{"meta":{"query_hash":"fac88a7c930e","filters":{"venue":"Open Book Publishers"},"cohort_total":337,"direct_labels_cover":0,"predictions_cover":337,"exported":337,"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/fac88a7c930e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Open+Book+Publishers"},"results":[{"id":"W1532077989","doi":"10.11647/obp.0008.07","title":"How Literary Works Exist: Implied, Represented, and Interpreted","year":2010,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Renaissance and Early Modern Studies","field":"Arts and Humanities","cited_by":8,"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 Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Literature; Linguistics; Philosophy; History; Art","score_opus":0.04404277660324782,"score_gpt":0.23665618362540752,"score_spread":0.1926134070221597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532077989","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":[0.05482865,0.01314655,0.011577867,0.0167205,0.001545337,0.000047813428,0.00012211358,0.00012639714,0.9018848],"genre_scores_gemma":[0.9211938,0.006821259,0.004773423,0.0011381429,0.00071458466,0.00010023981,0.00017738953,0.00040042767,0.064680874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.993138,0.0044473326,0.00025037563,0.00046659878,0.0013555574,0.0003420692],"domain_scores_gemma":[0.99203813,0.0053239055,0.0005479633,0.0010304698,0.00068988174,0.00036955334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047292802,0.0005777356,0.0005452943,0.0032939718,0.006606647,0.035743527,0.0018855857,0.0026033202,0.005162779],"category_scores_gemma":[0.014544065,0.0004301216,0.00030297224,0.005321614,0.041192062,0.020707717,0.0065235714,0.0049036182,0.0011637061],"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":[0.00001447223,0.000012244867,0.00042124826,0.00013367002,0.0000069615685,0.00018110649,0.23375906,0.000052765943,0.00022944364,0.74529326,0.0053287023,0.014567034],"study_design_scores_gemma":[0.000012361796,0.000019319486,0.0017093885,0.0013238791,0.000021272159,0.0007163088,0.27959436,0.0005153276,0.0004943858,0.3016007,0.4139663,0.000026446429],"about_ca_topic_score_codex":0.0015006777,"about_ca_topic_score_gemma":0.0034853201,"teacher_disagreement_score":0.035743527,"about_ca_system_score_codex":0.00431743,"about_ca_system_score_gemma":0.0030566163,"threshold_uncertainty_score":0.03132534},"labels":[],"label_agreement":null},{"id":"W1542485741","doi":"10.11647/obp.0008.01","title":"Never Say Always Again: Reflections on the Numbers Game","year":2010,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":6,"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 Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mathematical economics; Sociology; History; Economics","score_opus":0.06231292320551908,"score_gpt":0.2916600403319586,"score_spread":0.22934711712643951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542485741","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":[0.007965104,0.0033138958,0.006011518,0.06192783,0.0017294047,0.00002299492,0.000032245196,0.000048714384,0.91894835],"genre_scores_gemma":[0.49911514,0.0036786909,0.0045880806,0.02273757,0.0018079069,0.00017095433,0.000057035093,0.0004662473,0.46737847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99560684,0.0028958283,0.000062267,0.00041247823,0.00065587927,0.0003666363],"domain_scores_gemma":[0.99369603,0.0054420866,0.00013022259,0.00019070618,0.00023339465,0.00030759972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004882984,0.000682879,0.0005279716,0.0007529746,0.0091266725,0.015208975,0.0021278325,0.005774314,0.017865757],"category_scores_gemma":[0.013448953,0.00047131025,0.00038074143,0.00102481,0.025680467,0.023298314,0.00572762,0.011633125,0.003335707],"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":[0.000009931823,0.0000070970873,0.000023508792,0.000012226119,8.8687585e-7,0.0000783619,0.011166741,0.00010371399,0.000026871681,0.9694287,0.016738135,0.0024038134],"study_design_scores_gemma":[0.00001345624,0.0000075646976,0.00005955562,0.00012593612,0.0000019813817,0.000116368064,0.016068622,0.0007619267,0.00011673977,0.53975016,0.4429616,0.000016085025],"about_ca_topic_score_codex":0.007363894,"about_ca_topic_score_gemma":0.012389793,"teacher_disagreement_score":0.017865757,"about_ca_system_score_codex":0.0071243765,"about_ca_system_score_gemma":0.0027090285,"threshold_uncertainty_score":0.05976689},"labels":[],"label_agreement":null},{"id":"W1891628650","doi":"10.11647/obp.0024","title":"Digital Humanities Pedagogy: Practices, Principles and Politics","year":2012,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":104,"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":"York University; Alfred P. Sloan Foundation; National Science Foundation; Digital Research Infrastructure for the Arts and Humanities; National Endowment for the Humanities; Ford Foundation","keywords":"Digital humanities; Politics; Humanities; Sociology; Pedagogy; Political science; Art","score_opus":0.14991846585808202,"score_gpt":0.3017442511037413,"score_spread":0.1518257852456593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1891628650","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":[0.0034809308,0.034625456,0.007991193,0.03288917,0.0018433986,0.00006469932,0.000036840203,0.00011126922,0.9189571],"genre_scores_gemma":[0.22032183,0.06545535,0.010694882,0.011676226,0.0025972556,0.00048767397,0.00010067974,0.00034658785,0.68831956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976266,0.0012205322,0.000066779176,0.00019663744,0.00073831825,0.00015108036],"domain_scores_gemma":[0.9980773,0.0012409998,0.00010572684,0.00017661392,0.00016241694,0.00023690757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002518726,0.00039318873,0.00041719546,0.0015695363,0.0051545836,0.019529862,0.00093161734,0.0026270084,0.009278619],"category_scores_gemma":[0.00470686,0.00029005768,0.00020589429,0.0030299213,0.019752236,0.009785835,0.0050535137,0.0051272227,0.0024047843],"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":[0.0000025375466,0.000015110859,0.0000948675,0.00008830235,0.0000011214362,0.000044160966,0.007772494,0.00007113227,0.00004713242,0.93836975,0.028134938,0.025358396],"study_design_scores_gemma":[0.0000029988953,0.000005446526,0.0001895851,0.00059514254,0.0000014146701,0.00010314761,0.00803444,0.0001304617,0.00009059175,0.13575895,0.85508317,0.0000045830984],"about_ca_topic_score_codex":0.0033343658,"about_ca_topic_score_gemma":0.006234304,"teacher_disagreement_score":0.019529862,"about_ca_system_score_codex":0.0057090763,"about_ca_system_score_gemma":0.0064877532,"threshold_uncertainty_score":0.041422486},"labels":[],"label_agreement":null},{"id":"W2338542433","doi":"10.11647/obp.0061.02","title":"2. Against the Right to Die","year":2007,"lang":"en","type":"article","venue":"Open Book Publishers","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"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":"University of North Carolina at Chapel Hill; University of Melbourne; Monash University; University of Oxford; Dartmouth College; York University; Wake Forest University; Georgetown University; Amherst College; Australian National University; Andrew W. Mellon Foundation; City University of New York","keywords":"Right to die; Permission; Autonomy; Psychology; Law; Medicine; Political science","score_opus":0.08865179064521479,"score_gpt":0.485695664827031,"score_spread":0.39704387418181625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338542433","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":[0.002934301,0.0070665083,0.001767801,0.49502718,0.011386045,0.00004813724,0.00014060191,0.00004448894,0.48158494],"genre_scores_gemma":[0.08544387,0.0034713694,0.0015380592,0.7237634,0.008632821,0.00032647076,0.00012264588,0.000095651434,0.17660575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.993487,0.00206545,0.00032330834,0.0008906642,0.0020510855,0.0011823572],"domain_scores_gemma":[0.9962347,0.0019398815,0.00029455757,0.00028391503,0.00092404755,0.00032286372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058640293,0.00058476836,0.0005290169,0.00056775165,0.0060955305,0.0056081186,0.0016311504,0.022076955,0.0067113955],"category_scores_gemma":[0.014260736,0.00031871584,0.00084232807,0.00028825804,0.01303669,0.0050086253,0.0049924664,0.016996324,0.003350013],"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":[0.00002041673,0.0000124889975,0.00021960837,0.000055177083,0.000006136894,0.000111318535,0.0025655727,0.00004615268,0.00013019446,0.83899856,0.1510445,0.0067899213],"study_design_scores_gemma":[0.000023750235,0.000020415375,0.0005419739,0.00036571416,0.000011610275,0.00019949081,0.0015597072,0.000056179906,0.00026315893,0.13980079,0.8571342,0.000022876175],"about_ca_topic_score_codex":0.009851847,"about_ca_topic_score_gemma":0.015070511,"teacher_disagreement_score":0.022076955,"about_ca_system_score_codex":0.001738861,"about_ca_system_score_gemma":0.0056645204,"threshold_uncertainty_score":0.031012297},"labels":[],"label_agreement":null},{"id":"W2477656499","doi":"10.11647/obp.0083.03","title":"3. Objections and Replies","year":2016,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":0,"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":"Social Sciences and Humanities Research Council of Canada; Ontario Ministry of Economic Development and Innovation; Ministero dello Sviluppo Economico; National Endowment for the Humanities","keywords":"Philosophy; Epistemology","score_opus":0.0784390136909983,"score_gpt":0.2653694012196088,"score_spread":0.18693038752861046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477656499","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":[0.0016601852,0.006082544,0.0018048935,0.8200261,0.061451305,0.000045618337,0.00023035733,0.00024407903,0.10845484],"genre_scores_gemma":[0.046882335,0.005191912,0.0027671296,0.7261516,0.047388587,0.0003291591,0.0002858423,0.00061253697,0.17039087],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9874099,0.0038526836,0.00085883297,0.0017309916,0.0049553486,0.0011923477],"domain_scores_gemma":[0.97597355,0.012970549,0.0008638609,0.0020017547,0.0073396773,0.00085061317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015026904,0.0011275418,0.0009972901,0.001979062,0.0063912394,0.011739704,0.004634744,0.019031113,0.028582534],"category_scores_gemma":[0.07092629,0.00052490045,0.0020164195,0.0023129717,0.0095250085,0.011698103,0.005836706,0.024122484,0.01498406],"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":[0.000047755027,0.00003489397,0.00032974966,0.00016762223,0.000017217813,0.00023746357,0.0041994615,0.00011477805,0.00018153623,0.27952406,0.7013533,0.013792149],"study_design_scores_gemma":[0.0000070414426,0.000009521495,0.00021963354,0.00030263074,0.000013608326,0.00023405682,0.0033262153,0.00017601057,0.00020861026,0.049103804,0.946369,0.000029876726],"about_ca_topic_score_codex":0.0050549717,"about_ca_topic_score_gemma":0.0032537375,"teacher_disagreement_score":0.028582534,"about_ca_system_score_codex":0.0071833404,"about_ca_system_score_gemma":0.0037950773,"threshold_uncertainty_score":0.09561813},"labels":[],"label_agreement":null},{"id":"W2484505220","doi":"10.11647/obp.0096.05","title":"5. The Culture of Nature: The Environmental Communication of Gardening Bloggers","year":2016,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Media Studies and Communication","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":"York University","funders":"","keywords":"Sociology","score_opus":0.016977550794584243,"score_gpt":0.27730696633785046,"score_spread":0.2603294155432662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484505220","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":[0.57455033,0.011369262,0.0016316411,0.0042509506,0.00034237604,0.0000226151,0.00014631997,0.000049287035,0.40763718],"genre_scores_gemma":[0.9744623,0.004746163,0.0005155406,0.00045276195,0.0000676924,0.000016935615,0.00007626017,0.00003088639,0.019631537],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994425,0.00024827378,0.000017734335,0.00005336798,0.00014206997,0.00009600339],"domain_scores_gemma":[0.9991898,0.0005773804,0.0000947752,0.000030951735,0.00005521755,0.000051826988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004990601,0.00026603186,0.0001761331,0.0015753972,0.0028956807,0.006670827,0.00029380558,0.0006895514,0.0045465473],"category_scores_gemma":[0.0011279774,0.00012295083,0.00018099479,0.0028596448,0.0036414047,0.0034808037,0.0014364375,0.0006634428,0.00047078155],"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":[0.00007295111,0.000101708574,0.03120034,0.0011389185,0.0000343485,0.0014128737,0.7023848,0.00033871023,0.0033912153,0.12310245,0.012806408,0.12401525],"study_design_scores_gemma":[0.000006131305,0.000042581778,0.05674446,0.0010593743,0.000029680332,0.0009039201,0.56217825,0.00020037098,0.0011357757,0.009345368,0.36832306,0.000031040003],"about_ca_topic_score_codex":0.0047648866,"about_ca_topic_score_gemma":0.011432704,"teacher_disagreement_score":0.006670827,"about_ca_system_score_codex":0.001879173,"about_ca_system_score_gemma":0.0011317024,"threshold_uncertainty_score":0.015209734},"labels":[],"label_agreement":null},{"id":"W2494593442","doi":"10.11647/obp.0096","title":"The Environment in the Age of the Internet","year":2016,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Social Media and Politics","field":"Social 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":"York University","funders":"Östersjöstiftelsen","keywords":"The Internet; Geography; Internet privacy; Sociology; Computer science; World Wide Web","score_opus":0.030233472362884217,"score_gpt":0.2861451347461358,"score_spread":0.2559116623832516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494593442","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":[0.010565329,0.08203806,0.0019463236,0.035064436,0.002591706,0.000015169066,0.000058274487,0.00008294301,0.8676378],"genre_scores_gemma":[0.36112872,0.15871528,0.002999384,0.02383325,0.0044464716,0.00011550803,0.0001419316,0.00025525343,0.4483642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994055,0.0002804832,0.000013175849,0.000047830592,0.00017949606,0.00007344134],"domain_scores_gemma":[0.9996202,0.0002328801,0.000028847071,0.000025868336,0.000039486353,0.000052712756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004355664,0.00042892256,0.00027054752,0.0006565114,0.0038999913,0.00864372,0.00044565366,0.0016958468,0.005068511],"category_scores_gemma":[0.0010492606,0.00019022642,0.00020498852,0.0014199723,0.008479224,0.011264475,0.002775791,0.003170075,0.0018174086],"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":[0.000025469835,0.000048709087,0.0007620611,0.0002742936,0.000013758737,0.0005355198,0.099603444,0.00017030968,0.00059469487,0.6360235,0.17844631,0.08350198],"study_design_scores_gemma":[0.0000018288001,0.00000832482,0.000589182,0.0003351864,0.0000048728166,0.00023408767,0.021142313,0.000036775935,0.00007452779,0.05184949,0.9257161,0.0000073502006],"about_ca_topic_score_codex":0.002526709,"about_ca_topic_score_gemma":0.004465392,"teacher_disagreement_score":0.00864372,"about_ca_system_score_codex":0.0013388991,"about_ca_system_score_gemma":0.001817125,"threshold_uncertainty_score":0.016955853},"labels":[],"label_agreement":null},{"id":"W2498083174","doi":"10.11647/obp.0131.02","title":"2. BAT CONSERVATION","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":4,"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":"Geography","score_opus":0.04547040403391791,"score_gpt":0.22999857685942574,"score_spread":0.18452817282550782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498083174","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":[0.00048946234,0.037359387,0.0024554706,0.01523877,0.009487729,0.00010208059,0.00041321275,0.0004785126,0.93397546],"genre_scores_gemma":[0.0023434095,0.010128444,0.0017213345,0.004334142,0.0018005624,0.000050659604,0.00028094734,0.00015873647,0.9791819],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999315,0.00007779666,0.000028556811,0.00013536158,0.00036897315,0.00007432795],"domain_scores_gemma":[0.999419,0.00008516275,0.000039743292,0.000052357133,0.00031077323,0.00009298618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077335286,0.0007264934,0.00031258454,0.0012371812,0.0013205009,0.0036413737,0.0009189865,0.002296112,0.15603149],"category_scores_gemma":[0.0012151732,0.00034333486,0.00045091525,0.00075948564,0.000972795,0.0026685935,0.0015761715,0.0022992524,0.113511845],"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":[0.000011759557,0.000014954571,0.00016234313,0.00020761802,0.0000022162053,0.00005651682,0.00042999297,0.00010337951,0.00035682737,0.02267015,0.7562838,0.21970044],"study_design_scores_gemma":[6.3682995e-7,0.0000027083076,0.00013046966,0.00009702212,5.80378e-7,0.000059696238,0.00004022616,0.000012506187,0.000021570664,0.0009190958,0.99871397,0.0000015924219],"about_ca_topic_score_codex":0.0052800914,"about_ca_topic_score_gemma":0.014567778,"teacher_disagreement_score":0.15603149,"about_ca_system_score_codex":0.0014762826,"about_ca_system_score_gemma":0.0016784455,"threshold_uncertainty_score":0.5219773},"labels":[],"label_agreement":null},{"id":"W2506174737","doi":"10.11647/obp.0083","title":"Knowledge and the Norm of Assertion","year":2016,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":170,"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 Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Ontario Ministry of Economic Development and Innovation; Ministero dello Sviluppo Economico; National Endowment for the Humanities","keywords":"Assertion; Norm (philosophy); Epistemology; Psychology; Philosophy; Computer science","score_opus":0.05981341063276695,"score_gpt":0.27961574667822997,"score_spread":0.219802336045463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2506174737","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":[0.006209216,0.0078692455,0.013912978,0.017093781,0.0013326355,0.000027100494,0.000052212014,0.00008090859,0.9534219],"genre_scores_gemma":[0.7272843,0.010632958,0.011069414,0.008101215,0.0032055194,0.00025435846,0.00020410499,0.00025270364,0.23899546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9950244,0.002314145,0.00022015783,0.00056417024,0.0016236572,0.0002535524],"domain_scores_gemma":[0.9941711,0.0035594702,0.00035666264,0.0006556443,0.0010643953,0.00019274435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004122725,0.0002880248,0.00039245703,0.0009477973,0.0030693058,0.008936291,0.00076525327,0.0017515412,0.0033815617],"category_scores_gemma":[0.011131478,0.00025954994,0.000278704,0.0008906085,0.022116559,0.00958649,0.0027830747,0.0037755428,0.001369947],"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":[0.000004445907,0.000002405697,0.000037207734,0.000013596901,0.0000010051838,0.000011822378,0.0015082319,0.00005979323,0.000035827743,0.98785293,0.0042416756,0.0062312335],"study_design_scores_gemma":[0.0000045285683,0.000009117772,0.00015288519,0.00009914918,0.000003242505,0.000039092854,0.00069946464,0.0003074271,0.000120437086,0.8538756,0.14468119,0.000007791231],"about_ca_topic_score_codex":0.0023922327,"about_ca_topic_score_gemma":0.0016874317,"teacher_disagreement_score":0.008936291,"about_ca_system_score_codex":0.0038560778,"about_ca_system_score_gemma":0.0038598182,"threshold_uncertainty_score":0.027977943},"labels":[],"label_agreement":null},{"id":"W2560530214","doi":"10.11647/obp.0100","title":"Vertical