104280518111,"score_spread":0.23756462513133678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W560030307","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007834282,0.4273813,0.06970157,0.018581603,0.03671849,0.0001910059,0.005714036,0.0025484571,0.43132922],"genre_scores_gemma":[0.022560805,0.13440442,0.025603892,0.0005562285,0.0037481943,0.00013527366,0.0038038045,0.0013149704,0.8078724],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923885,0.00009311602,0.000048924492,0.00014365069,0.00039493825,0.00008039206],"domain_scores_gemma":[0.998028,0.00022115833,0.00005173519,0.00022977646,0.0012157749,0.00025356942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00205707,0.0021024763,0.0016278768,0.002459785,0.0014905788,0.003890487,0.0013915509,0.0009602056,0.098682426],"category_scores_gemma":[0.0021192208,0.0006557835,0.00080885325,0.0038786007,0.0017777578,0.0019725102,0.0019316035,0.0019522951,0.031750362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011410081,0.00004345237,0.00047526162,0.00032332307,0.000036599988,0.00008937591,0.00016291898,0.0012600964,0.0009429854,0.013275474,0.82289547,0.1603809],"study_design_scores_gemma":[0.000013332141,0.000024962841,0.0019361317,0.0002789818,0.000024743127,0.00012815947,0.0001562943,0.0032221135,0.000661858,0.005508272,0.98802686,0.000018245604],"about_ca_topic_score_codex":0.115481876,"about_ca_topic_score_gemma":0.18066548,"teacher_disagreement_score":0.115481876,"about_ca_system_score_codex":0.0067809466,"about_ca_system_score_gemma":0.006619477,"threshold_uncertainty_score":0.33012563},"labels":[],"label_agreement":null},{"id":"W572655327","doi":"","title":"Some recent advances in mathematics and statistics : proceedings of statistics 2011 Canada/IMST 2011-FIM XX, Montreal, Canada, 1-4 July 2011","year":2013,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statistics; Mathematics; Population; Heteroscedasticity; Econometrics; Demography; Sociology","score_opus":0.009510887149804782,"score_gpt":0.21684235127416285,"score_spread":0.20733146412435807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W572655327","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018246749,0.4136867,0.20127134,0.113785416,0.09555846,0.00030251054,0.0111209415,0.0027160677,0.1597339],"genre_scores_gemma":[0.01852911,0.45515823,0.15277785,0.013995311,0.065750144,0.00065705273,0.015334492,0.0024849914,0.2753128],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954136,0.0012734464,0.00027934182,0.00068214827,0.0020854825,0.00026596835],"domain_scores_gemma":[0.9781275,0.008806106,0.00048289497,0.0015288662,0.00983298,0.0012216783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008398125,0.0014686253,0.0023841034,0.005492079,0.0019155097,0.006339841,0.0016611913,0.0015443945,0.06321754],"category_scores_gemma":[0.020932531,0.0009583402,0.0012469657,0.014421328,0.0029510187,0.0024033457,0.0018311467,0.004796906,0.023351138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022328659,0.00002785028,0.00037184666,0.0003384208,0.000032770866,0.000036780817,0.00005903168,0.0011612299,0.00017045485,0.0218295,0.8207119,0.1552379],"study_design_scores_gemma":[0.000014676442,0.000019319694,0.0019459703,0.0005083721,0.00002198351,0.000083955034,0.00011369432,0.0038496365,0.00016010717,0.024340114,0.96889305,0.000049123908],"about_ca_topic_score_codex":0.22954851,"about_ca_topic_score_gemma":0.23381998,"teacher_disagreement_score":0.22954851,"about_ca_system_score_codex":0.013782389,"about_ca_system_score_gemma":0.018896356,"threshold_uncertainty_score":0.45642477},"labels":[],"label_agreement":null},{"id":"W572823341","doi":"10.1142/7148","title":"Intercultural Relations in Asia","year":2009,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Political science; Geography","score_opus":0.031888106932462065,"score_gpt":0.2865782958088698,"score_spread":0.2546901888764077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W572823341","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10461737,0.09894656,0.0007326812,0.009999091,0.0013344905,0.000048483256,0.000067882276,0.000046325516,0.78420705],"genre_scores_gemma":[0.75260454,0.08321774,0.0007790142,0.0032490506,0.00046099,0.00014753558,0.00006764237,0.000060284936,0.15941322],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995523,0.00021346158,0.00002847365,0.000044201486,0.00006965698,0.000091831185],"domain_scores_gemma":[0.9995023,0.00013541343,0.0000645997,0.0000466335,0.0000877177,0.00016336626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006056761,0.0005515361,0.00028706968,0.00060784415,0.0039215046,0.005854946,0.0004289193,0.00066526595,0.0095907],"category_scores_gemma":[0.0008262253,0.00014849924,0.00019223904,0.0014782983,0.004743444,0.00269929,0.0051899296,0.0016488865,0.0011475447],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053304684,0.00014216182,0.013458135,0.00069687667,0.000041250456,0.0030749417,0.5290496,0.00017208194,0.0014149966,0.22696991,0.03592783,0.18899895],"study_design_scores_gemma":[0.00001168424,0.000060475602,0.0253321,0.0014619487,0.000026249032,0.0014758373,0.2533592,0.00007724708,0.000260192,0.025995156,0.6919157,0.000024202596],"about_ca_topic_score_codex":0.018102853,"about_ca_topic_score_gemma":0.021005975,"teacher_disagreement_score":0.018102853,"about_ca_system_score_codex":0.0020900976,"about_ca_system_score_gemma":0.004154363,"threshold_uncertainty_score":0.035994947},"labels":[],"label_agreement":null},{"id":"W582699596","doi":"","title":"Image: E-Learning, Understanding, Information Retrieval and Medical Proceeding of the First International Workshop Calgary, Italy 9-10, June 2003","year":2003,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Information fusion; Biometrics; Computer science; Morphing; Information retrieval; Library science; Medicine; Artificial intelligence","score_opus":0.026799153517565885,"score_gpt":0.28149117781053884,"score_spread":0.25469202429297294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W582699596","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004894157,0.27042466,0.0980951,0.021888578,0.019987816,0.00042923918,0.0017377716,0.005931248,0.5766114],"genre_scores_gemma":[0.0068796,0.06036335,0.020059701,0.0016973026,0.0021208867,0.00012577388,0.0012689768,0.00054368324,0.90694076],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995758,0.000049269176,0.0000266532,0.00008946996,0.0002075778,0.000051200477],"domain_scores_gemma":[0.999238,0.00014485403,0.000016286273,0.000081660095,0.00036853697,0.0001506334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010056803,0.0013277365,0.0010699002,0.0017960276,0.00087671826,0.004937474,0.0014740054,0.001999477,0.106280796],"category_scores_gemma":[0.0010845383,0.00049528497,0.00043986997,0.0024396973,0.0011354927,0.0033559247,0.0018899974,0.001954727,0.049079377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054836044,0.000055034816,0.00009473851,0.00035610478,0.000012148256,0.00008441702,0.00017743428,0.00033674252,0.0017835345,0.0062920316,0.5746035,0.41614947],"study_design_scores_gemma":[0.000008975252,0.000023924898,0.00054609537,0.00019974537,0.00000874965,0.0002536018,0.00019667561,0.0005793439,0.0009083935,0.0028638453,0.9943995,0.000011113948],"about_ca_topic_score_codex":0.012235482,"about_ca_topic_score_gemma":0.025651375,"teacher_disagreement_score":0.106280796,"about_ca_system_score_codex":0.0020686234,"about_ca_system_score_gemma":0.001898505,"threshold_uncertainty_score":0.3555447},"labels":[],"label_agreement":null},{"id":"W590902587","doi":"","title":"Nonlinear evolution equations and dynamical systems : proceedings of the ICM 2002 Satellite Conference, Yellow Mountains, China, 15-18 August 2002","year":2003,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Immigration; Gender studies; Geography; Modernity; Ethnic group; History; Sociology; Political science; Anthropology; Law","score_opus":0.024702549581482748,"score_gpt":0.25545235740180144,"score_spread":0.2307498078203187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W590902587","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0634631,0.36108106,0.21401389,0.024738852,0.033080295,0.00026394674,0.0024208934,0.0012891627,0.29964876],"genre_scores_gemma":[0.24761356,0.19311406,0.0431373,0.0013778268,0.004936517,0.00062395155,0.0036151155,0.00038680417,0.50519484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998605,0.00003444035,0.00001160672,0.000026167876,0.000052909585,0.00001435886],"domain_scores_gemma":[0.99965703,0.00011434352,0.000018114284,0.000026268153,0.00015211332,0.000032223634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007351219,0.00080617314,0.0010388299,0.0004130215,0.0005943791,0.001556007,0.0005308431,0.0007753913,0.01593795],"category_scores_gemma":[0.0010758328,0.00025734873,0.00035126778,0.0008853632,0.0007045903,0.0009247538,0.0006672652,0.0009627371,0.0023577756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023739046,0.00019656455,0.005509228,0.0008727482,0.00018844119,0.0007898897,0.0010645639,0.044762775,0.0019694432,0.063525654,0.44368047,0.43720275],"study_design_scores_gemma":[0.000098436176,0.00018759581,0.013259334,0.0009752086,0.00019426474,0.0005638103,0.0010411743,0.21374165,0.0012534824,0.035288084,0.73333186,0.00006504398],"about_ca_topic_score_codex":0.014402439,"about_ca_topic_score_gemma":0.016792534,"teacher_disagreement_score":0.01593795,"about_ca_system_score_codex":0.000719606,"about_ca_system_score_gemma":0.0012500278,"threshold_uncertainty_score":0.053317785},"labels":[],"label_agreement":null},{"id":"W597750885","doi":"10.1142/6401","title":"3D Online Multimedia and Games","year":2008,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Multimedia; Computer science; Computer graphics (images)","score_opus":0.026269838854311233,"score_gpt":0.26966068936978427,"score_spread":0.24339085051547305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W597750885","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069104508,0.030201992,0.1717559,0.0024399343,0.0049398188,0.00018186924,0.0009172749,0.0035783572,0.7790743],"genre_scores_gemma":[0.1100407,0.033216774,0.086562574,0.0016946639,0.0023602284,0.00029567274,0.0017003623,0.0012126097,0.7629164],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964726,0.00004781662,0.000012750873,0.000039111514,0.0002230464,0.00002994874],"domain_scores_gemma":[0.9998136,0.000047614005,0.000009877313,0.000041491436,0.00004655394,0.000040804833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024785878,0.0010234031,0.0003554393,0.001003326,0.00064138736,0.0042007514,0.00087606726,0.0011904808,0.06399764],"category_scores_gemma":[0.00090156955,0.00036309025,0.0005805887,0.0010642462,0.0006718743,0.0022364107,0.002532489,0.0010249335,0.013636495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008780157,0.00006779618,0.00033645332,0.0004943648,0.00002637257,0.00028295058,0.0004050989,0.008126555,0.007422445,0.22022684,0.24012268,0.5224007],"study_design_scores_gemma":[0.000008878274,0.0000423583,0.00057401386,0.0001520553,0.000009007703,0.000564444,0.00017140247,0.010415128,0.0016387625,0.036613185,0.9497828,0.000027925182],"about_ca_topic_score_codex":0.0018036179,"about_ca_topic_score_gemma":0.0030702003,"teacher_disagreement_score":0.06399764,"about_ca_system_score_codex":0.00072658446,"about_ca_system_score_gemma":0.0004148117,"threshold_uncertainty_score":0.21409345},"labels":[],"label_agreement":null},{"id":"W601930767","doi":"","title":"The world in prismatic views : proceedings of the Second Interdisciplinary CHESS Interactions Conference, Saskatoon, Saskatchewan, Canada, 17-20 September 2012","year":2014,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Graduate students; Contrast (vision); Mathematics education; Sociology; Engineering ethics; Psychology; Pedagogy; Engineering; Computer science; Artificial intelligence","score_opus":0.05279433175842274,"score_gpt":0.3443195429587075,"score_spread":0.29152521120028474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W601930767","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002568226,0.026408393,0.0026755072,0.02061345,0.021613415,0.00008590789,0.0025412203,0.00054803473,0.92294586],"genre_scores_gemma":[0.0039895955,0.0054010917,0.000682606,0.00082010234,0.00029707068,0.000019662726,0.0006482428,0.00019112599,0.9879507],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995882,0.000046448065,0.00001121575,0.000045988567,0.00023482044,0.0000733106],"domain_scores_gemma":[0.99919015,0.00008067376,0.00001772798,0.0000313865,0.00045266337,0.00022742314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008316847,0.0010565021,0.00056271284,0.0013803008,0.004296988,0.005306247,0.001087086,0.0013165046,0.1267878],"category_scores_gemma":[0.0015710179,0.0003957964,0.00027999145,0.002968563,0.0013307071,0.002146125,0.0018177036,0.0025563342,0.03444967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014720386,0.000008510783,0.000110744884,0.00004255315,0.00000268072,0.0000331434,0.00026913098,0.0001312543,0.00012784518,0.0025896283,0.9736717,0.022998143],"study_design_scores_gemma":[0.0000023252853,0.000002945753,0.0005339236,0.00007869404,0.0000020078464,0.000023751953,0.0006377121,0.00004500113,0.00008567253,0.00079277484,0.99778855,0.000006670818],"about_ca_topic_score_codex":0.44341835,"about_ca_topic_score_gemma":0.8699719,"teacher_disagreement_score":0.44341835,"about_ca_system_score_codex":0.015528689,"about_ca_system_score_gemma":0.024782863,"threshold_uncertainty_score":0.88167477},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W602447159","doi":"10.1142/5456","title":"Elements of Applied Probability for Engineering, Mathematics and Systems Science","year":2004,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Science and engineering; Engineering mathematics; Mathematics; Mathematics education; Calculus (dental); Computer science; Applied mathematics; Engineering; Engineering ethics","score_opus":0.08094866877409998,"score_gpt":0.2969765969925687,"score_spread":0.2160279282184687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W602447159","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012050598,0.100438096,0.39413595,0.010545567,0.011871886,0.00019948625,0.00064092595,0.00089069764,0.48007244],"genre_scores_gemma":[0.039962977,0.07774378,0.13936356,0.0045055686,0.018786144,0.00080643536,0.00068896485,0.0010287166,0.7171139],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781895,0.00039164477,0.00015048232,0.00027199864,0.0012995735,0.000067404304],"domain_scores_gemma":[0.99705815,0.0018350871,0.000094214905,0.00028170517,0.00063282886,0.000098023615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017567715,0.0016317198,0.0016177801,0.002472108,0.001131738,0.0045592613,0.0012014221,0.0020498547,0.019541925],"category_scores_gemma":[0.005931699,0.0009830006,0.00076400145,0.0035561111,0.0043575633,0.0055098594,0.0013267247,0.006160668,0.013566265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015079587,0.000028026434,0.00009535029,0.00043368453,0.000024757646,0.00006594934,0.00033415877,0.0017905713,0.0006846812,0.7370701,0.14916344,0.11029414],"study_design_scores_gemma":[0.0000057807147,0.000016863727,0.0003005492,0.00012961714,0.0000118757,0.00021646259,0.000055433262,0.0030038084,0.000334387,0.4867614,0.50914735,0.000016461207],"about_ca_topic_score_codex":0.0016464023,"about_ca_topic_score_gemma":0.0018695374,"teacher_disagreement_score":0.019541925,"about_ca_system_score_codex":0.0024797844,"about_ca_system_score_gemma":0.0020720067,"threshold_uncertainty_score":0.065374255},"labels":[],"label_agreement":null},{"id":"W604355093","doi":"10.1142/7208","title":"Selected Topics in Communication Networks and Distributed