Readings in Dante's Comedy","year":2016,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":14,"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":"Trinity College, University of Cambridge; University of Bristol; McGill University","keywords":"Comedy; Volume (thermodynamics); Art; Literature; Physics","score_opus":0.028540962194935217,"score_gpt":0.23283079807717058,"score_spread":0.20428983588223537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560530214","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":[0.029032607,0.0058813444,0.0015491821,0.005702635,0.0012642271,0.000016693877,0.00005745599,0.000049067392,0.9564468],"genre_scores_gemma":[0.65162957,0.0035819209,0.0011952022,0.0025512725,0.0007021469,0.00005734224,0.00013913059,0.00011093854,0.3400325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961483,0.00015739063,0.00000885327,0.000048716673,0.00009693163,0.000073295356],"domain_scores_gemma":[0.9998084,0.00008440485,0.000013146311,0.000019290184,0.000036555928,0.00003828943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035133376,0.00040998936,0.00022044299,0.0009152039,0.0050281417,0.0052733165,0.00034692054,0.00095874205,0.009329433],"category_scores_gemma":[0.001168881,0.00012451093,0.000187271,0.000888242,0.0062482427,0.002033425,0.0029752434,0.0017941925,0.001072621],"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":[0.000046138888,0.000015274583,0.0005991361,0.00009618527,0.0000047799313,0.00048539427,0.04454224,0.000082418,0.00051123596,0.8612592,0.063485466,0.028872365],"study_design_scores_gemma":[0.0000066678663,0.000027960705,0.0011282688,0.00026359665,0.0000038185894,0.00058951334,0.01998744,0.00009812179,0.00030654072,0.035106935,0.9424716,0.0000095440655],"about_ca_topic_score_codex":0.0047751158,"about_ca_topic_score_gemma":0.014945338,"teacher_disagreement_score":0.009329433,"about_ca_system_score_codex":0.002366948,"about_ca_system_score_gemma":0.0009658442,"threshold_uncertainty_score":0.031210065},"labels":[],"label_agreement":null},{"id":"W2561398806","doi":"10.11647/obp.0103","title":"Open Education","year":2016,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":67,"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":"Defense Language Institute Foreign Language Center; School of Liberal Arts; University of British Columbia; University of Southern Queensland; University of Tasmania; Joint Information Systems Committee; Higher Education Academy; University of Edinburgh; University of Pittsburgh; William and Flora Hewlett Foundation","keywords":"Open education; Political science; Pedagogy; Mathematics education; Sociology; Psychology","score_opus":0.024245741381693327,"score_gpt":0.29896655175902315,"score_spread":0.2747208103773298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561398806","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":[0.0004494939,0.010411772,0.0019195834,0.009022125,0.0038888121,0.000022417455,0.00007893466,0.00013032953,0.97407657],"genre_scores_gemma":[0.0099680405,0.0075159026,0.0009652851,0.003860308,0.0013021597,0.00004320115,0.00012216296,0.00012159329,0.97610134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919695,0.00016382191,0.000034050856,0.00010325343,0.00041787856,0.000084014835],"domain_scores_gemma":[0.99928766,0.0002908632,0.00003546153,0.00011083913,0.00014588493,0.0001291865],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0007201013,0.0004820371,0.00028438668,0.0010104819,0.0027650702,0.0062807975,0.0005297639,0.0022138287,0.06468144],"category_scores_gemma":[0.0029530146,0.00018603321,0.00027371463,0.0011845236,0.0025556255,0.00581764,0.0033594684,0.0031592262,0.022659235],"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":[0.000006762162,0.000026891701,0.00008578763,0.00013439966,0.0000016795391,0.00006506696,0.0010718515,0.00009507296,0.000094116804,0.45312357,0.43684608,0.10844877],"study_design_scores_gemma":[6.2568967e-7,0.0000021292092,0.00004521483,0.00010798358,3.7387088e-7,0.000042274514,0.00015842177,0.00002199291,0.000032022603,0.016948845,0.9826385,0.0000016340975],"about_ca_topic_score_codex":0.0015172897,"about_ca_topic_score_gemma":0.0041214037,"teacher_disagreement_score":0.99947023,"about_ca_system_score_codex":0.002316869,"about_ca_system_score_gemma":0.0023662725,"threshold_uncertainty_score":0.21638095},"labels":[],"label_agreement":null},{"id":"W2625783444","doi":"10.11647/obp.0113.03","title":"3. The Four Symbols of the Zombie Metaphor","year":2017,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":0,"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":"University of Toronto","keywords":"Zombie; Metaphor; Art; Computer science; Philosophy; Linguistics; World Wide Web","score_opus":0.04127534925669716,"score_gpt":0.30107934407596926,"score_spread":0.2598039948192721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625783444","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":[0.04870477,0.03122645,0.0057725417,0.032535747,0.0005953885,0.00004619401,0.0001787568,0.00008128087,0.8808589],"genre_scores_gemma":[0.88810885,0.006990961,0.0027398674,0.003367534,0.00018631585,0.00009617197,0.0000733215,0.000084797764,0.09835218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994017,0.0002594637,0.000012047468,0.000054498538,0.00008807264,0.00018426897],"domain_scores_gemma":[0.9997743,0.00009156174,0.000031189622,0.000038206414,0.00004027075,0.000024442335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005196428,0.00046897694,0.00030308665,0.00154329,0.0053571463,0.005898152,0.0006097645,0.0021956102,0.008052894],"category_scores_gemma":[0.0015540584,0.00020707911,0.00018575173,0.0025319143,0.018705502,0.004692371,0.003037805,0.0024822766,0.0009868536],"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":[0.000017738981,0.0000028718407,0.00021457116,0.000083327905,0.0000020615535,0.00008594982,0.025731985,0.000036748832,0.00019752637,0.9637783,0.0049768044,0.004872085],"study_design_scores_gemma":[0.00001801792,0.000015577752,0.0021760205,0.00063404423,0.000014391879,0.00034140018,0.040093455,0.00022977164,0.00040223857,0.13736294,0.81868887,0.000023271336],"about_ca_topic_score_codex":0.045726802,"about_ca_topic_score_gemma":0.06516572,"teacher_disagreement_score":0.045726802,"about_ca_system_score_codex":0.0042003784,"about_ca_system_score_gemma":0.002055886,"threshold_uncertainty_score":0.09092128},"labels":[],"label_agreement":null},{"id":"W2626284795","doi":"10.11647/obp.0113.04","title":"4. A Worldview in Crisis: The Domicide of Apocalypse","year":2017,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":0,"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":"University of Toronto","keywords":"Cognitive neuroscience; Psychology; Cognitive science; Cognition; Psychoanalysis; Sociology; Neuroscience","score_opus":0.05527666871523013,"score_gpt":0.35549992764813426,"score_spread":0.30022325893290414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626284795","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":[0.036001075,0.024941945,0.0024649324,0.13859281,0.00254968,0.000055796365,0.00007154591,0.00006676378,0.79525536],"genre_scores_gemma":[0.7635419,0.007995865,0.0009984113,0.015924405,0.0006313046,0.00006711374,0.000043990254,0.0001366949,0.21066032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936193,0.00027713942,0.000011980697,0.000060472663,0.00011396385,0.00017438922],"domain_scores_gemma":[0.99959964,0.00013620492,0.000049977374,0.00004779802,0.00009876146,0.00006766002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080013386,0.00043750682,0.0002504488,0.00086649024,0.0084124645,0.005461268,0.00062848715,0.0028805523,0.007100939],"category_scores_gemma":[0.0022712185,0.00016384061,0.00017126638,0.0008929788,0.024853975,0.0057526324,0.0036683066,0.0049566375,0.0010245509],"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":[0.000015855681,0.0000074011023,0.00028236536,0.00006410238,0.0000027115732,0.0001929112,0.05915303,0.00003914137,0.00018563982,0.8980793,0.031680748,0.010296842],"study_design_scores_gemma":[0.00001696077,0.000015023916,0.0010482179,0.00043197407,0.0000064674327,0.0003890131,0.047707405,0.00014796107,0.00031186067,0.12578104,0.8241301,0.000013897886],"about_ca_topic_score_codex":0.032583747,"about_ca_topic_score_gemma":0.04965006,"teacher_disagreement_score":0.032583747,"about_ca_system_score_codex":0.0053383494,"about_ca_system_score_gemma":0.0037551299,"threshold_uncertainty_score":0.06478816},"labels":[],"label_agreement":null},{"id":"W2758075308","doi":"10.11647/obp.0122","title":"Information and Empire","year":2017,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":48,"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":"University of British Columbia; University of Cambridge; Leverhulme Trust","keywords":"Empire; History; Political science; Ancient history","score_opus":0.05037835403887981,"score_gpt":0.3517090126855592,"score_spread":0.3013306586466794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758075308","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":[0.0029483659,0.053927466,0.0017651217,0.010256634,0.0009443328,0.00002105207,0.00011246401,0.00005379568,0.9299708],"genre_scores_gemma":[0.3903162,0.083316945,0.002321718,0.0050131176,0.0018977078,0.00012380003,0.00029459049,0.00015896527,0.516557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988016,0.00048648665,0.00006206379,0.00019085188,0.00028737006,0.00017156277],"domain_scores_gemma":[0.99906474,0.00048048026,0.00006541261,0.00017713867,0.00013552683,0.00007675545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010342589,0.0005500973,0.00061436684,0.0019223621,0.004331062,0.013459389,0.00055281445,0.001669022,0.012098151],"category_scores_gemma":[0.0028653638,0.00028389663,0.00026343114,0.0028991355,0.013907446,0.0095019275,0.003747412,0.002859249,0.003726797],"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":[0.0000070352703,0.000004885185,0.00009927847,0.00007766223,0.0000040145173,0.00006348109,0.003460181,0.00012566766,0.000045020253,0.95896876,0.020560877,0.016583165],"study_design_scores_gemma":[0.0000037042992,0.000008573475,0.00030449036,0.0003313926,0.0000032597554,0.000098294295,0.0012517157,0.000097511875,0.000061368155,0.14234477,0.8554892,0.0000057062],"about_ca_topic_score_codex":0.0064888406,"about_ca_topic_score_gemma":0.005835821,"teacher_disagreement_score":0.013459389,"about_ca_system_score_codex":0.00710773,"about_ca_system_score_gemma":0.003743983,"threshold_uncertainty_score":0.051570475},"labels":[],"label_agreement":null},{"id":"W2768156662","doi":"10.11647/obp.0122.02","title":"2. New Technology and the Mapping of Empire: The Adoption of the Astrolabe","year":2017,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":12,"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":"University of British Columbia; University of Cambridge; Leverhulme Trust","keywords":"Astrolabe; Empire; Geography; Archaeology; Astronomy","score_opus":0.042272283561378854,"score_gpt":0.23224117755080279,"score_spread":0.18996889398942393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768156662","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":[0.014346098,0.030229636,0.0069258465,0.011299004,0.0011147159,0.000023647017,0.000054937882,0.000075382704,0.93593067],"genre_scores_gemma":[0.5313454,0.04606934,0.010700887,0.004013066,0.0013008021,0.00011443887,0.00013364582,0.00034110688,0.40598133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988469,0.00051681005,0.000032177413,0.00016325882,0.00035958222,0.00008124114],"domain_scores_gemma":[0.99940395,0.00035384696,0.00003560423,0.00009314543,0.00008429703,0.000029120249],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012306834,0.00036428883,0.000250979,0.0015011551,0.0026709198,0.00823174,0.0005350803,0.0015585093,0.0053568976],"category_scores_gemma":[0.0016959559,0.00019688143,0.00024255362,0.0018728435,0.013358812,0.007404121,0.0025469542,0.0027240354,0.0015289102],"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":[0.000011669066,0.000010252408,0.0003563623,0.00012261116,0.0000031596644,0.00018120806,0.025005396,0.00022870502,0.0002636753,0.9206566,0.010466037,0.042694334],"study_design_scores_gemma":[0.000002996802,0.000013814389,0.0005124967,0.00025558827,0.000002229002,0.00025482746,0.0046984605,0.00016185759,0.00026650555,0.04287647,0.9509467,0.000007984053],"about_ca_topic_score_codex":0.004633156,"about_ca_topic_score_gemma":0.0069467085,"teacher_disagreement_score":0.99732906,"about_ca_system_score_codex":0.0033495796,"about_ca_system_score_gemma":0.001865814,"threshold_uncertainty_score":0.02430296},"labels":[],"label_agreement":null},{"id":"W2769600961","doi":"10.11647/obp.0122.08","title":"8. Bureaucracy and Knowledge Creation: The Apothecary Chancery","year":2017,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"History of Computing Technologies","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":"University of British Columbia; University of Cambridge; Leverhulme Trust","keywords":"Apothecary; Bureaucracy; Gunpowder; Political science; Law; History; Classics; Archaeology","score_opus":0.04015246414193763,"score_gpt":0.28692557150022374,"score_spread":0.24677310735828611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769600961","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":[0.02968353,0.0075156842,0.006493322,0.037130933,0.0004210772,0.00003203009,0.000021218942,0.000040975272,0.91866136],"genre_scores_gemma":[0.78384835,0.0047496576,0.0023538712,0.0035579007,0.00055018463,0.000065993794,0.000025408732,0.00004760105,0.20480095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981115,0.0008536635,0.0000596464,0.00022818838,0.00039259062,0.00035444752],"domain_scores_gemma":[0.9982628,0.0010443059,0.00017563836,0.00021945668,0.00017121875,0.0001265994],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018311919,0.00024463414,0.00018442214,0.0011315817,0.005932326,0.0087560555,0.0005080536,0.0027534242,0.0050911712],"category_scores_gemma":[0.0020152952,0.00018946524,0.00029629195,0.0011049918,0.027228374,0.006723085,0.0029721048,0.0024153201,0.00095773366],"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":[0.0000039214005,0.000005589242,0.00014324523,0.000013909627,8.699306e-7,0.000096980606,0.009061035,0.00005798531,0.000044608587,0.9819448,0.0032560455,0.005370987],"study_design_scores_gemma":[0.000010168391,0.000027765755,0.001264534,0.00024739042,0.0000038355734,0.00029680156,0.007887958,0.00039360713,0.00036646065,0.30707848,0.6824064,0.000016612246],"about_ca_topic_score_codex":0.0086980285,"about_ca_topic_score_gemma":0.009253864,"teacher_disagreement_score":0.99406767,"about_ca_system_score_codex":0.0065846485,"about_ca_system_score_gemma":0.0050109923,"threshold_uncertainty_score":0.04777515},"labels":[],"label_agreement":null},{"id":"W2769674646","doi":"10.11647/obp.0122.09","title":"9. What Could the Empress Know About Her Money? Russian Poll Tax Revenues in the Eighteenth Century","year":2017,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","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":"University of British Columbia; University of Cambridge; Leverhulme Trust","keywords":"Revenue; Economics; Tax revenue; Monetary economics; Accounting; Public economics","score_opus":0.04117563260435494,"score_gpt":0.24706516726497307,"score_spread":0.20588953466061813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769674646","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":[0.07425814,0.027437573,0.0012178078,0.03500144,0.001186962,0.000017765859,0.0004450925,0.00003345878,0.8604018],"genre_scores_gemma":[0.6865801,0.019669529,0.0007472366,0.0025548947,0.0007383754,0.000027235668,0.00033749753,0.000037942664,0.2893072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980503,0.0000643779,0.000007850226,0.00003412341,0.00003860043,0.000050019546],"domain_scores_gemma":[0.99987006,0.000057088888,0.000018329096,0.00001070009,0.000030420879,0.000013438965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041856559,0.00019479699,0.00018970131,0.00045412325,0.0018785604,0.002818545,0.00023926744,0.0007469748,0.007935711],"category_scores_gemma":[0.0009306131,0.000109217835,0.00010499585,0.00050655095,0.0023960047,0.0028401238,0.00073829666,0.0013838836,0.0030705826],"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":[0.000044344455,0.00001874163,0.0016965354,0.000073563315,0.0000035752626,0.00018449829,0.013651657,0.00010197478,0.00013354086,0.9185802,0.030102683,0.035408735],"study_design_scores_gemma":[0.000005068836,0.000016875909,0.0042558024,0.00027813605,0.0000036059273,0.0001952532,0.005536795,0.000115195326,0.00027173164,0.056200664,0.9331117,0.000009253323],"about_ca_topic_score_codex":0.006749809,"about_ca_topic_score_gemma":0.0072222017,"teacher_disagreement_score":0.007935711,"about_ca_system_score_codex":0.0023460814,"about_ca_system_score_gemma":0.0008897031,"threshold_uncertainty_score":0.026547551},"labels":[],"label_agreement":null},{"id":"W2770644555","doi":"10.11647/obp.0122.07","title":"7. What Was News and How Was It Communicated in Pre-Modern Russia?","year":2017,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Media, Communication, and Education","field":"Social Sciences","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":"University of British Columbia; University of Cambridge; Leverhulme Trust","keywords":"History; Political science","score_opus":0.08852971857976057,"score_gpt":0.3562345345300414,"score_spread":0.26770481595028084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770644555","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":[0.07478496,0.031711746,0.0012872446,0.030350685,0.0021338433,0.000018872395,0.000173785,0.000043523673,0.8594954],"genre_scores_gemma":[0.705781,0.027307196,0.0006243707,0.004191373,0.0014623422,0.000029706704,0.00020727777,0.000079934194,0.2603167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9996619,0.0001543022,0.000013983374,0.000046417703,0.00005913109,0.000064258216],"domain_scores_gemma":[0.99973804,0.00015334233,0.000030184905,0.000013803416,0.000042471802,0.000022229991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000485662,0.0001887737,0.00014838643,0.00071411213,0.0029072617,0.0057429806,0.00023831711,0.0013190611,0.0055661625],"category_scores_gemma":[0.00096665294,0.00010101254,0.00012793168,0.0008934652,0.0043219193,0.0040251594,0.0010899564,0.0020110318,0.0020963277],"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":[0.00005132685,0.000024225052,0.0020479253,0.00030945288,0.0000096824315,0.0004937903,0.09295893,0.00012767746,0.00083897496,0.81135225,0.031969015,0.059816916],"study_design_scores_gemma":[0.0000035875512,0.000024811392,0.00621877,0.0006703643,0.000007279199,0.0005101441,0.039521728,0.000121437595,0.0008760162,0.033571273,0.91845924,0.000015381607],"about_ca_topic_score_codex":0.00523558,"about_ca_topic_score_gemma":0.0064135557,"teacher_disagreement_score":0.0057429806,"about_ca_system_score_codex":0.0028271165,"about_ca_system_score_gemma":0.001068296,"threshold_uncertainty_score":0.020512283},"labels":[],"label_agreement":null},{"id":"W2770939264","doi":"10.11647/obp.0122.12","title":"12. Experiencing Information: An Early Nineteenth-Century Stroll Along Nevskii Prospekt","year":2017,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":12,"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":"University of British Columbia; University of Cambridge; Leverhulme Trust","keywords":"History","score_opus":0.05296344410074875,"score_gpt":0.327680082332817,"score_spread":0.2747166382320682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770939264","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":[0.22202446,0.008780528,0.0015878298,0.007990317,0.00064834097,0.000029058481,0.00023587472,0.00008368767,0.75861996],"genre_scores_gemma":[0.89666706,0.0034599816,0.00058933895,0.000536237,0.00011232851,0.000015496524,0.00011621671,0.0000972984,0.098405994],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993174,0.00026847402,0.00002025807,0.0001231636,0.00014423774,0.00012646113],"domain_scores_gemma":[0.9997031,0.00017534292,0.000025706246,0.00002204546,0.00003119121,0.00004251408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069949613,0.0003677436,0.00027801612,0.0017439108,0.010570603,0.008275225,0.00045411807,0.0014097193,0.006481996],"category_scores_gemma":[0.001016017,0.00030408925,0.00018679984,0.0016368538,0.013300926,0.0060600517,0.004342718,0.0025550239,0.0011256224],"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":[0.000059918544,0.000015946149,0.0009202957,0.000101663834,0.0000035505388,0.00080191914,0.6239755,0.000060029222,0.0006929259,0.3439896,0.010755106,0.018623438],"study_design_scores_gemma":[0.0000072824373,0.000026493992,0.0027080511,0.00022757791,0.0000061165747,0.00059507426,0.14432167,0.000052221956,0.00056059036,0.010366735,0.8411123,0.00001590239],"about_ca_topic_score_codex":0.021965668,"about_ca_topic_score_gemma":0.04400807,"teacher_disagreement_score":0.021965668,"about_ca_system_score_codex":0.0068053594,"about_ca_system_score_gemma":0.0017230085,"threshold_uncertainty_score":0.049376547},"labels":[],"label_agreement":null},{"id":"W2892401151","doi":"10.11647/obp.0144.07","title":"7. Afterlife: Medical Genetics and “Racial” Eugenics","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"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":"University of Toronto","keywords":"Eugenics; Afterlife; Medical genetics; Genetics; Genealogy; History; Biology; Philosophy; Epistemology","score_opus":0.0641395044626461,"score_gpt":0.28339307899929467,"score_spread":0.21925357453664857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892401151","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":[0.009253702,0.11372687,0.0024673198,0.06280059,0.0061105634,0.000028215387,0.00008074441,0.000088964145,0.80544305],"genre_scores_gemma":[0.2756902,0.08170339,0.0027768137,0.045203153,0.00824993,0.000117108524,0.00016940029,0.00020456075,0.5858854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994474,0.00025581528,0.00001144672,0.000070592156,0.00013264625,0.00008208662],"domain_scores_gemma":[0.9996432,0.00019915114,0.000027451095,0.000022214235,0.00006373587,0.000044279597],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006673326,0.00033701464,0.00027344856,0.00090814085,0.0032100314,0.0037287609,0.0004093042,0.0014984688,0.008014541],"category_scores_gemma":[0.0010756258,0.00009698196,0.00025551606,0.000838674,0.007202583,0.0021821226,0.0010273169,0.002774135,0.002821141],"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":[0.000011525609,0.000017105667,0.00023244154,0.00007982053,0.0000024813858,0.00010667312,0.0077209813,0.00007561899,0.00015279985,0.90432656,0.056630876,0.030643016],"study_design_scores_gemma":[0.0000043197583,0.000017199478,0.00063671765,0.00036817353,0.000003263562,0.0002187438,0.002504344,0.000049042235,0.00015042617,0.08239725,0.91364443,0.000006050888],"about_ca_topic_score_codex":0.0034081487,"about_ca_topic_score_gemma":0.003645566,"teacher_disagreement_score":0.99679,"about_ca_system_score_codex":0.0028623776,"about_ca_system_score_gemma":0.002217936,"threshold_uncertainty_score":0.026811302},"labels":[],"label_agreement":null},{"id":"W2892644046","doi":"10.11647/obp.0144.11","title":"The Faces of Eugenics: Local Mirrors and Global Reflections","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"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":"University of Toronto","keywords":"Eugenics; Sociology; Political science; Law","score_opus":0.11297197637512967,"score_gpt":0.332150112473034,"score_spread":0.21917813609790432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892644046","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":[0.019802826,0.04244314,0.0048276847,0.08281938,0.0019368965,0.000018050183,0.000043111755,0.00009379725,0.8480151],"genre_scores_gemma":[0.80727625,0.034282725,0.0025186115,0.021147281,0.0025248271,0.0000708037,0.00007068212,0.00031916087,0.13178961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99701786,0.0017989336,0.0000516848,0.0003136437,0.00048824435,0.00032963566],"domain_scores_gemma":[0.99856794,0.00095250335,0.00006959953,0.00020154298,0.000089764755,0.00011861429],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032135625,0.00046102717,0.0005327226,0.0011107695,0.007332327,0.0143693155,0.00088139495,0.0025637262,0.009349273],"category_scores_gemma":[0.0035019622,0.00023081484,0.00036267046,0.0022887287,0.038212273,0.010648743,0.007879688,0.009073364,0.0010492571],"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":[0.000008234152,0.0000068164636,0.00011848922,0.00004801846,0.0000033457213,0.000049748352,0.018447576,0.000075727505,0.00006346318,0.9617548,0.0074246624,0.011999094],"study_design_scores_gemma":[0.0000081363805,0.000023240278,0.00072751765,0.00038042825,0.000010627965,0.00016867793,0.032252707,0.000120872515,0.00026053246,0.35692492,0.60910946,0.000012921847],"about_ca_topic_score_codex":0.0022421926,"about_ca_topic_score_gemma":0.0036145567,"teacher_disagreement_score":0.9926677,"about_ca_system_score_codex":0.0067848726,"about_ca_system_score_gemma":0.002533577,"threshold_uncertainty_score":0.049227893},"labels":[],"label_agreement":null},{"id":"W2892850159","doi":"10.11647/obp.0144.01","title":"1. The Author: Vasilii Florinskii","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Soviet and Russian History","field":"Social Sciences","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":"University of Toronto","keywords":"History","score_opus":0.052311140162865206,"score_gpt":0.31401447909446994,"score_spread":0.26170333893160475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892850159","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":[0.0040061036,0.13270363,0.0045174356,0.26687187,0.39407244,0.00015680843,0.0008077821,0.0012344029,0.19562952],"genre_scores_gemma":[0.085751645,0.04626958,0.0026308119,0.12166016,0.11177997,0.00028568017,0.000769437,0.0009038726,0.62994874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984432,0.00034950665,0.000096258074,0.00051751063,0.00046599,0.00012751903],"domain_scores_gemma":[0.9976,0.0007062326,0.00031026712,0.0001458398,0.00085230055,0.00038528763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392258,0.0010690953,0.00061145885,0.0011274365,0.0023435582,0.004245661,0.0010118975,0.0019677577,0.046136733],"category_scores_gemma":[0.012350442,0.0002736225,0.00023043551,0.00058844325,0.0014627924,0.003532781,0.0020636714,0.0047713895,0.052629795],"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":[0.000025036517,0.000011595767,0.00029627653,0.00016245393,0.000002885424,0.00014966055,0.00070346345,0.000024428713,0.00012596988,0.008377762,0.951562,0.038558513],"study_design_scores_gemma":[0.000002774014,0.000011720498,0.00029680078,0.00018097085,0.000002153302,0.0005748667,0.00027716003,0.000032301825,0.00011522521,0.00074966036,0.9977487,0.000007729885],"about_ca_topic_score_codex":0.0009936851,"about_ca_topic_score_gemma":0.0013070331,"teacher_disagreement_score":0.046136733,"about_ca_system_score_codex":0.0012240356,"about_ca_system_score_gemma":0.0014088221,"threshold_uncertainty_score":0.15434277},"labels":[],"label_agreement":null},{"id":"W2892930447","doi":"10.11647/obp.0144.08","title":"8. Science of the Future: With and Without Galton","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"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":"University of Toronto","keywords":"Galton's problem; Mathematics; Statistics","score_opus":0.01312962875716069,"score_gpt":0.23642629363264006,"score_spread":0.22329666487547936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892930447","genre_codex":"commentary","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":[0.009260775,0.07341646,0.0046578865,0.6605943,0.009456544,0.000022991138,0.00007229438,0.00006262234,0.24245617],"genre_scores_gemma":[0.59256893,0.037219554,0.0050660693,0.21158117,0.0134360185,0.0001798045,0.000097889926,0.00025138355,0.13959916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9948909,0.0030131617,0.000105368,0.0007512648,0.00074985396,0.0004894647],"domain_scores_gemma":[0.9971852,0.0017270618,0.00013806266,0.00031150933,0.0003147362,0.00032350505],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005880486,0.000833336,0.00074600696,0.0014044478,0.008434215,0.011628401,0.0012628211,0.008801981,0.005062969],"category_scores_gemma":[0.007570589,0.00022507187,0.00070661097,0.0009621676,0.040052343,0.01741153,0.006912043,0.011741518,0.0014008911],"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":[0.000017095124,0.000008113941,0.0001776806,0.000047333953,0.0000040644695,0.000063765176,0.0070713777,0.000063042186,0.000043394757,0.9524755,0.034285165,0.0057435017],"study_design_scores_gemma":[0.000008985622,0.000017632601,0.00019648248,0.00025730653,0.0000041585386,0.000117152755,0.0048635546,0.00011684446,0.000101331105,0.4915097,0.50278926,0.000017679058],"about_ca_topic_score_codex":0.0049219877,"about_ca_topic_score_gemma":0.0048495936,"teacher_disagreement_score":0.99156576,"about_ca_system_score_codex":0.009090186,"about_ca_system_score_gemma":0.004989956,"threshold_uncertainty_score":0.06595421},"labels":[],"label_agreement":null},{"id":"W2893335056","doi":"10.11647/obp.0144.06","title":"6. Resonance: Euphenics, Medical Genetics, and Rassenhygiene","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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":"University of Toronto","keywords":"Medical genetics; Genetics; Medicine; Biology; Gene","score_opus":0.012933405759723729,"score_gpt":0.25915930176879787,"score_spread":0.24622589600907413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893335056","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":[0.025233872,0.06311089,0.004257735,0.4102794,0.0045177364,0.000024105322,0.00006635893,0.00006762466,0.4924423],"genre_scores_gemma":[0.7329672,0.015833342,0.0023347365,0.09752176,0.0037147054,0.00007584187,0.000053354248,0.00010534843,0.14739364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99777836,0.0014080491,0.000046804274,0.00028760367,0.00027882154,0.00020039371],"domain_scores_gemma":[0.9988219,0.0007391115,0.00009119032,0.00009417926,0.00011703643,0.0001365583],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027533993,0.0003751536,0.0002877989,0.0006387405,0.0036016193,0.0041704425,0.000488395,0.0041024648,0.0066110445],"category_scores_gemma":[0.00350884,0.0001254437,0.00023421217,0.0004576895,0.020449763,0.0029534877,0.00255577,0.005289266,0.0015508913],"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":[0.000022370365,0.000012930563,0.0003549422,0.00003391362,0.0000027089745,0.00014861974,0.005300583,0.00006038121,0.00013192029,0.9708835,0.014223235,0.00882484],"study_design_scores_gemma":[0.000038538645,0.000050025523,0.0012888568,0.00026499512,0.0000073952287,0.00057865743,0.004761225,0.00014927502,0.00039478435,0.49719805,0.4952464,0.00002177942],"about_ca_topic_score_codex":0.0027687806,"about_ca_topic_score_gemma":0.0026128935,"teacher_disagreement_score":0.9963984,"about_ca_system_score_codex":0.0030922778,"about_ca_system_score_gemma":0.0019684022,"threshold_uncertainty_score":0.022436142},"labels":[],"label_agreement":null},{"id":"W2893526783","doi":"10.11647/obp.0144.09","title":"Apologia: The Historian’s Craft","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Reformation and Early Modern Christianity","field":"Arts and Humanities","cited_by":0,"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":"University of Toronto","keywords":"Craft; Art history; History; Art; Visual arts","score_opus":0.05792232531047414,"score_gpt":0.23614273065161978,"score_spread":0.17822040534114564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893526783","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":[0.003898068,0.022746673,0.005506802,0.05232156,0.011102261,0.000038759357,0.00008424514,0.00023129919,0.9040703],"genre_scores_gemma":[0.1399655,0.015980959,0.0032382417,0.0148857515,0.008873376,0.00007302448,0.00009875952,0.0004983364,0.81638604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990594,0.00041742114,0.000025307818,0.000117935706,0.0003135172,0.00006657683],"domain_scores_gemma":[0.9984218,0.00091283274,0.00010331934,0.00020122042,0.000262187,0.000098612916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014472248,0.00038077557,0.00032408498,0.001284198,0.0032945496,0.006618286,0.00075135,0.00170299,0.018557573],"category_scores_gemma":[0.0043048663,0.0002465373,0.00020469847,0.0009682549,0.009077374,0.008209926,0.002170495,0.0064375903,0.003804156],"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":[0.000010066003,0.000016768423,0.00008270042,0.00009557272,0.000002120509,0.00009280141,0.008301515,0.000069695285,0.00009756169,0.81270576,0.15115055,0.027374946],"study_design_scores_gemma":[0.000003911509,0.0000067907918,0.00007551767,0.00018786285,0.0000015524965,0.000104781735,0.0017809676,0.000082503444,0.000114235416,0.052597314,0.94504035,0.000004219455],"about_ca_topic_score_codex":0.0022047332,"about_ca_topic_score_gemma":0.004134355,"teacher_disagreement_score":0.018557573,"about_ca_system_score_codex":0.0030848284,"about_ca_system_score_gemma":0.0035608911,"threshold_uncertainty_score":0.062081277},"labels":[],"label_agreement":null},{"id":"W2894059789","doi":"10.11647/obp.0144.03","title":"3. The Book: Darwinism and Social Hygiene","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":0,"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":"University of Toronto","keywords":"Social Darwinism; Darwinism; Hygiene; Medicine; Political science; Philosophy; Epistemology; Law","score_opus":0.0812549246134304,"score_gpt":0.2680540720993666,"score_spread":0.1867991474859362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894059789","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":[0.004354124,0.09168233,0.0067364457,0.13730654,0.013526707,0.00007690203,0.00035128611,0.0001773252,0.7457883],"genre_scores_gemma":[0.14267434,0.042802382,0.0048049157,0.040299956,0.012242794,0.00019656708,0.00035555227,0.00033260896,0.75629085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994228,0.00020841697,0.000018566792,0.00009177945,0.00017623931,0.00008228329],"domain_scores_gemma":[0.9995485,0.00022365314,0.000036657217,0.000053372827,0.00009506518,0.000042684824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008162098,0.00046006727,0.00035626537,0.00073736004,0.0020234277,0.00300065,0.00065097475,0.0022058715,0.016952205],"category_scores_gemma":[0.0019164335,0.00017667674,0.000492799,0.0005930179,0.0049281945,0.002850389,0.0012055793,0.003164452,0.004578893],"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":[0.000013712636,0.000013874039,0.00023675594,0.00010934664,0.000006987191,0.000054677414,0.0021748801,0.00019663108,0.00015012326,0.6880359,0.27495095,0.03405616],"study_design_scores_gemma":[0.000003956694,0.000008872244,0.00043547925,0.00017104007,0.0000021635678,0.00007822469,0.00041716677,0.00008947319,0.0000785914,0.07098762,0.9277215,0.000005884711],"about_ca_topic_score_codex":0.0042194347,"about_ca_topic_score_gemma":0.004900797,"teacher_disagreement_score":0.016952205,"about_ca_system_score_codex":0.0029403009,"about_ca_system_score_gemma":0.0016241788,"threshold_uncertainty_score":0.05671084},"labels":[],"label_agreement":null},{"id":"W2894178100","doi":"10.11647/obp.0144.04","title":"4. The Hereafter: Words and Deeds","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"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":"University of Toronto","keywords":"Linguistics; Philosophy; Art; History","score_opus":0.025610052209577832,"score_gpt":0.2162675882608245,"score_spread":0.1906575360512467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894178100","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":[0.010080623,0.027730279,0.005789025,0.020600973,0.007611054,0.000075462405,0.00063656387,0.00023496285,0.9272411],"genre_scores_gemma":[0.32862678,0.017723074,0.005801511,0.010825277,0.0056158705,0.00034860123,0.0010768721,0.0010975299,0.6288845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983387,0.00077208807,0.000068985966,0.00024984314,0.0002991383,0.00027110957],"domain_scores_gemma":[0.99937975,0.00021587896,0.000077654855,0.00008108696,0.00017018316,0.00007546418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011708384,0.00087279495,0.00048589284,0.0013444754,0.004985928,0.009744392,0.0007293963,0.0018912157,0.027868578],"category_scores_gemma":[0.0026491296,0.0002927202,0.00037042878,0.0013381942,0.0068070744,0.005594067,0.0025759975,0.0044162143,0.015903832],"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":[0.000035417048,0.000020475092,0.00033736686,0.000110192275,0.0000041783906,0.00007271835,0.012353362,0.00005306648,0.00029978371,0.87514883,0.086045444,0.02551913],"study_design_scores_gemma":[0.0000028111692,0.000013573284,0.0003412426,0.0001357808,0.0000013997181,0.00006237432,0.0021100577,0.00002515902,0.00011149241,0.01967134,0.9775171,0.000007669849],"about_ca_topic_score_codex":0.0033862381,"about_ca_topic_score_gemma":0.0027577206,"teacher_disagreement_score":0.027868578,"about_ca_system_score_codex":0.0032749276,"about_ca_system_score_gemma":0.0017263942,"threshold_uncertainty_score":0.09322965},"labels":[],"label_agreement":null},{"id":"W2894335287","doi":"10.11647/obp.0144.05","title":"5. Rebirth: Eugenics and Marxism","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"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":"University of Toronto","keywords":"Eugenics; Sociology; Philosophy; Environmental ethics; Political