Systems","year":2010,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Distributed computing","score_opus":0.009737502020896035,"score_gpt":0.20478628657043355,"score_spread":0.1950487845495375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W604355093","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00097057485,0.3612773,0.024264382,0.0060221246,0.039769705,0.00024198096,0.0010147848,0.0011253235,0.56531376],"genre_scores_gemma":[0.0060818,0.2553687,0.01417873,0.0025004267,0.019826293,0.00035370167,0.0012327919,0.0006250775,0.69983244],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990392,0.000100898826,0.000050434912,0.00016213745,0.00058791693,0.000059515947],"domain_scores_gemma":[0.9988807,0.00032649614,0.000045283854,0.00011587293,0.00043337574,0.00019837299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006409263,0.0031983242,0.0036277077,0.0024022828,0.0010378566,0.0028649906,0.0014384531,0.0013555243,0.07752248],"category_scores_gemma":[0.0015092826,0.00055102713,0.00095400336,0.006190895,0.0011263877,0.0032479404,0.0011589554,0.0043021054,0.06590462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040419447,0.000063894055,0.00017108396,0.0014106885,0.000041646297,0.00012281956,0.00016430685,0.0012179958,0.0008879224,0.02707472,0.74688834,0.22191623],"study_design_scores_gemma":[0.0000065854356,0.000022982644,0.00031849553,0.0003406743,0.000010003042,0.00012776913,0.000030264417,0.0005646844,0.000092623246,0.006459489,0.99201715,0.00000919536],"about_ca_topic_score_codex":0.0020557812,"about_ca_topic_score_gemma":0.0025983527,"teacher_disagreement_score":0.07752248,"about_ca_system_score_codex":0.0014534335,"about_ca_system_score_gemma":0.0018493086,"threshold_uncertainty_score":0.25933856},"labels":[],"label_agreement":null},{"id":"W612584014","doi":"","title":"Particles and the universe : proceedings of the eighteenth Lake Louise Winter Institute, Lake Louise, Alberta, Canada; 16-22 February 2003","year":2004,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electroweak interaction; Physics; HERA; Particle physics; Nuclear physics; Neutrino; Heavy ion; Quark; Physics beyond the Standard Model; Quantum chromodynamics; Astrophysics; Ion","score_opus":0.0065016475295556885,"score_gpt":0.18978488076144034,"score_spread":0.18328323323188467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W612584014","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021503833,0.3507033,0.0034938706,0.041947458,0.023568518,0.00008528355,0.0022256756,0.0005208836,0.5753046],"genre_scores_gemma":[0.0037553222,0.048884787,0.0008887138,0.0008310984,0.0012544796,0.000021025815,0.0005904278,0.00011138335,0.94366264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967027,0.000029325542,0.000007363794,0.00004740887,0.00018238719,0.00006333544],"domain_scores_gemma":[0.9994879,0.00003574822,0.000013718474,0.000022743394,0.00026202403,0.00017783893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007695188,0.0013675308,0.0006297508,0.0014329418,0.0029814283,0.0030414925,0.001119028,0.0011572861,0.07631846],"category_scores_gemma":[0.0005349355,0.00040893172,0.0003996167,0.003166763,0.0015186317,0.0014587174,0.0015773695,0.0017232349,0.016523844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014357562,0.00001412501,0.00022121546,0.000057208534,0.0000059192084,0.000034580695,0.000088945046,0.00014686334,0.000074823845,0.004080199,0.961819,0.03344283],"study_design_scores_gemma":[0.0000028414086,0.0000019626102,0.0006444333,0.00007127449,0.0000038753838,0.00001468318,0.00010095718,0.000048473932,0.000039412487,0.0009251329,0.9981432,0.000003822695],"about_ca_topic_score_codex":0.6116531,"about_ca_topic_score_gemma":0.8312242,"teacher_disagreement_score":0.3883469,"about_ca_system_score_codex":0.0129034445,"about_ca_system_score_gemma":0.015272089,"threshold_uncertainty_score":0.7812679},"labels":[],"label_agreement":null},{"id":"W615832464","doi":"","title":"Electroweak physics : proceedings of the fourteenth Lake Louise Winter Institute, Lake Louise, Alberta, Canada; 14-20 February 1999","year":2000,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electroweak interaction; HERA; Physics; Particle physics; Nuclear physics; Neutrino oscillation; Neutrino; Chorus; CP violation; Quantum chromodynamics","score_opus":0.007561026764982603,"score_gpt":0.20197429313712725,"score_spread":0.19441326637214465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W615832464","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002804965,0.14113668,0.005448496,0.018284686,0.012203278,0.00014228704,0.004333018,0.0009020011,0.8147446],"genre_scores_gemma":[0.002775664,0.02412536,0.00094587106,0.0003566109,0.00060017814,0.000020797248,0.0008562025,0.00011928133,0.97020006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997875,0.00001395699,0.00000450855,0.000027814025,0.00012835306,0.000037830967],"domain_scores_gemma":[0.9996263,0.000030855626,0.000012138086,0.00001794307,0.00018442256,0.00012831768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005094461,0.0010779373,0.00053459476,0.0010899013,0.0014369853,0.0017742224,0.0009003669,0.00080887054,0.14595912],"category_scores_gemma":[0.00036578663,0.00031841637,0.00023199123,0.0017093607,0.0008288492