science; Law","score_opus":0.04865119685972248,"score_gpt":0.3046366018134489,"score_spread":0.25598540495372646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894335287","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":[0.015458639,0.044152673,0.00962754,0.1441844,0.002979509,0.000030874715,0.00011973791,0.00008591217,0.78336066],"genre_scores_gemma":[0.7964458,0.020668678,0.003991576,0.023136113,0.0043134578,0.00011863282,0.00011987542,0.00015421562,0.15105167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99630487,0.0019035583,0.00009132009,0.00042909558,0.00069772685,0.00057339936],"domain_scores_gemma":[0.99836594,0.00091372797,0.00013464839,0.00027096525,0.00019207588,0.00012272451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037407365,0.0006629703,0.00050575077,0.0019674937,0.0054351236,0.010253866,0.0011683578,0.0035650844,0.0065750796],"category_scores_gemma":[0.0049547115,0.00020527137,0.0006232659,0.0014164001,0.029190851,0.008177075,0.005097499,0.007913294,0.0014462391],"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":[0.0000033149727,0.0000038137925,0.000024925019,0.000008594852,0.0000010496586,0.000016888014,0.0013229324,0.000046529796,0.000011458726,0.9945926,0.0024758168,0.0014921533],"study_design_scores_gemma":[0.000007919626,0.000007837234,0.00009634251,0.0001136063,0.0000017093028,0.000039712908,0.001596383,0.00015451854,0.000093669485,0.8195142,0.17836614,0.000007959302],"about_ca_topic_score_codex":0.006170898,"about_ca_topic_score_gemma":0.0036187011,"teacher_disagreement_score":0.013540924,"about_ca_system_score_codex":0.013540924,"about_ca_system_score_gemma":0.0044656424,"threshold_uncertainty_score":0.09824675},"labels":[],"label_agreement":null},{"id":"W2916861395","doi":"10.11647/obp.0159.13","title":"13. Show Me the Copy! How Digital Media (Re)Assert Relational Creativity, Complicating Existing Intellectual Property and Publishing Paradigms","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Digital Games and Media","field":"Social Sciences","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":"Creativity; Intellectual property; Publishing; Property (philosophy); Computer science; Sociology; Business; Psychology; Art; Epistemology; Social psychology; Literature; Philosophy","score_opus":0.11851520091743341,"score_gpt":0.29610789636269325,"score_spread":0.17759269544525985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916861395","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":[0.0038950455,0.0046237633,0.0035782547,0.019261502,0.0011069344,0.000021289501,0.00005142593,0.00009376247,0.967368],"genre_scores_gemma":[0.24632885,0.012284595,0.0059911716,0.00937409,0.0018533838,0.00012766475,0.00011069894,0.00046653664,0.72346294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99886525,0.00050734385,0.000033915123,0.00013311654,0.0003562509,0.000104126964],"domain_scores_gemma":[0.99815136,0.0011720244,0.000078254234,0.00028147662,0.00019899698,0.00011781728],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001337838,0.00038242387,0.00024258297,0.0012041815,0.0032325352,0.016577864,0.0010175771,0.0023582277,0.017211713],"category_scores_gemma":[0.0038846757,0.00019540044,0.00025495002,0.0014805829,0.017080538,0.014968177,0.004151656,0.003488871,0.0051991227],"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":[0.0000044582102,0.000007158238,0.00006004332,0.000043921216,0.0000012687517,0.00009156587,0.0061686663,0.00005121505,0.00009905863,0.9579409,0.02040235,0.015129239],"study_design_scores_gemma":[0.000005919375,0.000010018611,0.00025797836,0.00030384975,0.000004038804,0.00032060884,0.007572964,0.00020893876,0.00037611058,0.23930654,0.75162107,0.00001205748],"about_ca_topic_score_codex":0.0033946824,"about_ca_topic_score_gemma":0.0059341006,"teacher_disagreement_score":0.98342216,"about_ca_system_score_codex":0.0028571493,"about_ca_system_score_gemma":0.002064574,"threshold_uncertainty_score":0.05757886},"labels":[],"label_agreement":null},{"id":"W2917434719","doi":"10.11647/obp.0159.07","title":"7. Copyright in the Everyday Practice of Writers","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","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":"Concordia University","funders":"","keywords":"Aesthetics; Sociology; Literature; History; Art","score_opus":0.033090185676213725,"score_gpt":0.24139125502929573,"score_spread":0.208301069353082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917434719","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":[0.22652675,0.014866931,0.0034299204,0.017615749,0.0007187919,0.000044467364,0.000055225963,0.00009701105,0.7366452],"genre_scores_gemma":[0.9382539,0.003475625,0.0007618454,0.0009444125,0.00044437792,0.000023648769,0.000017726168,0.000038396138,0.056040067],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962787,0.0021597527,0.000158553,0.000304417,0.0007827912,0.00031583133],"domain_scores_gemma":[0.99468046,0.003377093,0.00052307633,0.0006595891,0.00036169295,0.0003981006],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00284163,0.00029386638,0.00029078283,0.0014950368,0.00811892,0.015230051,0.0007137467,0.0025257417,0.008868982],"category_scores_gemma":[0.007692975,0.00018581409,0.00024891883,0.0018864153,0.01915994,0.011664671,0.0038045535,0.002399576,0.0012151118],"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":[0.00003058978,0.00005839412,0.0028427504,0.00020090303,0.000005576054,0.000849546,0.6351064,0.00009386386,0.00058723585,0.29309338,0.008295233,0.05883605],"study_design_scores_gemma":[0.000013840287,0.00005274035,0.0056277304,0.00058183295,0.000007698175,0.0028599778,0.32672128,0.00021624737,0.00086897885,0.051314738,0.6116962,0.00003872612],"about_ca_topic_score_codex":0.0017273591,"about_ca_topic_score_gemma":0.0021707905,"teacher_disagreement_score":0.98476994,"about_ca_system_score_codex":0.0028222369,"about_ca_system_score_gemma":0.001947606,"threshold_uncertainty_score":0.029669762},"labels":[],"label_agreement":null},{"id":"W2918077852","doi":"10.11647/obp.0159.14","title":"14. Redefining Reader and Writer, Remixing Copyright: Experimental Publishing at if:book Australia","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Library Collection Development and Digital Resources","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":"Publishing; Art history; Art; Media studies; Computer science; Sociology; Literature","score_opus":0.054252273720448996,"score_gpt":0.25606958050650774,"score_spread":0.20181730678605875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918077852","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":[0.078293934,0.0029910908,0.007161629,0.00958718,0.00092987646,0.0005799677,0.00029417608,0.00022903882,0.89993304],"genre_scores_gemma":[0.3611183,0.0020918592,0.015827857,0.0041552023,0.00014738427,0.0012190947,0.00018097031,0.00047857835,0.61478066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99602205,0.0019659125,0.0001468581,0.0004348352,0.0011939674,0.000236415],"domain_scores_gemma":[0.9935963,0.003461558,0.00025861492,0.0013446298,0.0010157623,0.0003231013],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0048985975,0.0002421922,0.00041499917,0.0009262802,0.005352113,0.00642144,0.0011713298,0.0021190331,0.03283227],"category_scores_gemma":[0.010279284,0.0004451193,0.00034930737,0.0015471986,0.011056107,0.0061469325,0.0032262895,0.0033467826,0.005400025],"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":[0.00016830447,0.00055616914,0.0010910193,0.0009866696,0.000015032507,0.00036148584,0.09972303,0.0002806082,0.004777433,0.66658825,0.09416733,0.1312846],"study_design_scores_gemma":[0.00005476506,0.0002745033,0.0048134835,0.00069305464,0.000035489455,0.00028022213,0.013980489,0.00032197378,0.008568495,0.048371617,0.9225567,0.000049119324],"about_ca_topic_score_codex":0.012295365,"about_ca_topic_score_gemma":0.033626683,"teacher_disagreement_score":0.99882865,"about_ca_system_score_codex":0.0051296023,"about_ca_system_score_gemma":0.0045441203,"threshold_uncertainty_score":0.10983485},"labels":[],"label_agreement":null},{"id":"W2949733645","doi":"10.11647/obp.0162.15","title":"15. Creating a Sense of Belonging and Connectedness for the Student Arrival Experience in a School of Arts and Humanities","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Higher Education Practises and Engagement","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":"Mount Royal University","funders":"Aristotle University of Thessaloniki; Higher Education Academy; University of Greenwich","keywords":"Social connectedness; Plan (archaeology); Event (particle physics); The arts; Sense of community; Mathematics education; Pedagogy; Psychology; Visual arts; Art; Social psychology; History","score_opus":0.09543355374019186,"score_gpt":0.3770792301703488,"score_spread":0.2816456764301569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949733645","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":[0.012382452,0.007275222,0.0028190757,0.011082821,0.0022232772,0.00007597159,0.000073331525,0.00017874494,0.96388906],"genre_scores_gemma":[0.14279248,0.009816629,0.0044356547,0.004536393,0.00070786267,0.00012057633,0.00010805775,0.00018471672,0.83729756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996793,0.00014140607,0.0000093940325,0.000035098263,0.000081035265,0.0000537017],"domain_scores_gemma":[0.99975044,0.00008376,0.000017775328,0.000017551776,0.000034313038,0.00009612597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041461125,0.00046924836,0.00019307045,0.0005039371,0.0033008123,0.006035229,0.00045654498,0.0015694533,0.019680917],"category_scores_gemma":[0.000646633,0.00016124694,0.00036900415,0.00048714102,0.0033659216,0.0041913176,0.0034340906,0.0024420517,0.0066564432],"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":[0.000027888109,0.00015806721,0.0014247943,0.0005791651,0.000009765031,0.00078326405,0.12911724,0.00013427167,0.0016729477,0.30462864,0.31216502,0.24929886],"study_design_scores_gemma":[0.0000024778458,0.000029489325,0.0014944791,0.00029800524,0.0000032925386,0.0005879958,0.017418368,0.000061768944,0.00022912111,0.010928188,0.9689377,0.00000915162],"about_ca_topic_score_codex":0.0021943997,"about_ca_topic_score_gemma":0.008986274,"teacher_disagreement_score":0.019680917,"about_ca_system_score_codex":0.0012523177,"about_ca_system_score_gemma":0.0014701246,"threshold_uncertainty_score":0.06583923},"labels":[],"label_agreement":null},{"id":"W2951329173","doi":"10.11647/obp.0162.16","title":"16. Joint Reflection on Twitter, Phenomenography and Learning Friendships","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Reflective Practices in Education","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":"Mount Royal University","funders":"Aristotle University of Thessaloniki; Higher Education Academy; University of Greenwich","keywords":"Phenomenography; Conversation; Social media; Style (visual arts); Section (typography); Field (mathematics); Psychology; Sociology; Pedagogy; Visual arts; Communication; Art; Computer science; World Wide Web","score_opus":0.10182202016554055,"score_gpt":0.3714413987223827,"score_spread":0.26961937855684215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951329173","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":[0.027195701,0.024478672,0.012835657,0.06210056,0.0041275076,0.00015659856,0.00014087226,0.0002192161,0.86874527],"genre_scores_gemma":[0.3670502,0.022859987,0.005744488,0.009655101,0.00164237,0.00040395977,0.00015785068,0.00048893795,0.5919972],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99732673,0.0018767943,0.000053303986,0.00017965648,0.000395731,0.00016773764],"domain_scores_gemma":[0.9964541,0.0027544203,0.00017312281,0.00024663506,0.00018285046,0.00018894771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029643464,0.00057326193,0.00034979856,0.0010240454,0.0057658665,0.011243406,0.0008385977,0.002186705,0.009374847],"category_scores_gemma":[0.0059591196,0.00025932706,0.00030840628,0.0019913218,0.014786845,0.013024609,0.005869736,0.0037168337,0.0029026913],"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":[0.000020040787,0.000033504082,0.00031600965,0.00023133135,0.0000066653297,0.00037798323,0.34749728,0.0001899319,0.0003313907,0.53089416,0.078309216,0.041792568],"study_design_scores_gemma":[0.000004342919,0.000013809206,0.00033611845,0.0005349812,0.00000287125,0.00036055985,0.08804794,0.00014310205,0.00028253527,0.06323384,0.84702665,0.000013171108],"about_ca_topic_score_codex":0.002110955,"about_ca_topic_score_gemma":0.0031665945,"teacher_disagreement_score":0.011243406,"about_ca_system_score_codex":0.004078438,"about_ca_system_score_gemma":0.002489519,"threshold_uncertainty_score":0.031361997},"labels":[],"label_agreement":null},{"id":"W2963929989","doi":"10.11647/obp.0169.06","title":"6. Concluding Thoughts on Language Shift and Linguistic Diversity in the Himalaya: The Case of Nepal","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Multilingual Education and Policy","field":"Social Sciences","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 British Columbia","funders":"","keywords":"Linguistic diversity; Linguistics; Diversity (politics); Geography; Sociology; Anthropology; Philosophy","score_opus":0.10917871836271506,"score_gpt":0.42596497323672117,"score_spread":0.31678625487400613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963929989","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":[0.15027307,0.01563406,0.0013590609,0.042800553,0.00031863243,0.00004187791,0.00007248597,0.000017542223,0.7894827],"genre_scores_gemma":[0.83951086,0.014361924,0.0010741837,0.0072591477,0.00027832063,0.000054652908,0.00007317867,0.000029086017,0.13735865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99971026,0.00013621857,0.000008031743,0.000026827809,0.00003898825,0.000079663936],"domain_scores_gemma":[0.9997249,0.00019130962,0.000018020348,0.000010744435,0.00003305737,0.00002204964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048725645,0.00023298342,0.00022816336,0.0005248219,0.0049575903,0.0046630506,0.00070161524,0.0016648871,0.0077925166],"category_scores_gemma":[0.00083446025,0.00014451043,0.0001926532,0.0010505504,0.0060097026,0.0037197112,0.0024095788,0.003076908,0.00059931877],"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":[0.000020582627,0.00003435966,0.0019973125,0.00023244378,0.000006221716,0.004478585,0.16867203,0.0005606435,0.0003692318,0.7994152,0.008972392,0.015240924],"study_design_scores_gemma":[0.000014004752,0.00003204207,0.005791469,0.0009395956,0.000012667343,0.001753234,0.39738676,0.0005297073,0.0007129922,0.12390904,0.4688852,0.00003333844],"about_ca_topic_score_codex":0.018245576,"about_ca_topic_score_gemma":0.03888955,"teacher_disagreement_score":0.018245576,"about_ca_system_score_codex":0.0028728354,"about_ca_system_score_gemma":0.0015375752,"threshold_uncertainty_score":0.036278725},"labels":[],"label_agreement":null},{"id":"W2990241292","doi":"10.11647/obp.0195.05","title":"5. Wasted Buys","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","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":"Pan American Health Organization; Promotion and Mutual Aid Corporation for Private Schools of Japan; Thai Health Promotion Foundation; University of Toronto; Department for International Development; Rockefeller Foundation; Institute for Health Care Improvement; University of the Witwatersrand, Johannesburg; Inter-American Development Bank; Imperial College London; Tufts Medical Center; National Institute for Health and Care Excellence; Bill and Melinda Gates Foundation; Johns Hopkins University; World Bank Group; University of Leeds; University of Pittsburgh","keywords":"Business","score_opus":0.04666361594689866,"score_gpt":0.2820100200882966,"score_spread":0.23534640414139796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990241292","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":[0.003309708,0.00854397,0.0022096834,0.022454834,0.0044170767,0.00007678689,0.00037675165,0.00023371146,0.9583775],"genre_scores_gemma":[0.023431545,0.004296368,0.0018902213,0.010599886,0.0007448092,0.00007007924,0.00032707752,0.00022939693,0.95841074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820566,0.00024584637,0.00007473162,0.00021228481,0.00094218017,0.0003193051],"domain_scores_gemma":[0.99872595,0.00024853242,0.00010967078,0.00025427024,0.0004264614,0.00023506043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013803462,0.00064998027,0.0005838455,0.0014881833,0.0037722134,0.011975182,0.0012677225,0.0030830237,0.13623118],"category_scores_gemma":[0.0040438273,0.0003577094,0.00096038677,0.0014181748,0.0027289016,0.0072686006,0.0047353576,0.0042530154,0.046872225],"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":[0.00005012341,0.00010511594,0.0006866832,0.00022927989,0.000013192071,0.00031502935,0.001286178,0.00015906135,0.000288764,0.3740858,0.45986977,0.16291091],"study_design_scores_gemma":[0.0000031576167,0.000014077611,0.00029936858,0.00026142984,0.0000029896628,0.00020355286,0.00076657755,0.000047456422,0.000119423144,0.016777482,0.98149693,0.0000074657046],"about_ca_topic_score_codex":0.003748726,"about_ca_topic_score_gemma":0.007016794,"teacher_disagreement_score":0.13623118,"about_ca_system_score_codex":0.002649034,"about_ca_system_score_gemma":0.0037488418,"threshold_uncertainty_score":0.45573872},"labels":[],"label_agreement":null},{"id":"W2991281929","doi":"10.11647/obp.0195.04","title":"4. Best Buys","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"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":"Pan American Health Organization; Promotion and Mutual Aid Corporation for Private Schools of Japan; Thai Health Promotion Foundation; University of Toronto; Inter-American Development Bank; Imperial College London; University of the Witwatersrand, Johannesburg; University of Leeds; Department for International Development; National Institute for Health and Care Excellence; Johns Hopkins University; Bill and Melinda Gates Foundation; University of Pittsburgh; Tufts Medical Center","keywords":"Business","score_opus":0.0540434362384637,"score_gpt":0.2928138760989161,"score_spread":0.23877043986045243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991281929","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":[0.0002982561,0.0027115354,0.0008504632,0.013112822,0.0058669485,0.000053871114,0.00038601167,0.0004907756,0.97622925],"genre_scores_gemma":[0.0013128024,0.0011696462,0.00089607725,0.003774357,0.0007561403,0.000027678276,0.00021849814,0.00024652304,0.99159825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853504,0.0001789466,0.000045595905,0.00014866807,0.00086518034,0.00022666666],"domain_scores_gemma":[0.9987091,0.00020881387,0.00004971821,0.00016739892,0.00050468737,0.00036027672],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011420584,0.0008709216,0.00065455935,0.0016454268,0.0028515577,0.011664967,0.0014864277,0.0035742468,0.43826318],"category_scores_gemma":[0.003961051,0.0005370493,0.0009422505,0.0012663135,0.000942132,0.0070054405,0.0037288032,0.0039012528,0.33226246],"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":[0.000008918153,0.000025653078,0.000062762454,0.000056700388,0.0000017387489,0.00006490424,0.0001248983,0.000039074253,0.00008414602,0.020964917,0.90884614,0.0697202],"study_design_scores_gemma":[0.0000019103816,0.0000047763215,0.000060676994,0.000065763576,6.5529053e-7,0.00006472493,0.000113933536,0.000018734218,0.00002596602,0.0022349255,0.9974044,0.0000035992516],"about_ca_topic_score_codex":0.0032638623,"about_ca_topic_score_gemma":0.009053549,"teacher_disagreement_score":0.43826318,"about_ca_system_score_codex":0.001988638,"about_ca_system_score_gemma":0.0026555853,"threshold_uncertainty_score":0.8012494},"labels":[],"label_agreement":null},{"id":"W3000068840","doi":"10.11647/obp.0192.08","title":"8. Critical Mass","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"North African History and Literature","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 Lethbridge","funders":"","keywords":"Discipline; Representation (politics); Space (punctuation); Sociology; Critical mass (sociodynamics); Media studies; Public relations; Internet privacy; World Wide Web; Political science; Computer science; Social science; Law","score_opus":0.03666159718441043,"score_gpt":0.22680317902543792,"score_spread":0.1901415818410275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000068840","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":[0.0034694683,0.0167204,0.019768959,0.2021185,0.0070869992,0.00030904845,0.00011853767,0.00013466837,0.75027347],"genre_scores_gemma":[0.4661231,0.019035991,0.028479377,0.119074,0.01480491,0.0021899303,0.00029127116,0.0007012898,0.34930015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9817052,0.01098761,0.00052261795,0.002277062,0.0031995121,0.0013078994],"domain_scores_gemma":[0.97421116,0.016582536,0.0012832541,0.0030170614,0.0037693996,0.0011365148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019929687,0.0011065855,0.000764418,0.0033691656,0.012330524,0.015323655,0.0028124806,0.0071710227,0.027914686],"category_scores_gemma":[0.037967563,0.00042307595,0.0008704338,0.0017391706,0.050601747,0.018907782,0.008948461,0.010610646,0.0060192696],"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":[0.000006460015,0.000008210484,0.0000630423,0.00006300924,0.0000021832086,0.000039216717,0.004611139,0.000031196658,0.000025333358,0.96858627,0.02190223,0.004661709],"study_design_scores_gemma":[0.000008513914,0.000011626413,0.00010803777,0.0005878375,0.0000026521116,0.00009288203,0.0073587303,0.000109198125,0.00011813079,0.48490247,0.50669044,0.000009448486],"about_ca_topic_score_codex":0.0038472833,"about_ca_topic_score_gemma":0.0037614394,"teacher_disagreement_score":0.027914686,"about_ca_system_score_codex":0.013944895,"about_ca_system_score_gemma":0.011042954,"threshold_uncertainty_score":0.10539955},"labels":[],"label_agreement":null},{"id":"W3005727442","doi":"10.11647/obp.0193.04","title":"Climate 1970-2020","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Atmospheric and Environmental Gas Dynamics","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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Global warming; Atmosphere (unit); Climate change; Anecdote; Meteorology; Climatology; Economic history; Geography; History; Political science; Law; Geology","score_opus":0.010614166172477372,"score_gpt":0.20188709162324764,"score_spread":0.19127292545077026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005727442","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":[0.007548191,0.037109144,0.002174337,0.019060941,0.021839561,0.00019727198,0.17246221,0.0021422906,0.73746604],"genre_scores_gemma":[0.10897327,0.06726836,0.0073867156,0.015986696,0.0056148213,0.001562412,0.30070373,0.001477572,0.49102637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995541,0.000052992633,0.00001959746,0.000067812165,0.00018487887,0.00012064006],"domain_scores_gemma":[0.99975246,0.000013756331,0.000015733372,0.000010233254,0.0001533688,0.000054464086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007278988,0.0020862413,0.0005417446,0.0014507414,0.0009088827,0.0025380515,0.00068228826,0.0014912466,0.10228349],"category_scores_gemma":[0.0010042078,0.00025165494,0.0006084635,0.0022651237,0.00031179667,0.0024264443,0.0013373398,0.0018936924,0.10236292],"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":[0.00017843547,0.000034518987,0.0014263019,0.001324433,0.000036500267,0.00015000487,0.00011529617,0.00104674,0.0006657839,0.02562532,0.8483315,0.12106518],"study_design_scores_gemma":[0.00002423626,0.000033981905,0.004922306,0.0002779887,0.000011097523,0.00007534508,0.0001199167,0.00019197864,0.00014131353,0.0028483314,0.99134034,0.000013065483],"about_ca_topic_score_codex":0.023201322,"about_ca_topic_score_gemma":0.025941834,"teacher_disagreement_score":0.10228349,"about_ca_system_score_codex":0.0030189825,"about_ca_system_score_gemma":0.003991707,"threshold_uncertainty_score":0.34217238},"labels":[],"label_agreement":null},{"id":"W3005804663","doi":"10.11647/obp.0193.21","title":"The Global Chemical Experiment","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Chemistry and Chemical Engineering","field":"Environmental 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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Outrage; Reactionary; Environmental ethics; Population; Natural (archaeology); Environmental planning; Environmental protection; Political science; Geography; Environmental health; Medicine; Law","score_opus":0.010248880467480369,"score_gpt":0.21176707289372193,"score_spread":0.20151819242624155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005804663","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":[0.002416083,0.04407965,0.003356802,0.082544535,0.01137887,0.00007127846,0.0012534496,0.0005571721,0.85434216],"genre_scores_gemma":[0.06086799,0.064282425,0.0081712585,0.08913866,0.00669633,0.00039375626,0.0024551468,0.00092813896,0.7670663],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871695,0.00030380563,0.00003258453,0.00027826632,0.00052047917,0.00014785082],"domain_scores_gemma":[0.9988883,0.00037634568,0.000063162595,0.00023691407,0.00019655107,0.00023879384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016236154,0.00074318604,0.00052027195,0.0010110659,0.0020117336,0.0059117163,0.0012182113,0.0037724806,0.060844697],"category_scores_gemma":[0.0028931485,0.0003400299,0.00058210635,0.0018731216,0.003984752,0.010983197,0.004755961,0.005821936,0.018776646],"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":[0.000048439,0.000029243996,0.00026840382,0.00017565183,0.000010624899,0.000073470335,0.0003501447,0.0001638614,0.0004984257,0.55511457,0.38414896,0.05911825],"study_design_scores_gemma":[0.0000034154416,0.000009037121,0.000118835436,0.00003065563,0.0000018721789,0.000030075485,0.000072086405,0.000026541447,0.00012994115,0.01636615,0.9832076,0.0000038330704],"about_ca_topic_score_codex":0.0033110299,"about_ca_topic_score_gemma":0.005647023,"teacher_disagreement_score":0.060844697,"about_ca_system_score_codex":0.0029003255,"about_ca_system_score_gemma":0.0035086048,"threshold_uncertainty_score":0.20354575},"labels":[],"label_agreement":null},{"id":"W3006055160","doi":"10.11647/obp.0193.28","title":"Saving the Boat","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change and Geoengineering","field":"Environmental 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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Face (sociological concept); Sparrow; Planet; Indigenous; Action (physics); Environmental ethics; Climate change; Global warming; Political science; Courage; Political economy; Development economics; Sociology; Law; Ecology; Social science; Economics","score_opus":0.034993999720446624,"score_gpt":0.223372665206933,"score_spread":0.18837866548648638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006055160","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":[0.0012108887,0.039591055,0.0014617685,0.07712653,0.030482125,0.00002655649,0.0002420355,0.00060855754,0.84925044],"genre_scores_gemma":[0.0055442364,0.006635022,0.0006427113,0.016392842,0.0019180395,0.000014829052,0.00013359507,0.00027919514,0.9684396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948764,0.0001016502,0.000011368305,0.00007560099,0.00022537936,0.00009837047],"domain_scores_gemma":[0.9995161,0.0000941004,0.000019639148,0.000052667125,0.00015785941,0.00015953404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055751385,0.0008112805,0.00037344443,0.00089748297,0.0037685826,0.00629947,0.0007351618,0.0025932193,0.1199388],"category_scores_gemma":[0.0023628215,0.0002373235,0.00041516576,0.0007120611,0.0018894946,0.0077059083,0.002932861,0.005359942,0.06958628],"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":[0.000008838701,0.000011200584,0.000051294315,0.00005491051,0.0000020496643,0.000036577654,0.00051397446,0.000038003745,0.000103582795,0.04808293,0.9169195,0.034177233],"study_design_scores_gemma":[3.9746183e-7,0.000002092082,0.00003130434,0.000034238004,4.7266695e-7,0.000024706686,0.00018653167,0.000007944931,0.000015561058,0.0018540991,0.99784124,0.0000014313805],"about_ca_topic_score_codex":0.005961131,"about_ca_topic_score_gemma":0.014493586,"teacher_disagreement_score":0.1199388,"about_ca_system_score_codex":0.0020199327,"about_ca_system_score_gemma":0.0024031366,"threshold_uncertainty_score":0.40123522},"labels":[],"label_agreement":null},{"id":"W3010815998","doi":"10.11647/obp.0204.14","title":"A market with asymmetric information","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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 Toronto","funders":"","keywords":"Business","score_opus":0.02685134156739029,"score_gpt":0.19193291076519584,"score_spread":0.16508156919780553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010815998","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":[0.03963688,0.006607859,0.25574195,0.022797206,0.0011492417,0.00021568677,0.0015165557,0.0005265635,0.67180794],"genre_scores_gemma":[0.7251817,0.0071946373,0.052744262,0.0027372153,0.0016251445,0.00039922033,0.00094610144,0.00018313382,0.2089887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991677,0.00030349233,0.0000310008,0.00015699845,0.00025418558,0.000086735694],"domain_scores_gemma":[0.9990689,0.00051198073,0.00008856527,0.00014752978,0.00008411333,0.00009894068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009485535,0.0005788272,0.0006765582,0.0005580843,0.0010595728,0.005220633,0.001142794,0.0026986236,0.021126978],"category_scores_gemma":[0.00318035,0.0003653073,0.0007082479,0.0009187677,0.0019339629,0.0075868,0.0016520757,0.0022132474,0.0030191175],"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":[0.0000098346,0.0000097886195,0.00004281732,0.000019678235,0.000006036526,0.000052388037,0.00004302042,0.0019570414,0.00011869067,0.9876903,0.0061872383,0.0038631132],"study_design_scores_gemma":[0.000014384069,0.000010928285,0.00006170087,0.00001934929,0.0000052818327,0.00008515889,0.000025739644,0.012543664,0.00008236183,0.96389616,0.023248123,0.0000071971767],"about_ca_topic_score_codex":0.000719133,"about_ca_topic_score_gemma":0.0005144162,"teacher_disagreement_score":0.021126978,"about_ca_system_score_codex":0.0011423489,"about_ca_system_score_gemma":0.0008877525,"threshold_uncertainty_score":0.0706768},"labels":[],"label_agreement":null},{"id":"W3011676169","doi":"10.11647/obp.0204.13","title":"Equilibrium with prices and expectations","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Economics; Econometrics; Keynesian economics; Mathematical economics","score_opus":0.044080131349965704,"score_gpt":0.21523516608360954,"score_spread":0.17115503473364385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011676169","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":[0.0119648855,0.007832863,0.42001215,0.014534208,0.0009614956,0.000084319814,0.000644212,0.0004313024,0.5435346],"genre_scores_gemma":[0.645463,0.01160029,0.103370495,0.0032764385,0.0020766673,0.000471048,0.0011577932,0.00044262345,0.2321417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986065,0.0005914039,0.00004968282,0.00024141361,0.00038797664,0.00012308067],"domain_scores_gemma":[0.9992816,0.0003968002,0.000060240327,0.000114138056,0.00010041018,0.000046750498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014273878,0.0008694072,0.00074253336,0.0005541703,0.00092260906,0.0052224416,0.0012103855,0.0024607587,0.014264612],"category_scores_gemma":[0.0047337064,0.00044449643,0.0009340375,0.00092722726,0.0024143816,0.005983625,0.0017569019,0.002639282,0.004527684],"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":[0.0000028025966,0.0000038681696,0.000032124957,0.000013147606,0.000003946622,0.0000178392,0.00005496082,0.0015553554,0.000046787605,0.992702,0.0026637278,0.002903332],"study_design_scores_gemma":[0.000002721917,0.0000031792529,0.000028901319,0.000011030412,0.0000016195088,0.000019609826,0.0000146853445,0.003484071,0.00003104408,0.98771244,0.008687409,0.0000032576868],"about_ca_topic_score_codex":0.0012419984,"about_ca_topic_score_gemma":0.0009252848,"teacher_disagreement_score":0.014264612,"about_ca_system_score_codex":0.0016873676,"about_ca_system_score_gemma":0.0010370727,"threshold_uncertainty_score":0.047719896},"labels":[],"label_agreement":null},{"id":"W3016332564","doi":"10.11647/obp.0186.07","title":"7. Fluid Histories","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":0,"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":"University of British Columbia; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Historiography; Natural history; Politics; Metaphor; History; Environmental ethics; Natural (archaeology); Geography; Genealogy; Ecology; Political science; Archaeology; Philosophy; Biology; Law","score_opus":0.06642091524387717,"score_gpt":0.30879897474647894,"score_spread":0.24237805950260177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016332564","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":[0.007014893,0.0026145482,0.008065562,0.0042076213,0.0003354181,0.00006166486,0.00014355022,0.000074115706,0.9774826],"genre_scores_gemma":[0.4949973,0.0071446947,0.010387849,0.003607365,0.00059844455,0.000240885,0.0004254564,0.0003071525,0.48229077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990822,0.00027424455,0.000032755557,0.00016235177,0.00030180285,0.00014660897],"domain_scores_gemma":[0.9993337,0.00021434316,0.00006398333,0.00016686696,0.00012914957,0.00009196138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011310832,0.00048823137,0.00029357176,0.0010687541,0.003758351,0.0081857685,0.00088170485,0.0017413849,0.029248456],"category_scores_gemma":[0.0026898126,0.0002596487,0.00031791255,0.0009865703,0.013448422,0.009097451,0.005759206,0.0025694794,0.0055061113],"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":[0.0000032646321,0.0000036289107,0.00008907126,0.000021221043,9.628025e-7,0.000037452955,0.002324875,0.000064114465,0.000062036175,0.98906904,0.002713412,0.005610855],"study_design_scores_gemma":[0.000004511091,0.000013774482,0.00035051725,0.00020853913,0.0000034270104,0.00016281877,0.0038685577,0.00019545373,0.00019567154,0.46109274,0.5338931,0.000010876028],"about_ca_topic_score_codex":0.005235257,"about_ca_topic_score_gemma":0.0054460685,"teacher_disagreement_score":0.029248456,"about_ca_system_score_codex":0.003939301,"about_ca_system_score_gemma":0.0026158825,"threshold_uncertainty_score":0.09784579},"labels":[],"label_agreement":null},{"id":"W3016431859","doi":"10.11647/obp.0186.06","title":"6. The Obligations of a Biologist and Eden No More","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Religion, Ecology, and Ethics","field":"Social Sciences","cited_by":0,"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":"University of British Columbia; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Biologist; Philosophy; Environmental ethics; History; Biology; Genetics","score_opus":0.05874507834550187,"score_gpt":0.336458254769797,"score_spread":0.27771317642429516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016431859","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":[0.00089098705,0.022396775,0.0011804865,0.07524581,0.0044201952,0.00001950831,0.000057233603,0.000054206706,0.89573485],"genre_scores_gemma":[0.01871399,0.0046019307,0.0011452102,0.03602815,0.00092725287,0.000050658404,0.00003865774,0.00005319598,0.9384409],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99906117,0.00033762716,0.000026636175,0.00014184603,0.00029966212,0.00013301281],"domain_scores_gemma":[0.9989656,0.0003950943,0.000061363084,0.000078628946,0.0003465297,0.00015280825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312362,0.0005484463,0.00030337402,0.00061049283,0.0049024643,0.0053569456,0.0005626509,0.0044542393,0.028167035],"category_scores_gemma":[0.0024507246,0.00028135834,0.00030168385,0.00039541099,0.0053840955,0.006036219,0.002231939,0.0057327603,0.011598953],"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":[0.000010685554,0.000020049174,0.00015333341,0.00007846516,0.000001564434,0.00008950267,0.0042092525,0.000037234873,0.00025637713,0.64112604,0.3282668,0.025750702],"study_design_scores_gemma":[0.0000014406994,0.0000033722338,0.00008715921,0.0000817369,5.87752e-7,0.00006369131,0.0006429862,0.000012824281,0.00004497371,0.017547589,0.98151106,0.0000025870042],"about_ca_topic_score_codex":0.0050571137,"about_ca_topic_score_gemma":0.014497875,"teacher_disagreement_score":0.028167035,"about_ca_system_score_codex":0.001994928,"about_ca_system_score_gemma":0.0030416893,"threshold_uncertainty_score":0.09422815},"labels":[],"label_agreement":null},{"id":"W3016558603","doi":"10.11647/obp.0186.14","title":"14. An Okanagan Worldview of Society","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Religion and Society Interactions","field":"Social Sciences","cited_by":0,"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; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Political science; Geography","score_opus":0.06689615488298455,"score_gpt":0.34948443714116384,"score_spread":0.2825882822581793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016558603","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":[0.01130784,0.0044866996,0.00025415962,0.0036986533,0.0003174918,0.000009918595,0.000034392237,0.000014296403,0.9798766],"genre_scores_gemma":[0.25776124,0.0064964164,0.00070451986,0.00183124,0.000083144725,0.000036809175,0.000066327455,0.000037080932,0.73298323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997694,0.00006237789,0.00000492136,0.000029535651,0.000039401322,0.00009434487],"domain_scores_gemma":[0.99992275,0.000009356169,0.000006417769,0.0000048553984,0.00003098248,0.000025613948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020656739,0.00037431036,0.00012523071,0.00043089603,0.008094676,0.004590814,0.00027747962,0.0007462263,0.014114834],"category_scores_gemma":[0.00019945108,0.00012654973,0.00012631151,0.0004964832,0.004057703,0.001902484,0.0016821288,0.0010278529,0.0023066446],"study_design_candidate":"not_applicable","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":[0.00002581771,0.00002838448,0.0029174918,0.00016589214,0.0000072172425,0.00049883995,0.12517747,0.00008647309,0.0011335341,0.6723572,0.120947264,0.07665445],"study_design_scores_gemma":[0.0000014576203,0.000007320368,0.0023078362,0.00013187468,0.0000031810891,0.0001549127,0.028076898,0.00002190675,0.000092297814,0.0065088808,0.9626873,0.0000060963753],"about_ca_topic_score_codex":0.088317215,"about_ca_topic_score_gemma":0.26511008,"teacher_disagreement_score":0.9116828,"about_ca_system_score_codex":0.0038877234,"about_ca_system_score_gemma":0.0033056918,"threshold_uncertainty_score":0.17560631},"labels":[],"label_agreement":null},{"id":"W3016606424","doi":"10.11647/obp.0186.22","title":"Introduction","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"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":"University of British Columbia; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Computer