,0.0009093462,0.0010100444,0.0011923012,0.051662017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030498359,0.000019199793,0.00028281126,0.00009162513,0.0000059433273,0.00004660025,0.000040979012,0.00014622859,0.00025631482,0.0021352898,0.93257374,0.06437073],"study_design_scores_gemma":[0.000004188165,0.0000044843755,0.0007927107,0.00008343452,0.000003941196,0.000030787392,0.00005006914,0.00008501418,0.00013819523,0.0008875077,0.9979152,0.0000043534083],"about_ca_topic_score_codex":0.17642295,"about_ca_topic_score_gemma":0.49363598,"teacher_disagreement_score":0.17642295,"about_ca_system_score_codex":0.0054125674,"about_ca_system_score_gemma":0.006135062,"threshold_uncertainty_score":0.4882819},"labels":[],"label_agreement":null},{"id":"W621394019","doi":"10.1142/5623","title":"An Entrepreneurial Approach to Stewardship Accountability","year":2004,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Leadership, Human Resources, Global Affairs","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Toronto Metropolitan University","funders":"","keywords":"Stewardship (theology); Accountability; Business; Political science","score_opus":0.05213081191362922,"score_gpt":0.30724589608323816,"score_spread":0.25511508416960893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W621394019","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018306717,0.0039589694,0.033179805,0.026079329,0.0013757463,0.000049140956,0.000020318199,0.00014516711,0.9333609],"genre_scores_gemma":[0.2901887,0.009728863,0.02671707,0.013819039,0.0019310667,0.00029311705,0.000067957146,0.00025075243,0.6570034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967981,0.0014564095,0.000092199814,0.00031891113,0.0009831946,0.0003511602],"domain_scores_gemma":[0.9969578,0.0013708487,0.0001936274,0.0004062878,0.00066338177,0.0004081484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035266916,0.00049135665,0.0002316577,0.0009950825,0.0028533686,0.009040749,0.0010102652,0.002743615,0.006976433],"category_scores_gemma":[0.004831239,0.00025463616,0.00036055138,0.0010519465,0.00893953,0.007191275,0.0033258134,0.004387239,0.001985391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019709905,0.000009212339,0.00004299117,0.000017835693,0.0000013102884,0.000025139407,0.0005248324,0.00024174362,0.000042211585,0.977549,0.012798022,0.008745786],"study_design_scores_gemma":[0.000004420804,0.00001325817,0.00012277091,0.00014349568,0.0000031689328,0.000073481206,0.000433331,0.00087583915,0.00018233593,0.39581838,0.6023213,0.000008238704],"about_ca_topic_score_codex":0.0022717577,"about_ca_topic_score_gemma":0.003081453,"teacher_disagreement_score":0.009040749,"about_ca_system_score_codex":0.0042849677,"about_ca_system_score_gemma":0.0068022567,"threshold_uncertainty_score":0.031089723},"labels":[],"label_agreement":null},{"id":"W629725575","doi":"10.1142/8283","title":"Arctic Offshore Engineering","year":2011,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Arctic; Marine engineering; The arctic; Oceanography; Geography; Engineering; Geology","score_opus":0.014307727236617598,"score_gpt":0.1758686147706624,"score_spread":0.1615608875340448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W629725575","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007673895,0.019439425,0.0037586403,0.0016646377,0.0035800848,0.000018798712,0.00010428815,0.00015957646,0.9705072],"genre_scores_gemma":[0.0030683605,0.017333468,0.0025162392,0.0003428486,0.0003902484,0.00001250536,0.0001128931,0.000102459824,0.976121],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966204,0.000033485114,0.000012674415,0.000035027904,0.00023564139,0.000021175629],"domain_scores_gemma":[0.9997404,0.000053633936,0.000015173631,0.000023006482,0.00012316425,0.000044625736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027585344,0.0006358529,0.00027475838,0.0010290704,0.0015263726,0.0027108546,0.00036584347,0.0008027897,0.03667542],"category_scores_gemma":[0.0005520836,0.00021243923,0.00021632986,0.0013402413,0.00050686393,0.0014013449,0.0012592323,0.0012385118,0.023952657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010028217,0.000024809284,0.00016036429,0.0003626757,0.0000031433603,0.00020499015,0.0007678438,0.00074613455,0.0013205493,0.07062691,0.6442053,0.2815673],"study_design_scores_gemma":[2.5291945e-7,0.0000027143108,0.000076625736,0.00009432069,4.887355e-7,0.00011098462,0.00007622415,0.000046331505,0.000093203416,0.0017889305,0.99770844,0.0000014466056],"about_ca_topic_score_codex":0.003281913,"about_ca_topic_score_gemma":0.013453123,"teacher_disagreement_score":0.03667542,"about_ca_system_score_codex":0.00097092555,"about_ca_system_score_gemma":0.0014691645,"threshold_uncertainty_score":0.12269151},"labels":[],"label_agreement":null},{"id":"W636455306","doi":"","title":"Proceedings of the First International Symposium on Impact and Friction of Solids, Structuresand Intelligent Machines in Memoriam P.D. Panagiotopoulos(1950-1998), Ottawa Congress Centre, Ottawa, Canada 27-30 June 1998","year":2000,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Mechanics and Biomechanics Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Engineering; Political science; Operations research; History; Computer science","score_opus":0.0056870188216094,"score_gpt":0.19615024786634408,"score_spread":0.19046322904473467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W636455306","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008041482,0.21229304,0.07346678,0.010992278,0.17418994,0.0002898243,0.00204825,0.002116661,0.5165618],"genre_scores_gemma":[0.0120166335,0.038199775,0.0076992493,0.0003481785,0.0076766377,0.000054743137,0.0011396938,0.00037312997,0.932492],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960095,0.00003521628,0.000017365852,0.000063957974,0.00022273128,0.00005981248],"domain_scores_gemma":[0.99928075,0.000095641444,0.00002080463,0.000066726985,0.00039726237,0.00013879169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071570394,0.0016133984,0.0015663272,0.001286415,0.0008593615,0.0021412575,0.0014705866,0.0009675459,0.11335094],"category_scores_gemma":[0.0009202685,0.00047951614,0.0009000595,0.0012065236,0.0007148866,0.0018638339,0.0012870664,0.0017497669,0.03947214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015081116,0.00009522667,0.00027897244,0.00032465637,0.000033217017,0.00012430885,0.00011227788,0.0009004736,0.0022442741,0.005779887,0.8197601,0.17019577],"study_design_scores_gemma":[0.000012178367,0.0000656078,0.00076708774,0.0001418432,0.00002891376,0.00025424888,0.00006407474,0.0009897634,0.0012064723,0.0031057163,0.9933503,0.000013802635],"about_ca_topic_score_codex":0.005936467,"about_ca_topic_score_gemma":0.014322012,"teacher_disagreement_score":0.99406356,"about_ca_system_score_codex":0.001205681,"about_ca_system_score_gemma":0.0013373016,"threshold_uncertainty_score":0.3791967},"labels":[],"label_agreement":null},{"id":"W642988309","doi":"10.1142/8836","title":"Jim Totten's Problems of the Week","year":2013,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Mathematics and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Ottawa; University of New Brunswick","funders":"","keywords":"Mathematics; History","score_opus":0.06973997973095737,"score_gpt":0.2712526837664376,"score_spread":0.20151270403548022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W642988309","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018884343,0.013175221,0.004655716,0.05684978,0.018894758,0.000033828313,0.00024863696,0.00013251306,0.9041211],"genre_scores_gemma":[0.023407185,0.007272278,0.0021061364,0.0067803743,0.004603145,0.00006324788,0.00020884513,0.00017907939,0.9553799],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949217,0.00010383125,0.000018818337,0.00008446398,0.00017508939,0.00012554863],"domain_scores_gemma":[0.99929285,0.00023600631,0.000030600335,0.000093364346,0.00017498153,0.00017209776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008504992,0.00064797135,0.0005265526,0.0010896531,0.0057819677,0.005471503,0.0008690038,0.0021567557,0.047922485],"category_scores_gemma":[0.0033330147,0.00039338332,0.0008379331,0.0010734602,0.0031122912,0.00980589,0.0027855583,0.0049477345,0.010831013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014517503,0.000014283587,0.00005621826,0.00003293037,0.0000030217668,0.00004730767,0.00029448117,0.00009773244,0.000052747393,0.41480196,0.5679629,0.016621958],"study_design_scores_gemma":[0.0000028834547,0.0000040175537,0.0000893394,0.000059177484,0.0000014011953,0.000066402485,0.00018270954,0.00007329667,0.000059617676,0.11046294,0.88899344,0.0000047242247],"about_ca_topic_score_codex":0.0042015295,"about_ca_topic_score_gemma":0.009094254,"teacher_disagreement_score":0.047922485,"about_ca_system_score_codex":0.0033299394,"about_ca_system_score_gemma":0.0027432106,"threshold_uncertainty_score":0.1603167},"labels":[],"label_agreement":null},{"id":"W645572830","doi":"","title":"Developments in teracomputing : proceedings of the Ninth ECMWF Workshop on the Use of High Performance Computing in Meteorology : Reading, UK, November 13-17, 2000","year":2001,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Supercomputer; Fortran; Scalability; Computer science; Subroutine; Meteorology; Computational science; Parallel computing; Geography; Operating system","score_opus":0.042791992231315294,"score_gpt":0.21304962667239563,"score_spread":0.17025763444108033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W645572830","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008841488,0.3036637,0.26372096,0.06403334,0.07378756,0.0009067067,0.0122560635,0.017381104,0.25540906],"genre_scores_gemma":[0.02757089,0.24814692,0.1531028,0.006353897,0.02383275,0.0005947543,0.03499096,0.010355038,0.4950519],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971168,0.00046987954,0.00025824318,0.0004435902,0.0014058151,0.0003055606],"domain_scores_gemma":[0.9948608,0.0011640699,0.00014685848,0.0007005118,0.002149964,0.0009777984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006736399,0.0022185144,0.0018057765,0.0023426965,0.0010423637,0.0063831196,0.0020389336,0.0017910497,0.054447953],"category_scores_gemma":[0.0064556794,0.0013891568,0.0009791492,0.0052364985,0.0011681964,0.0064016036,0.0029033287,0.004132284,0.029730162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106023945,0.00005837991,0.00045938676,0.000300283,0.00001726647,0.00006267571,0.00013356275,0.0010243449,0.00097040343,0.008983431,0.7360943,0.25178996],"study_design_scores_gemma":[0.000027136413,0.00003489199,0.00070107647,0.00024046126,0.000013781474,0.00012158855,0.000070906084,0.002832728,0.0008278547,0.0051061967,0.99000156,0.000021838057],"about_ca_topic_score_codex":0.011278446,"about_ca_topic_score_gemma":0.016192932,"teacher_disagreement_score":0.054447953,"about_ca_system_score_codex":0.0015109429,"about_ca_system_score_gemma":0.0035504103,"threshold_uncertainty_score":0.18214655},"labels":[],"label_agreement":null},{"id":"W646199938","doi":"","title":"Neutrinos