science","score_opus":0.0386814429268248,"score_gpt":0.3069865590157557,"score_spread":0.26830511608893093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016606424","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":[0.00087461853,0.0058225053,0.0031909277,0.0051656784,0.0036079376,0.00010616653,0.0018817418,0.00047340879,0.978877],"genre_scores_gemma":[0.006916266,0.0051325373,0.0027243677,0.002547579,0.0011314062,0.00010613454,0.002301427,0.00030630376,0.9788341],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924135,0.00010245816,0.000039110775,0.00020069309,0.00033040735,0.000085970336],"domain_scores_gemma":[0.99931574,0.00015243862,0.00003694637,0.00009330594,0.0002957434,0.000105804036],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006042352,0.00083799945,0.00052675366,0.0013767062,0.0020388423,0.005109895,0.0018206787,0.0024828967,0.38936222],"category_scores_gemma":[0.002388962,0.0002765874,0.00041681962,0.0015793918,0.001190038,0.0042360304,0.002568105,0.0022336205,0.21177976],"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":[0.000033579938,0.000046959995,0.00029146852,0.0003468104,0.0000038144522,0.00020010819,0.0012456055,0.00016545484,0.00039503782,0.18970534,0.6544245,0.15314128],"study_design_scores_gemma":[7.773456e-7,0.0000044458448,0.00007059369,0.00006950619,4.7236603e-7,0.00006709886,0.00009750944,0.0000132337345,0.000029813953,0.003976102,0.9956684,0.0000018676845],"about_ca_topic_score_codex":0.003607802,"about_ca_topic_score_gemma":0.0037930536,"teacher_disagreement_score":0.6106378,"about_ca_system_score_codex":0.0020405576,"about_ca_system_score_gemma":0.0017285766,"threshold_uncertainty_score":0.87100065},"labels":[],"label_agreement":null},{"id":"W3017095452","doi":"10.11647/obp.0186.09","title":"9. Confucian Cosmology and Ecological Ethics","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":3,"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":"University of British Columbia; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Environmental ethics; Cosmology; Ecology; Sociology; Philosophy; Physics; Biology; Astronomy","score_opus":0.11590556119588401,"score_gpt":0.3339361775513749,"score_spread":0.21803061635549087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017095452","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":[0.0029400948,0.0078390045,0.0045580054,0.015373479,0.00042256492,0.000018744533,0.000023367049,0.000023020073,0.9688016],"genre_scores_gemma":[0.45645338,0.009559012,0.010945929,0.0144482,0.0016244223,0.00023645676,0.000092990536,0.00016787167,0.50647175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987368,0.0006728347,0.00003443624,0.0001235903,0.00027450005,0.00015782706],"domain_scores_gemma":[0.9995524,0.00017047215,0.000034353092,0.000063438114,0.00013692403,0.000042383403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012071783,0.00046843925,0.0002774058,0.0007745816,0.0031706386,0.003950014,0.0006280704,0.0022852188,0.0066431644],"category_scores_gemma":[0.0016765035,0.00018633109,0.00036249586,0.0006087451,0.0124044875,0.0033633583,0.0018317341,0.0031462605,0.0017049741],"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":[0.0000012097743,0.0000021487353,0.000026123267,0.000009570198,5.255203e-7,0.000016166437,0.0005150745,0.00003689572,0.000029045663,0.99221003,0.004692548,0.0024606683],"study_design_scores_gemma":[0.00000346473,0.0000058186556,0.00021356641,0.00010435341,0.0000014106874,0.00008174756,0.00058460166,0.00018171461,0.00012376305,0.6452375,0.35345662,0.0000052673413],"about_ca_topic_score_codex":0.0060135345,"about_ca_topic_score_gemma":0.008192523,"teacher_disagreement_score":0.0066431644,"about_ca_system_score_codex":0.0044706906,"about_ca_system_score_gemma":0.0024572578,"threshold_uncertainty_score":0.032437265},"labels":[],"label_agreement":null},{"id":"W3017169382","doi":"10.11647/obp.0186.11","title":"11. Science, Storytelling, and Students","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"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":"University of British Columbia; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Storytelling; Action (physics); Psychology; Sociology; Pedagogy; Narrative; Art; Literature","score_opus":0.40835511904655925,"score_gpt":0.4540055977985646,"score_spread":0.04565047875200534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017169382","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":[0.0028158617,0.017132524,0.0020361824,0.0067893113,0.0012417561,0.000037425332,0.00006831078,0.00013665225,0.96974194],"genre_scores_gemma":[0.048722826,0.010375766,0.0012690185,0.0027954641,0.00045403407,0.00008317396,0.000095479074,0.00007614673,0.9361281],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997197,0.00013081334,0.000009509202,0.000028983026,0.00007022042,0.000040722785],"domain_scores_gemma":[0.9993414,0.0004163068,0.00004081642,0.000032798886,0.000075549135,0.00009311154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003275281,0.00050685304,0.00019940297,0.0005111432,0.0015496144,0.0066439607,0.0005605526,0.0015157682,0.038898904],"category_scores_gemma":[0.0014739808,0.00015039177,0.00023302228,0.000772423,0.0023208351,0.0047746147,0.001843033,0.0021796778,0.0065319673],"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":[0.000028287019,0.00008221844,0.00035199485,0.00034150726,0.000003512373,0.00022916422,0.019295244,0.00026867056,0.00042004226,0.565497,0.2367361,0.17674632],"study_design_scores_gemma":[0.000002782597,0.000016301288,0.00018014507,0.00017765518,0.0000013442831,0.00014567947,0.0023913311,0.00008366976,0.00011863371,0.025676891,0.97120214,0.0000034446384],"about_ca_topic_score_codex":0.0018525223,"about_ca_topic_score_gemma":0.0040266565,"teacher_disagreement_score":0.038898904,"about_ca_system_score_codex":0.0013608192,"about_ca_system_score_gemma":0.0010897368,"threshold_uncertainty_score":0.13012981},"labels":[],"label_agreement":null},{"id":"W3017180171","doi":"10.11647/obp.0186","title":"Living Earth Community","year":2020,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":15,"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":"U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Storytelling; Indigenous; Environmental ethics; Discipline; Traditional knowledge; Politics; Sociology; Reading (process); Ecology; Narrative; Social science; Political science; Biology; Literature","score_opus":0.10243264127619987,"score_gpt":0.3835143340086461,"score_spread":0.2810816927324462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017180171","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":[0.0011796494,0.0033580319,0.00065075204,0.0063677407,0.0020765492,0.00006072051,0.00011417139,0.00010372052,0.9860887],"genre_scores_gemma":[0.012051259,0.0017190846,0.0005869543,0.0016373252,0.00038839513,0.00004068217,0.0001359386,0.00010216267,0.98333824],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944025,0.0001283992,0.000016900554,0.00008770338,0.00023176681,0.000094963914],"domain_scores_gemma":[0.99964535,0.00005397384,0.000018863844,0.000035066892,0.00009655677,0.00015021514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003515051,0.000489354,0.00031651868,0.0007888674,0.005668782,0.0077890665,0.00091746857,0.00182454,0.10890057],"category_scores_gemma":[0.001221656,0.0001706375,0.00019174935,0.0010329457,0.0022846253,0.0054186415,0.0053401017,0.0021538916,0.028481597],"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":[0.000010008337,0.000024119507,0.00015857689,0.00015467554,0.000001977091,0.00021729553,0.0103752,0.00004465915,0.00025992724,0.21655297,0.6787593,0.09344136],"study_design_scores_gemma":[5.57924e-7,0.0000017775249,0.000058523827,0.00003903714,2.38374e-7,0.000042798245,0.0009208794,0.000009517931,0.000013387661,0.0021690475,0.9967429,0.0000013135464],"about_ca_topic_score_codex":0.007148316,"about_ca_topic_score_gemma":0.0187812,"teacher_disagreement_score":0.10890057,"about_ca_system_score_codex":0.0022896195,"about_ca_system_score_gemma":0.0031930688,"threshold_uncertainty_score":0.3643087},"labels":[],"label_agreement":null},{"id":"W3017268079","doi":"10.11647/obp.0186.01","title":"1. Creaturely Migrations on a Breathing Planet","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":3,"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":"University of British Columbia; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Planet; Heartbeat; Astrobiology; Uncanny; Computer science; Biology; Physics; Astronomy; Aesthetics; Art","score_opus":0.04396687606781255,"score_gpt":0.3074279111725383,"score_spread":0.26346103510472574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017268079","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":[0.004509757,0.013265099,0.0010340884,0.0023001856,0.0013016212,0.000022551463,0.00010466976,0.00010578063,0.9773562],"genre_scores_gemma":[0.02623618,0.011866231,0.0015946827,0.0014224405,0.00056016544,0.000021733566,0.0001296707,0.0001264336,0.95804244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99992037,0.00001580134,0.0000018395431,0.000021785669,0.000026091642,0.000014086907],"domain_scores_gemma":[0.99993694,0.000017041864,0.0000075795883,0.000008824835,0.000013085119,0.000016410646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012109188,0.0003451066,0.00016770247,0.0004468835,0.0016203683,0.001998864,0.00033356197,0.00062048854,0.030185679],"category_scores_gemma":[0.0003029142,0.00012504587,0.00019053518,0.0005506717,0.0014176557,0.0017127466,0.001009284,0.0013025184,0.012040266],"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":[0.000029191611,0.00003348779,0.00085963425,0.00031764637,0.0000048341976,0.00022558508,0.018465484,0.0002407316,0.001656666,0.40958408,0.30791023,0.26067236],"study_design_scores_gemma":[6.6107407e-7,0.000010053607,0.0006647555,0.000107348365,0.0000010566514,0.00014183288,0.0007004277,0.00002194235,0.00007150998,0.0042824005,0.9939955,0.0000025509596],"about_ca_topic_score_codex":0.0040838397,"about_ca_topic_score_gemma":0.011388853,"teacher_disagreement_score":0.030185679,"about_ca_system_score_codex":0.00062800513,"about_ca_system_score_gemma":0.0006454779,"threshold_uncertainty_score":0.10098112},"labels":[],"label_agreement":null},{"id":"W3017274523","doi":"10.11647/obp.0186.04","title":"4. Anthropology as Cosmic Diplomacy","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":12,"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":"University of British Columbia; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Diplomacy; Indigenous; Ethnography; COSMIC cancer database; Politics; Sociology; Epistemology; Environmental ethics; Political science; Anthropology; Social science; Philosophy; Ecology; Law; Biology","score_opus":0.015869667732402105,"score_gpt":0.25613590227937444,"score_spread":0.24026623454697232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017274523","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":[0.016182812,0.010972434,0.0036702438,0.011476488,0.0005256261,0.000028943889,0.000021746842,0.000038672075,0.95708305],"genre_scores_gemma":[0.7927229,0.005632709,0.0035502883,0.004553928,0.0007931129,0.00017844836,0.0000680973,0.00011076941,0.19238967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99909246,0.000533218,0.00001696756,0.00011658003,0.000096008574,0.00014487437],"domain_scores_gemma":[0.9996025,0.00017899531,0.000042398664,0.000081026104,0.0000517651,0.000043400767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009913198,0.00037576086,0.00023685987,0.0012592126,0.0043595806,0.0051259096,0.00057924393,0.0011837764,0.008661677],"category_scores_gemma":[0.001130466,0.00012756209,0.000268731,0.0010044809,0.019910375,0.0037067933,0.0025567305,0.002214856,0.00059917395],"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":[0.000003398427,0.000005843225,0.00015639527,0.000023400647,0.0000012512515,0.00005413274,0.007611241,0.000039758874,0.00006326628,0.9847627,0.0023557274,0.004922827],"study_design_scores_gemma":[0.0000093772605,0.000020678419,0.0011309858,0.00017951755,0.0000043740765,0.00015949365,0.009250551,0.00012489417,0.0001805243,0.3178828,0.6710495,0.000007286072],"about_ca_topic_score_codex":0.004483551,"about_ca_topic_score_gemma":0.006175058,"teacher_disagreement_score":0.008661677,"about_ca_system_score_codex":0.003963925,"about_ca_system_score_gemma":0.001645278,"threshold_uncertainty_score":0.028976202},"labels":[],"label_agreement":null},{"id":"W3017373099","doi":"10.11647/obp.0186.08","title":"8. Affectual Insight","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Religion, Ecology, and Ethics","field":"Social Sciences","cited_by":0,"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":"University of British Columbia; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Hinduism; Vulnerability (computing); Natural (archaeology); Beauty; Value (mathematics); Epistemology; Sociology; Aesthetics; Psychology; Ecology; Environmental ethics; Philosophy; Geography; Mathematics; Religious studies; Computer science; Biology; Archaeology","score_opus":0.06519958149944788,"score_gpt":0.32030749882671844,"score_spread":0.25510791732727056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017373099","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":[0.006159105,0.0014661925,0.0068988474,0.004973389,0.0004983606,0.000015653903,0.00003158733,0.00005349279,0.9799034],"genre_scores_gemma":[0.65876687,0.0026873131,0.0065827724,0.007055118,0.00086626003,0.00010807673,0.00007519141,0.0001345124,0.3237239],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914885,0.00042325404,0.000014785278,0.00009189283,0.00019409368,0.00012713893],"domain_scores_gemma":[0.9995845,0.00018725019,0.000037718644,0.000043879,0.00010328913,0.000043346376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008761691,0.00042711853,0.00015945073,0.00072644703,0.0025558772,0.0037897397,0.0005668373,0.0014571588,0.016135687],"category_scores_gemma":[0.0018086574,0.000120769815,0.00033648635,0.00034435137,0.009148817,0.003299542,0.0017697689,0.0025552718,0.0029341693],"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":[0.000007104824,0.000009506144,0.00009288596,0.00002305377,0.0000017020805,0.00010936034,0.008781193,0.000032688768,0.00023427504,0.9800055,0.00499322,0.005709581],"study_design_scores_gemma":[0.000012252818,0.00002978402,0.0011516756,0.00017009221,0.000008972308,0.00064818055,0.013394497,0.00036790894,0.00064945215,0.42389446,0.55965865,0.0000141748305],"about_ca_topic_score_codex":0.0013486429,"about_ca_topic_score_gemma":0.0014815108,"teacher_disagreement_score":0.016135687,"about_ca_system_score_codex":0.0013646609,"about_ca_system_score_gemma":0.00061555725,"threshold_uncertainty_score":0.053979278},"labels":[],"label_agreement":null},{"id":"W3035080657","doi":"10.11647/obp.0203.21","title":"21. Decolonizing and Indigenizing Discourses in a Canadian Context","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Multilingual Education and Policy","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":"Context (archaeology); Sociology; History; Archaeology","score_opus":0.08124276500150228,"score_gpt":0.40375482136151297,"score_spread":0.3225120563600107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035080657","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":[0.019304324,0.023207506,0.0012575905,0.02086877,0.000845744,0.000041834934,0.00012394371,0.000080926766,0.9342693],"genre_scores_gemma":[0.59633374,0.01725735,0.0020532995,0.0065092184,0.00026625485,0.000075673765,0.00015875985,0.00020516092,0.37714052],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99759126,0.00051535934,0.00003674618,0.00021392414,0.00087597634,0.0007667964],"domain_scores_gemma":[0.99890816,0.0002649518,0.00006428384,0.00004827345,0.0004863857,0.00022786211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017057273,0.000994873,0.00041782466,0.0028433385,0.031219471,0.011776006,0.0020095052,0.002768683,0.010116931],"category_scores_gemma":[0.0024150857,0.00031327218,0.00046405793,0.0044145957,0.04105178,0.0046545886,0.0037340897,0.0037897003,0.0011619377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019675806,0.000010969497,0.00056861265,0.00012261698,0.0000039325428,0.00047767046,0.2629415,0.00016140971,0.00035612605,0.65190995,0.057660088,0.025767434],"study_design_scores_gemma":[0.0000040537616,0.000008054259,0.0019419836,0.00025927005,0.0000068534855,0.0002807332,0.083505645,0.00009470342,0.00025532933,0.01902946,0.89457655,0.000037291487],"about_ca_topic_score_codex":0.96185535,"about_ca_topic_score_gemma":0.9785306,"teacher_disagreement_score":0.091410495,"about_ca_system_score_codex":0.091410495,"about_ca_system_score_gemma":0.08394695,"threshold_uncertainty_score":0.6632327},"labels":[],"label_agreement":null},{"id":"W3048098161","doi":"10.11647/obp.0200","title":"Introducing Vigilant Audiences","year":2020,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","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":"Université de Montréal; International Centre for Comparative Criminology; Université Laval","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"History","score_opus":0.016857849383976064,"score_gpt":0.2641540732461829,"score_spread":0.24729622386220684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048098161","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":[0.046300188,0.014230115,0.026058408,0.07043944,0.017428381,0.0002081253,0.00006122158,0.00038455552,0.82488954],"genre_scores_gemma":[0.6384799,0.011130269,0.011549561,0.032760672,0.011554932,0.0005653837,0.00009267421,0.0007835717,0.2930831],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99439776,0.0034902678,0.00013073203,0.00054829865,0.0009286797,0.0005042551],"domain_scores_gemma":[0.9948895,0.0033113123,0.0003371818,0.00042543502,0.0004633023,0.00057324534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037189939,0.0008626575,0.00044422218,0.0015999433,0.008037677,0.011079498,0.0015810935,0.0045971377,0.012725728],"category_scores_gemma":[0.009189759,0.0003433761,0.0005645405,0.0007927642,0.014827844,0.014950849,0.010922414,0.0065340814,0.0029139207],"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":[0.00002517408,0.00005790748,0.0008686744,0.00020149785,0.0000074153672,0.0006440157,0.17934251,0.00009106383,0.001265784,0.7286476,0.053382818,0.035465483],"study_design_scores_gemma":[0.0000057540606,0.00005787315,0.00025936597,0.00043530323,0.0000066522102,0.0004522194,0.029576294,0.00012221439,0.00033149807,0.060729127,0.9080074,0.000016313832],"about_ca_topic_score_codex":0.0008013998,"about_ca_topic_score_gemma":0.0012935479,"teacher_disagreement_score":0.012725728,"about_ca_system_score_codex":0.0025580782,"about_ca_system_score_gemma":0.0013265711,"threshold_uncertainty_score":0.042571843},"labels":[],"label_agreement":null},{"id":"W3084084021","doi":"10.11647/obp.0251","title":"Human Evolutionary Demography","year":2024,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":16,"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":"Natural Environment Research Council; Danmarks Frie Forskningsfond; Wellcome Trust","keywords":"Demography; Geography; Evolutionary