and implications for physics beyond the standard model : 11-13 October 2002, Stony Brook","year":2003,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"MINOS; Solar neutrino; Neutrino; Physics; Neutrino oscillation; Borexino; Particle physics; Solar neutrino problem; Neutrino detector; Nuclear physics","score_opus":0.03375020696761803,"score_gpt":0.29659348071315594,"score_spread":0.2628432737455379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W646199938","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031480794,0.18195559,0.0023961284,0.12887079,0.12255897,0.00020981983,0.0037422518,0.00049168273,0.55662674],"genre_scores_gemma":[0.015739199,0.052691236,0.0010821741,0.00663555,0.022186762,0.00016163044,0.0021730503,0.0003182888,0.89901215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994192,0.00008889763,0.00003578905,0.00014873472,0.00020538708,0.00010209314],"domain_scores_gemma":[0.99937433,0.0000692612,0.00002956162,0.00004634694,0.00022828196,0.00025228225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016911711,0.001768032,0.00081584125,0.0011907093,0.0046283733,0.00729727,0.0012326315,0.0035431818,0.112862654],"category_scores_gemma":[0.0016738336,0.00065144576,0.0008276007,0.0021440417,0.0010501522,0.0042902404,0.002845609,0.004974869,0.029394967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006283695,0.000048739243,0.00041312084,0.00011481616,0.0000066230486,0.00010159022,0.000119806,0.00015028974,0.00016609338,0.016167752,0.9599896,0.022658762],"study_design_scores_gemma":[0.000010675006,0.0000133542735,0.0013089598,0.000291106,0.0000042962033,0.000030513975,0.00012640853,0.00009049152,0.000066929795,0.0064055384,0.99164164,0.000010114828],"about_ca_topic_score_codex":0.014158875,"about_ca_topic_score_gemma":0.041955,"teacher_disagreement_score":0.112862654,"about_ca_system_score_codex":0.005663471,"about_ca_system_score_gemma":0.0037186546,"threshold_uncertainty_score":0.37756318},"labels":[],"label_agreement":null},{"id":"W7090315417","doi":"10.1142/9789819818525_0010","title":"Multimodal Information Fusion of Audio Emotion Recognition Based on Kernel Entropy Component Analysis","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pattern recognition (psychology); Component (thermodynamics); Information fusion; Entropy (arrow of time); Fusion; Emotion recognition; Kernel (algebra)","score_opus":0.027737396497844135,"score_gpt":0.2681927405303673,"score_spread":0.24045534403252317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7090315417","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025850372,0.0011049483,0.9687288,0.000120940014,0.0001590891,0.000041399362,0.00013683847,0.0008559683,0.003001694],"genre_scores_gemma":[0.49359438,0.0014339543,0.49169448,0.0001371723,0.00023260785,0.00015791145,0.00082278106,0.00026390323,0.011662827],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997116,0.000054795335,0.000016504622,0.00006963792,0.000117090516,0.000030427922],"domain_scores_gemma":[0.99974567,0.000083424704,0.000014869714,0.00002837879,0.00011639154,0.000011195192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048747106,0.0005540546,0.000621426,0.00070735713,0.00021164285,0.00064523064,0.00042283285,0.0003775364,0.0035854299],"category_scores_gemma":[0.00086914626,0.0001882896,0.0007369691,0.00080008095,0.00023140029,0.0011264472,0.0007160089,0.0005697148,0.0012528832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038393764,0.00010859512,0.0005747028,0.00013120602,0.00010016357,0.00006667403,0.00009708186,0.020516923,0.10283618,0.004674999,0.0039700633,0.8665395],"study_design_scores_gemma":[0.00001090191,0.00014430191,0.0041514426,0.000025749128,0.000119128636,0.00013276523,0.00006344227,0.92728317,0.05782446,0.0052172956,0.0049759476,0.000051460625],"about_ca_topic_score_codex":0.0007494171,"about_ca_topic_score_gemma":0.0011702692,"teacher_disagreement_score":0.0035854299,"about_ca_system_score_codex":0.00022054222,"about_ca_system_score_gemma":0.0002142382,"threshold_uncertainty_score":0.011994481},"labels":[],"label_agreement":null},{"id":"W7117467438","doi":"10.1142/9789819821822_0007","title":"Green Bonds and Cryptocurrency: The Investors’ Advantage","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Bond; Work (physics); Yield (engineering); Feature (linguistics)","score_opus":0.028324487886661417,"score_gpt":0.21778989213220792,"score_spread":0.1894654042455465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117467438","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027214555,0.07507245,0.011255126,0.05704675,0.0020274303,0.000018819906,0.00014778078,0.00010634713,0.82711077],"genre_scores_gemma":[0.71148974,0.040905453,0.0036859396,0.0059763,0.0044253147,0.000024179504,0.00008904764,0.0001323972,0.23327161],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996587,0.000108556196,0.0000094941515,0.000043615823,0.00013170864,0.00004785576],"domain_scores_gemma":[0.99879956,0.00069556246,0.00013354162,0.00011917479,0.00014477747,0.00010728089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092652073,0.00032760616,0.00028892414,0.0005691506,0.0005646333,0.004048641,0.0003075046,0.0026197124,0.012914308],"category_scores_gemma":[0.0041295337,0.0001458399,0.0001614103,0.0011161981,0.0021500527,0.005978584,0.00088397274,0.0028447409,0.0011713705],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030187015,0.000009894605,0.00013920355,0.000023223236,0.0000039574134,0.000030875013,0.00007350301,0.000271728,0.00010152871,0.9549592,0.015584947,0.028771812],"study_design_scores_gemma":[0.000017159397,0.000018521414,0.00042512626,0.00009001244,0.0000062375107,0.00009756819,0.000095637355,0.0012079414,0.00030103175,0.8119348,0.18579735,0.000008578843],"about_ca_topic_score_codex":0.0014683254,"about_ca_topic_score_gemma":0.0017148603,"teacher_disagreement_score":0.012914308,"about_ca_system_score_codex":0.0015060719,"about_ca_system_score_gemma":0.0008052361,"threshold_uncertainty_score":0.04320264},"labels":[],"label_agreement":null},{"id":"W7117474423","doi":"10.1142/9789819821822_0001","title":"Economic Consequences of Carbon Disclosure: A Review of the Literature","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Carbon fibers; Production (economics); Climate change; Government (linguistics); Carbon tax","score_opus":0.05234610142237185,"score_gpt":0.24435598088954139,"score_spread":0.19200987946716952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117474423","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058372365,0.98903406,0.00021317259,0.0047666864,0.0004786536,0.0000034818206,0.000045431538,0.0000024715107,0.0048722615],"genre_scores_gemma":[0.0055576772,0.9912225,0.00014119489,0.0009435476,0.001296211,0.0000048604597,0.000029005494,0.0000032259165,0.00080179016],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898785,0.00027516278,0.00008059684,0.00013333783,0.0004318457,0.000091181195],"domain_scores_gemma":[0.99195695,0.0059972852,0.001008005,0.00011889333,0.00080455234,0.00011427221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022555238,0.00059435837,0.00082167983,0.0034536547,0.0005445726,0.004214301,0.0008539285,0.002960338,0.0051971874],"category_scores_gemma":[0.009183422,0.00036575893,0.00056167546,0.0087962,0.0023738751,0.0035711755,0.0009545475,0.002106089,0.00091878034],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017354396,0.00020372697,0.0033191037,0.012325107,0.00024163869,0.00057358324,0.00024291815,0.0046242606,0.00034912443,0.1456346,0.12350917,0.70880324],"study_design_scores_gemma":[0.000032047286,0.00009755215,0.015327397,0.023443542,0.00029150923,0.0013554195,0.00079709204,0.0016945573,0.00044748982,0.12764764,0.8287755,0.00009031344],"about_ca_topic_score_codex":0.00525952,"about_ca_topic_score_gemma":0.009411887,"teacher_disagreement_score":0.00525952,"about_ca_system_score_codex":0.0028037305,"about_ca_system_score_gemma":0.0033625162,"threshold_uncertainty_score":0.020342588},"labels":[],"label_agreement":null},{"id":"W7118165751","doi":"10.1142/9789819816347_0005","title":"The AI Revolution in New Product Development","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Artificial Intelligence Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"","score_opus":0.036141457765215323,"score_gpt":0.2753598969647191,"score_spread":0.23921843919950375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118165751","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074802584,0.05070733,0.005723115,0.0050757932,0.0014745363,0.000020131583,0.00003771945,0.000098292054,0.9361152],"genre_scores_gemma":[0.02329755,0.050724633,0.00888895,0.0032554402,0.0012582935,0.00006417434,0.00010421432,0.00018443182,0.9122224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995022,0.0001199979,0.000013184012,0.000051464183,0.00027866973,0.00003437076],"domain_scores_gemma":[0.9993332,0.00043791332,0.000024492183,0.000061932464,0.00008861929,0.000053720745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007178854,0.0005955838,0.0003194228,0.0010101425,0.0010365038,0.0057635987,0.00095746404,0.0017732084,0.03707494],"category_scores_gemma":[0.0014987056,0.0002946811,0.0003095442,0.0015395075,0.0026032904,0.006679313,0.001427016,0.0030356897,0.010333599],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016871563,0.000029423267,0.000047945596,0.00026082952,0.0000057289176,0.00006455386,0.0004507564,0.00032735715,0.00041854306,0.69110847,0.16089295,0.1463766],"study_design_scores_gemma":[0.0000029872715,0.0000076063484,0.000075790245,0.00018004948,0.000002089222,0.00007041311,0.0001283515,0.00028886503,0.00015463217,0.08436617,0.9147188,0.0000041917724],"about_ca_topic_score_codex":0.0018525673,"about_ca_topic_score_gemma":0.0033324251,"teacher_disagreement_score":0.03707494,"about_ca_system_score_codex":0.0020371964,"about_ca_system_score_gemma":0.0014588346,"threshold_uncertainty_score":0.12402809},"labels":[],"label_agreement":null}]}