biology; Biology; Sociology","score_opus":0.028004753892283202,"score_gpt":0.3264122312677413,"score_spread":0.29840747737545814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084084021","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":[0.01674335,0.05602326,0.024858922,0.025707223,0.004626566,0.0001722897,0.005167368,0.00045975804,0.8662413],"genre_scores_gemma":[0.42511597,0.094772115,0.047997378,0.0072013014,0.0044445884,0.00036349884,0.0068686237,0.00045242388,0.41278407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99959713,0.0002007498,0.000016606493,0.00008278032,0.00006314391,0.000039651935],"domain_scores_gemma":[0.99972135,0.00012264971,0.00002255072,0.000042450196,0.000059706435,0.000031298005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006554496,0.00036821453,0.00028006622,0.0016035929,0.00092602253,0.0023263686,0.00037552664,0.00073415437,0.02865403],"category_scores_gemma":[0.0014428227,0.00012363555,0.00025414306,0.001814518,0.0013565884,0.002185861,0.0013112944,0.0011217523,0.003906155],"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":[0.000017440054,0.000008234556,0.0025380019,0.0003115955,0.000021172134,0.00017203609,0.0049893004,0.0009894689,0.00022286702,0.554923,0.22675644,0.20905039],"study_design_scores_gemma":[0.0000016027003,0.000010468775,0.004096821,0.00020501296,0.0000038452245,0.00028805912,0.0011169884,0.00029233325,0.000058298607,0.049934186,0.9439825,0.000009971367],"about_ca_topic_score_codex":0.003922939,"about_ca_topic_score_gemma":0.0052679963,"teacher_disagreement_score":0.02865403,"about_ca_system_score_codex":0.0012842255,"about_ca_system_score_gemma":0.0007953653,"threshold_uncertainty_score":0.09585732},"labels":[],"label_agreement":null},{"id":"W3084785985","doi":"10.11647/obp.0218.13","title":"10. Memories from Yonder","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"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":"York University; University of Hull; New York Community Trust; University of Virginia; Andy Warhol Foundation for the Visual Arts; New York Foundation for the Arts","keywords":"Psychology; History","score_opus":0.04971018692992404,"score_gpt":0.27939438511392983,"score_spread":0.2296841981840058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084785985","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":[0.07738359,0.04967414,0.0008488811,0.10002532,0.012205274,0.000045938985,0.0002418236,0.00019660474,0.7593783],"genre_scores_gemma":[0.45932797,0.02118161,0.00046099903,0.032120556,0.0029488201,0.00009367979,0.00017444357,0.00037426845,0.48331764],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992754,0.00025832732,0.000022664779,0.00010833373,0.000169039,0.00016630374],"domain_scores_gemma":[0.99948055,0.00020038421,0.000047294172,0.00006760417,0.00010304876,0.00010115995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007385214,0.0005375835,0.00025412077,0.0007387309,0.009881871,0.006933803,0.0007750896,0.0024680651,0.021421338],"category_scores_gemma":[0.0029805482,0.00028136102,0.00018284036,0.0006588833,0.0062322863,0.0069081425,0.0050257854,0.005836026,0.003266201],"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":[0.0000830427,0.00002755118,0.00088524836,0.00019116941,0.000010350015,0.0022309828,0.30192798,0.000032653683,0.001014173,0.14094189,0.51707566,0.03557934],"study_design_scores_gemma":[0.0000022782845,0.000009781662,0.00042442683,0.00020072592,0.0000034988059,0.0008095436,0.05181343,0.000010672368,0.00024034124,0.0012143067,0.94526047,0.000010481658],"about_ca_topic_score_codex":0.015077088,"about_ca_topic_score_gemma":0.041510444,"teacher_disagreement_score":0.021421338,"about_ca_system_score_codex":0.0032234478,"about_ca_system_score_gemma":0.0011634694,"threshold_uncertainty_score":0.07166153},"labels":[],"label_agreement":null},{"id":"W3085818169","doi":"10.11647/obp.0218.17","title":"13. A Daughter’s Journey from Indenture to Windrush","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"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":"York University; University of Hull; New York Community Trust; University of Virginia; Andy Warhol Foundation for the Visual Arts; New York Foundation for the Arts","keywords":"Daughter; Art; History; Genealogy; Political science; Law","score_opus":0.05372811763727024,"score_gpt":0.2996960537588892,"score_spread":0.24596793612161894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085818169","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":[0.19925979,0.020238485,0.00049251894,0.06846546,0.0030404492,0.000053760807,0.0002147651,0.00009422797,0.7081406],"genre_scores_gemma":[0.45819062,0.010109082,0.00047965278,0.00959614,0.00044633963,0.00005043585,0.000106887004,0.00011545167,0.5209054],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997329,0.00006174265,0.000006541814,0.000031416854,0.00006866968,0.00009866824],"domain_scores_gemma":[0.99978715,0.0000407836,0.000017914357,0.000010799274,0.000051502084,0.00009194286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031112827,0.00024679457,0.00016748976,0.00033994578,0.009917888,0.0028138128,0.00042549925,0.00119501,0.014427179],"category_scores_gemma":[0.0008718382,0.00021878543,0.00011462647,0.00036807067,0.0024420458,0.0021554488,0.0024940607,0.002817204,0.0031570196],"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":[0.000061926265,0.000053009982,0.0031075133,0.00018090164,0.0000046187274,0.012086705,0.64123136,0.00002138152,0.001320991,0.06854169,0.21048225,0.06290762],"study_design_scores_gemma":[0.0000028269983,0.000016359485,0.0017135497,0.00015487542,0.0000021085664,0.0025123951,0.11977208,0.000006317129,0.00015257756,0.0005644243,0.8750964,0.0000060911184],"about_ca_topic_score_codex":0.023521716,"about_ca_topic_score_gemma":0.086336434,"teacher_disagreement_score":0.023521716,"about_ca_system_score_codex":0.0022602053,"about_ca_system_score_gemma":0.001634009,"threshold_uncertainty_score":0.04826373},"labels":[],"label_agreement":null},{"id":"W3086072603","doi":"10.11647/obp.0218.11","title":"8. So I Pick Up Me New-World-Self","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"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":"York University; University of Hull; New York Community Trust; University of Virginia; Andy Warhol Foundation for the Visual Arts; New York Foundation for the Arts","keywords":"Geography","score_opus":0.04347659333066946,"score_gpt":0.2882499199739484,"score_spread":0.24477332664327894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086072603","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":[0.0024018257,0.005807759,0.00048258933,0.013420994,0.001087259,0.000016112366,0.000039466548,0.00004346876,0.9767005],"genre_scores_gemma":[0.0438255,0.0035006318,0.00059030246,0.0045427955,0.00027464697,0.00003480686,0.000051129067,0.000065365886,0.94711477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997789,0.00007639005,0.0000046309915,0.000027557913,0.00007207786,0.000040401377],"domain_scores_gemma":[0.9998523,0.00003496424,0.000010718374,0.000010748859,0.00004802607,0.000043231114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024372477,0.00043346122,0.000117958894,0.00041068878,0.0033374322,0.0035682586,0.00035990353,0.0010980002,0.022118414],"category_scores_gemma":[0.0005332451,0.000095436124,0.00013965099,0.00037745346,0.0036469586,0.0033942421,0.0016164413,0.0022467107,0.01009224],"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":[0.0000112818525,0.000021165624,0.00027134106,0.00011349825,0.0000018789124,0.00025514272,0.03656867,0.00003754712,0.0003376036,0.4928732,0.4196714,0.049837332],"study_design_scores_gemma":[0.0000010186653,0.0000034184545,0.00016409294,0.000070899434,4.993353e-7,0.00013039855,0.006611221,0.000013692021,0.000056504992,0.006612627,0.98633355,0.000002166446],"about_ca_topic_score_codex":0.008704132,"about_ca_topic_score_gemma":0.029197268,"teacher_disagreement_score":0.022118414,"about_ca_system_score_codex":0.0021965695,"about_ca_system_score_gemma":0.0012992177,"threshold_uncertainty_score":0.073993504},"labels":[],"label_agreement":null},{"id":"W3086639147","doi":"10.11647/obp.0218.14","title":"11. A Trace | Evidence of Time Past","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"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":"York University; University of Hull; New York Community Trust; University of Virginia; Andy Warhol Foundation for the Visual Arts; New York Foundation for the Arts","keywords":"TRACE (psycholinguistics); Deep time; History; Geology; Philosophy; Paleontology; Linguistics","score_opus":0.05656755246494454,"score_gpt":0.29942901094330165,"score_spread":0.2428614584783571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086639147","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":[0.009347659,0.021809645,0.0015695432,0.0521983,0.0020295954,0.000022310756,0.0002838121,0.000057980404,0.9126812],"genre_scores_gemma":[0.5194964,0.01649477,0.0017082227,0.020291902,0.0011598252,0.00006827048,0.00037376027,0.00024063475,0.4401662],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989753,0.0004274063,0.000021686054,0.00012638143,0.0002741859,0.00017514743],"domain_scores_gemma":[0.9986646,0.0006161157,0.00009371711,0.00016462004,0.00032092468,0.0001399602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012446666,0.0005003225,0.0002012339,0.0014666106,0.008443567,0.009127789,0.0010760829,0.0023951111,0.014492249],"category_scores_gemma":[0.0037009884,0.00023499732,0.0002072984,0.0017534816,0.023168871,0.011532781,0.0027177664,0.0041467436,0.0019672897],"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":[0.000019900517,0.000008186433,0.0005062041,0.00009247847,0.0000030602193,0.00028674366,0.05403411,0.00003648402,0.00010265488,0.8594349,0.07279879,0.0126765305],"study_design_scores_gemma":[0.0000038740427,0.0000055528303,0.00087453984,0.00034237464,0.0000036518738,0.00021692566,0.028767446,0.00003973187,0.00016567566,0.045458592,0.92410934,0.000012210293],"about_ca_topic_score_codex":0.17061526,"about_ca_topic_score_gemma":0.34754318,"teacher_disagreement_score":0.17061526,"about_ca_system_score_codex":0.009103716,"about_ca_system_score_gemma":0.008714124,"threshold_uncertainty_score":0.3392443},"labels":[],"label_agreement":null},{"id":"W3086729796","doi":"10.11647/obp.0218.03","title":"2. Until I Hear from You","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"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":"York University; University of Hull; New York Community Trust; University of Virginia; Andy Warhol Foundation for the Visual Arts; New York Foundation for the Arts","keywords":"Art","score_opus":0.04692404987199709,"score_gpt":0.28302517343081307,"score_spread":0.236101123558816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086729796","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":[0.0061083054,0.0049986076,0.0009547341,0.033845607,0.0032039664,0.000057477075,0.0002256002,0.00023559485,0.9503702],"genre_scores_gemma":[0.055586677,0.0021179782,0.00060658035,0.013337472,0.0004373314,0.000053738197,0.000110094865,0.00025325286,0.92749697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993012,0.00015472902,0.00001334791,0.00013001065,0.00020289421,0.00019783764],"domain_scores_gemma":[0.99953926,0.00007550373,0.000031676118,0.00003962174,0.00019183308,0.00012207791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005039349,0.0006197394,0.0002505938,0.0005940942,0.009872264,0.0056080227,0.00072331907,0.002202455,0.056466464],"category_scores_gemma":[0.0018438183,0.00024420532,0.0002883952,0.0005754919,0.0046269656,0.004835377,0.0030670727,0.0043466906,0.034531474],"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":[0.00003812356,0.000026133781,0.00072483264,0.0002243449,0.00000533522,0.00052649935,0.1610242,0.00002603557,0.00088686944,0.1270284,0.64568347,0.06380564],"study_design_scores_gemma":[0.0000015031851,0.000004147958,0.00032602283,0.00009582211,0.0000015797535,0.0001731283,0.021871425,0.000009843919,0.00008194021,0.0011780174,0.9762506,0.0000059303024],"about_ca_topic_score_codex":0.07778647,"about_ca_topic_score_gemma":0.13345388,"teacher_disagreement_score":0.07778647,"about_ca_system_score_codex":0.002518604,"about_ca_system_score_gemma":0.0028306406,"threshold_uncertainty_score":0.1888991},"labels":[],"label_agreement":null},{"id":"W3086868048","doi":"10.11647/obp.0218.16","title":"12. Concrete and Filigree","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"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":"York University; University of Hull; New York Community Trust; University of Virginia; Andy Warhol Foundation for the Visual Arts; New York Foundation for the Arts","keywords":"Forensic engineering; Engineering","score_opus":0.04694495218639906,"score_gpt":0.27574062369521696,"score_spread":0.2287956715088179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086868048","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":[0.021889536,0.011106301,0.0014532523,0.06124367,0.0016052888,0.000027190594,0.00007128955,0.00007559572,0.9025279],"genre_scores_gemma":[0.4036128,0.0053104614,0.001086157,0.01754182,0.0005308157,0.000116209085,0.000094673305,0.00013416682,0.5715729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991026,0.00043317405,0.000018020453,0.00013096082,0.00012707486,0.00018824021],"domain_scores_gemma":[0.99963605,0.00010492762,0.000033142274,0.000045615983,0.000074372045,0.00010584774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006457767,0.00052226166,0.00018907632,0.00061283226,0.009277598,0.0063811177,0.000644494,0.0022972985,0.013618998],"category_scores_gemma":[0.0015108006,0.0001531255,0.00016442798,0.0007487451,0.013938837,0.005538704,0.003723622,0.0030387274,0.0029138292],"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":[0.000017293434,0.000019940799,0.0006710809,0.00008552267,0.0000026803878,0.00038105043,0.14934763,0.00004206734,0.00017375607,0.7141689,0.10886898,0.026221076],"study_design_scores_gemma":[0.0000024147876,0.0000060394423,0.0007181019,0.0001849636,0.000001711487,0.00011650799,0.04803776,0.000018958053,0.00006547496,0.0153844915,0.93545777,0.000005876785],"about_ca_topic_score_codex":0.030340442,"about_ca_topic_score_gemma":0.07338223,"teacher_disagreement_score":0.030340442,"about_ca_system_score_codex":0.0044696187,"about_ca_system_score_gemma":0.0030853387,"threshold_uncertainty_score":0.06032765},"labels":[],"label_agreement":null},{"id":"W3096839190","doi":"10.11647/obp.0226.01","title":"1. Listening as an Innu-French Contact Zone in the Jesuit Relations","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","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":"Active listening; Indigenous; Documentation; History; Sound (geography); Geography; Sociology; Communication; Acoustics","score_opus":0.042957406972674216,"score_gpt":0.23700931941328007,"score_spread":0.19405191244060585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096839190","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":[0.1208304,0.012490102,0.00097503245,0.0042264834,0.00022847955,0.00002564582,0.000056350178,0.000056929985,0.8611106],"genre_scores_gemma":[0.84743863,0.004032297,0.00051389524,0.0006724366,0.000114559385,0.00001851275,0.00004280931,0.000049402654,0.14711742],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995709,0.00015999943,0.000005541629,0.000048708775,0.00008856947,0.00012629999],"domain_scores_gemma":[0.99979275,0.00009292592,0.000017250853,0.0000107282585,0.00003840161,0.00004798155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044124556,0.0004043849,0.00018617872,0.0008252253,0.0100192875,0.005744225,0.0005203315,0.001141396,0.0079580825],"category_scores_gemma":[0.00052866834,0.00012986676,0.00014907453,0.0012195325,0.010211223,0.0017032332,0.0015532839,0.0013362837,0.0008809739],"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":[0.000050204937,0.000025613188,0.0021003343,0.00019580647,0.0000041272865,0.0011014835,0.626761,0.00010798044,0.0014670802,0.30900487,0.009992593,0.04918898],"study_design_scores_gemma":[0.0000037392479,0.000054989734,0.012523312,0.00039637,0.000008618156,0.0013507028,0.23853365,0.00018583247,0.00074237376,0.0067315362,0.73944443,0.000024434987],"about_ca_topic_score_codex":0.32779863,"about_ca_topic_score_gemma":0.5730773,"teacher_disagreement_score":0.32779863,"about_ca_system_score_codex":0.011623722,"about_ca_system_score_gemma":0.0035462237,"threshold_uncertainty_score":0.65178126},"labels":[],"label_agreement":null},{"id":"W3136115284","doi":"10.11647/obp.0213.17","title":"Against Frontier Sustainability (or, Breaking Up with The High Frontier)","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Frontier; Sustainability; Economics; Economic geography; Natural resource economics; Geography; Ecology; Biology; Archaeology","score_opus":0.010141118442680922,"score_gpt":0.21261768055553357,"score_spread":0.20247656211285264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136115284","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":[0.00076287676,0.080415286,0.0030923511,0.070487656,0.025032619,0.000022760569,0.00006844363,0.0002202447,0.8198978],"genre_scores_gemma":[0.01078429,0.038280018,0.0028249426,0.029766826,0.007894464,0.00003722532,0.00008499388,0.00029253634,0.9100349],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99942696,0.00012804018,0.000015045491,0.00006666405,0.00029642778,0.000066952154],"domain_scores_gemma":[0.99952304,0.00023305076,0.000027849503,0.000043294385,0.00009512351,0.00007763126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071573193,0.0006109841,0.00037008675,0.00084319897,0.0023992553,0.008073558,0.0007031373,0.002498373,0.042906582],"category_scores_gemma":[0.0017531969,0.00020771666,0.00035137698,0.00103483,0.0040683984,0.008095349,0.0031363205,0.0045287265,0.017997285],"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":[0.0000067232136,0.000011904658,0.00004327501,0.00011400217,0.0000022790052,0.000027796606,0.00059716153,0.00008227079,0.00017604626,0.31741142,0.6261412,0.055385817],"study_design_scores_gemma":[7.840394e-7,0.0000030308422,0.000028906645,0.00008746108,6.595942e-7,0.000023146298,0.0002485106,0.00002146085,0.00003505294,0.0334083,0.9661406,0.0000020267528],"about_ca_topic_score_codex":0.0016306977,"about_ca_topic_score_gemma":0.005127778,"teacher_disagreement_score":0.042906582,"about_ca_system_score_codex":0.0014582964,"about_ca_system_score_gemma":0.0024859668,"threshold_uncertainty_score":0.1435368},"labels":[],"label_agreement":null},{"id":"W3136170812","doi":"10.11647/obp.0213.27","title":"16. Econferences Are Not the Same, but Are They Good Enough?","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"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":"University of Alberta","keywords":"Face (sociological concept); Event (particle physics); Media studies; History; Political science; Sociology; Social science","score_opus":0.0668953225877454,"score_gpt":0.2871046868693315,"score_spread":0.2202093642815861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136170812","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":[0.0019906037,0.017352592,0.0008821347,0.055214994,0.009223927,0.00002158401,0.000083432176,0.0001055261,0.91512525],"genre_scores_gemma":[0.019894175,0.010058636,0.0008673708,0.017218009,0.0018621901,0.000043061136,0.000108975066,0.00015486826,0.9497927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864596,0.0005009465,0.00005711587,0.00016006906,0.00039425213,0.00024155558],"domain_scores_gemma":[0.9986701,0.0004283927,0.00008692612,0.00015184942,0.00033528914,0.00032751152],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015530207,0.0004965684,0.00036128974,0.00078081636,0.0036240076,0.016051477,0.00096678606,0.0029497915,0.06866491],"category_scores_gemma":[0.004522896,0.00027569226,0.0003432938,0.0019897372,0.003906823,0.014685884,0.003689688,0.004184417,0.026765078],"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":[0.000019174644,0.000025934585,0.00036138867,0.00017168162,0.0000042103916,0.00006926437,0.003253252,0.000041919837,0.0001139369,0.38648123,0.5167241,0.09273388],"study_design_scores_gemma":[0.0000026415478,0.000008159393,0.00022034135,0.00015359437,0.000001955968,0.00006597065,0.0014388375,0.000014092468,0.00004245419,0.01015408,0.9878939,0.0000038934586],"about_ca_topic_score_codex":0.003930414,"about_ca_topic_score_gemma":0.0116415555,"teacher_disagreement_score":0.9839485,"about_ca_system_score_codex":0.0024097243,"about_ca_system_score_gemma":0.0026173561,"threshold_uncertainty_score":0.229707},"labels":[],"label_agreement":null},{"id":"W3136870317","doi":"10.11647/obp.0213.19","title":"12. The Weight of The Digital: Experiencing Infrastructure with InfraVU","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"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":"University of Alberta","keywords":"Digital humanities; Foregrounding; Digital culture; Humanism; The arts; Humanities; Narrative; Sociology; Engineering ethics; Political science; Engineering; Media studies; Art; Visual arts; Literature","score_opus":0.019161525925032934,"score_gpt":0.20119920902579622,"score_spread":0.1820376831007633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136870317","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":[0.010156422,0.008425733,0.003820403,0.008246827,0.00059028907,0.000022988488,0.000048426344,0.00008750416,0.96860147],"genre_scores_gemma":[0.398818,0.012334779,0.0041383137,0.0042993193,0.0002641964,0.00011791196,0.0001286306,0.00023902848,0.5796598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995616,0.00020399084,0.00000647545,0.000053243275,0.0001031769,0.00007147175],"domain_scores_gemma":[0.9998455,0.00007155644,0.0000110493875,0.000016783353,0.00002478598,0.000030230529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039694906,0.0003269235,0.00016012814,0.0006730183,0.0041532866,0.008643095,0.00058680365,0.0016393446,0.012981887],"category_scores_gemma":[0.00072954403,0.00021784124,0.00018357896,0.0011295974,0.0065633943,0.007325354,0.0036600148,0.0022906438,0.0026407058],"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":[0.00000844741,0.0000112766975,0.00028995585,0.00008249503,0.000001954719,0.00020335207,0.03561333,0.00014205987,0.000220216,0.87569326,0.051165804,0.036567904],"study_design_scores_gemma":[0.0000016684971,0.0000112391845,0.00042406513,0.00020064706,0.0000022312527,0.00027441236,0.017720168,0.00010025433,0.00022641128,0.03201631,0.9490154,0.0000073241636],"about_ca_topic_score_codex":0.00759264,"about_ca_topic_score_gemma":0.020112375,"teacher_disagreement_score":0.012981887,"about_ca_system_score_codex":0.0036725684,"about_ca_system_score_gemma":0.0022351001,"threshold_uncertainty_score":0.04342878},"labels":[],"label_agreement":null},{"id":"W3137643568","doi":"10.11647/obp.0213.26","title":"15. An Intro to Econferences","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Conferences and Exhibitions Management","field":"Social Sciences","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 Alberta","funders":"University of Alberta","keywords":"Argument (complex analysis); Value (mathematics); Public relations; Political science; Engineering; Computer science","score_opus":0.07123357717777301,"score_gpt":0.3328678886139179,"score_spread":0.2616343114361449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137643568","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":[0.000973016,0.0055053374,0.00888222,0.0041042166,0.0024316506,0.000065659515,0.00018334933,0.00031380224,0.9775407],"genre_scores_gemma":[0.027409164,0.0066355155,0.008900716,0.0038608508,0.0016902129,0.00020485035,0.00033533436,0.0006028703,0.9503606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983626,0.0007227397,0.000087366694,0.00020983779,0.0004490461,0.00016845769],"domain_scores_gemma":[0.9976834,0.0014357879,0.000088632514,0.00024855306,0.00039843647,0.00014520469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012625398,0.000791366,0.00037646753,0.0022202611,0.0040855333,0.009545369,0.0018527762,0.003414664,0.13832429],"category_scores_gemma":[0.0061062635,0.0005430668,0.0005203441,0.0034032417,0.003862147,0.009991273,0.004266729,0.0036713213,0.04657371],"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":[0.000017149117,0.000024261752,0.00013023682,0.0001891403,0.0000020564316,0.0001539139,0.0030796991,0.00014729446,0.00016257478,0.75300795,0.17780556,0.065280125],"study_design_scores_gemma":[0.0000016018537,0.000006443864,0.00008296474,0.000104989944,7.5982933e-7,0.00012558427,0.00050026167,0.000074159616,0.00006851673,0.018096603,0.9809332,0.0000050672274],"about_ca_topic_score_codex":0.004411713,"about_ca_topic_score_gemma":0.007860231,"teacher_disagreement_score":0.13832429,"about_ca_system_score_codex":0.0035386747,"about_ca_system_score_gemma":0.002258178,"threshold_uncertainty_score":0.46274084},"labels":[],"label_agreement":null},{"id":"W3138577276","doi":"10.11647/obp.0213.11","title":"Art and/in the Anthropocene","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":0,"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":"University of Alberta","keywords":"Anthropocene; Plea; Context (archaeology); Environmental ethics; Economic Justice; Sociology; Sustainability; Ecology; History; Political science; Law; Archaeology; Philosophy","score_opus":0.030556970672075974,"score_gpt":0.24925872401952662,"score_spread":0.21870175334745065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138577276","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":[0.0022214125,0.026774505,0.0016396055,0.022383308,0.004794704,0.000018276047,0.000026599912,0.00003828426,0.94210327],"genre_scores_gemma":[0.06198091,0.023715895,0.0019142716,0.012889894,0.0037425596,0.00007469402,0.00006169369,0.00019489476,0.8954254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999592,0.00019786766,0.000008401235,0.000046757174,0.000108725195,0.00004624135],"domain_scores_gemma":[0.9997117,0.00017421132,0.000014884843,0.000028286177,0.000032126067,0.000038741826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064571167,0.00048056283,0.0002403104,0.0008613392,0.0040459824,0.0051961546,0.00045483917,0.0015195155,0.021553794],"category_scores_gemma":[0.0007712179,0.00015607833,0.00021278305,0.001093844,0.007162236,0.005465541,0.002735598,0.0031817227,0.0032756657],"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":[0.00001034382,0.000023999444,0.000082905026,0.0001246425,0.0000021508008,0.00009954924,0.010648648,0.00008056409,0.0002744449,0.78210616,0.16769363,0.038852945],"study_design_scores_gemma":[8.99351e-7,0.0000029992407,0.0000737562,0.00010403097,6.1957974e-7,0.000053371954,0.0016064041,0.000014238528,0.000051202394,0.022149997,0.9759405,0.0000019380682],"about_ca_topic_score_codex":0.0013107749,"about_ca_topic_score_gemma":0.004500146,"teacher_disagreement_score":0.021553794,"about_ca_system_score_codex":0.0016293166,"about_ca_system_score_gemma":0.0012949223,"threshold_uncertainty_score":0.07210457},"labels":[],"label_agreement":null},{"id":"W3138586061","doi":"10.11647/obp.0213.12","title":"The Aesthetics of Hidden Ecologies","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"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":"University of Alberta","keywords":"Aesthetics; Indeterminate; Sociology; Environmental ethics; Epistemology; Art; Philosophy; Mathematics; Pure mathematics","score_opus":0.04620131556217081,"score_gpt":0.3222078164714226,"score_spread":0.2760065009092518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138586061","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":[0.0068721576,0.025547089,0.034165572,0.039315723,0.005967492,0.000022063638,0.00013431709,0.0003070602,0.88766855],"genre_scores_gemma":[0.35433173,0.018996911,0.017443158,0.008641884,0.0048902533,0.00012441084,0.00016205697,0.0011100648,0.5942994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992368,0.0004492883,0.000015454098,0.000058715206,0.00017573846,0.00006400715],"domain_scores_gemma":[0.9986481,0.0009834771,0.000053823613,0.00018368733,0.000068919086,0.000061967854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011418756,0.0006872742,0.00033001113,0.0010267935,0.0022928994,0.0075850985,0.0008041932,0.0012331301,0.02210832],"category_scores_gemma":[0.002654107,0.0002677525,0.0003469093,0.00088243646,0.012420158,0.0068643275,0.0036870574,0.0037148374,0.0023481168],"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":[0.0000066728644,0.000004532295,0.00005226028,0.000036217072,0.000002697971,0.000038358427,0.0022637292,0.0002870968,0.00006473761,0.96642095,0.022687072,0.008135743],"study_design_scores_gemma":[0.00000514385,0.000006889891,0.000100654324,0.00009790917,0.000002832307,0.000099490586,0.0015412726,0.0005363863,0.00006381537,0.49013788,0.50739866,0.000009091639],"about_ca_topic_score_codex":0.0015426736,"about_ca_topic_score_gemma":0.0040912316,"teacher_disagreement_score":0.02210832,"about_ca_system_score_codex":0.0017274348,"about_ca_system_score_gemma":0.0008715292,"threshold_uncertainty_score":0.07395971},"labels":[],"label_agreement":null},{"id":"W3139196921","doi":"10.11647/obp.0213.05","title":"5. Impact of the Digital Revolution on Worldwide Energy Consumption","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":0,"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":"University of Alberta","keywords":"Consumption (sociology); Energy (signal processing); Function (biology); Energy consumption; Multitude; The Internet; Environmental economics; Computer science; Electrical engineering; Internet privacy; Advertising; Telecommunications; Engineering; Business; Economics; World Wide Web; Political science; Mathematics; Law; Sociology; Statistics","score_opus":0.020444110915460743,"score_gpt":0.2465935917447014,"score_spread":0.22614948082924066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139196921","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":[0.0057590567,0.06268332,0.00069734687,0.010712942,0.0018804688,0.000010979848,0.00048157148,0.00010603785,0.9176682],"genre_scores_gemma":[0.20287529,0.29057294,0.0029553836,0.011178411,0.0026939511,0.00005804012,0.0014427908,0.00032097904,0.48790213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979633,0.000028084012,0.0000058322676,0.00002568987,0.00010464492,0.00003938946],"domain_scores_gemma":[0.99983776,0.000054391596,0.000014489695,0.000015516587,0.000056662186,0.000021155007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024445038,0.000436397,0.00015468693,0.0012807406,0.0007513612,0.0050538015,0.00032828838,0.00093852234,0.038424827],"category_scores_gemma":[0.0007041536,0.00014718524,0.00032923243,0.003704353,0.000694452,0.0039576325,0.0011075337,0.0014690064,0.010028316],"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":[0.000025093677,0.000034877914,0.0013245671,0.0005597816,0.000011475023,0.00020290127,0.00060761167,0.0010888533,0.00055492495,0.45442903,0.28419942,0.25696152],"study_design_scores_gemma":[8.3118726e-7,0.000007937264,0.001774839,0.00041331563,0.000004207276,0.00012646227,0.0006157178,0.00015195254,0.0002172178,0.016620886,0.98005843,0.000008376788],"about_ca_topic_score_codex":0.0068015023,"about_ca_topic_score_gemma":0.011121761,"teacher_disagreement_score":0.038424827,"about_ca_system_score_codex":0.0022689407,"about_ca_system_score_gemma":0.00089541974,"threshold_uncertainty_score":0.12854385},"labels":[],"label_agreement":null},{"id":"W3149601239","doi":"10.11647/obp.0162.09","title":"9. Role of Social Media in Learning","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Online and Blended Learning","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":"Mount Royal University","funders":"Aristotle University of Thessaloniki; Higher Education Academy; University of Greenwich","keywords":"Distraction; Social media; Social learning; Psychology; Collaborative learning; Computer science; Sociology; Cognitive psychology; Mathematics education; World Wide Web; Pedagogy","score_opus":0.022042494875209484,"score_gpt":0.2927572372504581,"score_spread":0.2707147423752486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149601239","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":[0.0049520554,0.012930182,0.0030687398,0.0050742975,0.0012620245,0.000039187616,0.00005381149,0.00012325057,0.9724964],"genre_scores_gemma":[0.109079845,0.022073556,0.0047783176,0.0021793875,0.0011866034,0.00012541717,0.00009928584,0.000105230814,0.86037254],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997981,0.000048642778,0.000008757842,0.00003187751,0.00007194047,0.000040699113],"domain_scores_gemma":[0.99975175,0.00011061841,0.000017567274,0.000021398024,0.000055667588,0.000043005668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021731101,0.000361558,0.00016574457,0.0006931911,0.0013223309,0.004524906,0.0004906866,0.0014461661,0.020906854],"category_scores_gemma":[0.0004939411,0.00011435191,0.00028740158,0.00071946374,0.0012786746,0.003568257,0.001672872,0.0011387651,0.00842878],"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":[0.000028092907,0.00009953515,0.00053673045,0.000519967,0.000008367272,0.0005424105,0.004979274,0.00028485333,0.0023003495,0.4168589,0.11815457,0.45568696],"study_design_scores_gemma":[0.0000025878871,0.000023374896,0.000642416,0.00024660304,0.0000031240597,0.00041507467,0.001134275,0.00019976198,0.0008416532,0.030014127,0.96646893,0.00000813162],"about_ca_topic_score_codex":0.0017383049,"about_ca_topic_score_gemma":0.0025418568,"teacher_disagreement_score":0.020906854,"about_ca_system_score_codex":0.00093602104,"about_ca_system_score_gemma":0.00077620975,"threshold_uncertainty_score":0.06994045},"labels":[],"label_agreement":null},{"id":"W3158270486","doi":"10.11647/obp.0248.04","title":"4. Essays and Reviews Controversy","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","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":"History","score_opus":0.06071087340637726,"score_gpt":0.24570452838759474,"score_spread":0.18499365498121748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158270486","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":[0.00426942,0.07272062,0.0011848303,0.09274227,0.019992331,0.00006261103,0.00014233898,0.00013147102,0.808754],"genre_scores_gemma":[0.08581203,0.026873961,0.0015308306,0.112896256,0.022831067,0.00025053642,0.00019126394,0.00057269854,0.7490413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895034,0.0036835463,0.00040187896,0.0009323502,0.0048682927,0.00061057875],"domain_scores_gemma":[0.98461205,0.009819642,0.0008985412,0.001020063,0.0030968746,0.000552933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072654635,0.00044626815,0.0005836995,0.00286421,0.007192624,0.012709209,0.0012349715,0.004879315,0.017188981],"category_scores_gemma":[0.025829792,0.00043774673,0.00058877986,0.0024341433,0.007100868,0.0059653763,0.0039001356,0.006119384,0.0077038524],"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":[0.000024683914,0.000020239844,0.0001378495,0.00026102472,0.0000060089324,0.00019297373,0.0053021493,0.000054739015,0.0003305066,0.5542295,0.41161412,0.027826207],"study_design_scores_gemma":[0.00000264419,0.0000046167643,0.000081061255,0.00022584909,0.0000021060644,0.000055157743,0.00057409157,0.00001135183,0.00006731375,0.007897984,0.9910734,0.000004464146],"about_ca_topic_score_codex":0.0042626793,"about_ca_topic_score_gemma":0.0063182316,"teacher_disagreement_score":0.017188981,"about_ca_system_score_codex":0.006022882,"about_ca_system_score_gemma":0.00655803,"threshold_uncertainty_score":0.057502925},"labels":[],"label_agreement":null},{"id":"W3174293557","doi":"10.11647/obp.0211","title":"Models in Microeconomic Theory","year":2020,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":11,"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":"Epistemology; Positive economics; Economics; Mathematical economics; Philosophy","score_opus":0.048450250764566695,"score_gpt":0.2125114214968147,"score_spread":0.16406117073224802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174293557","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":[0.004067882,0.08470489,0.13055782,0.024113841,0.0032606476,0.00009452152,0.0010823917,0.00086574984,0.75125223],"genre_scores_gemma":[0.26634824,0.14331512,0.09668886,0.012800355,0.0073719253,0.00055078114,0.0031846748,0.0010623502,0.46867776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993161,0.00024068693,0.000026950373,0.000090160815,0.0002695969,0.00005659456],"domain_scores_gemma":[0.99931777,0.00036803004,0.000051793653,0.00011215995,0.000095819356,0.00005450617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070808723,0.00097211875,0.00079333136,0.0011423603,0.000848438,0.003940023,0.001037524,0.0014755236,0.017975172],"category_scores_gemma":[0.00244291,0.00045159424,0.000789404,0.0018995301,0.001937338,0.005212416,0.0014912672,0.0030173382,0.0066038654],"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":[0.0000019710792,0.000007778036,0.000066781584,0.000064285116,0.0000075113167,0.000024092438,0.00008976844,0.0016968009,0.0000477931,0.9457912,0.040514395,0.011687657],"study_design_scores_gemma":[0.0000026465304,0.0000048839006,0.00008886368,0.00009660099,0.0000039210695,0.00006407267,0.000045261815,0.0027271924,0.0000390843,0.7725281,0.22439404,0.0000053110994],"about_ca_topic_score_codex":0.00210563,"about_ca_topic_score_gemma":0.0017838242,"teacher_disagreement_score":0.017975172,"about_ca_system_score_codex":0.002431573,"about_ca_system_score_gemma":0.0014217814,"threshold_uncertainty_score":0.06013298},"labels":[],"label_agreement":null},{"id":"W3180494852","doi":"10.11647/obp.0254","title":"The Form of Ideology and the Ideology of Form","year":2022,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Postcolonial and Cultural Literary Studies","field":"Arts and Humanities","cited_by":8,"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":"European Commission; Newcastle University; York University","keywords":"Ideology; Sociology; Aesthetics; Political science; Art; Law; Politics","score_opus":0.019006632502265395,"score_gpt":0.21989964166126252,"score_spread":0.20089300915899713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180494852","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":[0.03123463,0.017943012,0.0093664415,0.019209307,0.0017594183,0.000025248955,0.000047418198,0.000048151196,0.92036635],"genre_scores_gemma":[0.94331247,0.0064658932,0.0024386637,0.0014685175,0.0012546002,0.000051098938,0.000040646486,0.0000895769,0.044878516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99666625,0.002017787,0.000103159415,0.0002589078,0.00051280396,0.00044115642],"domain_scores_gemma":[0.99714786,0.0017593805,0.00031442047,0.00034433728,0.00023660458,0.0001974441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024649678,0.00053143443,0.00046062126,0.0018627191,0.0049935626,0.011740744,0.0008589141,0.0015093057,0.004144954],"category_scores_gemma":[0.004658306,0.00026257156,0.00031159105,0.0018575778,0.039468825,0.008828517,0.0033588046,0.0031580434,0.0007851705],"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":[0.000010130334,0.0000034296947,0.00023714134,0.000026860911,0.0000022524237,0.000038205064,0.008767046,0.000028755727,0.000049420705,0.9845181,0.0014669533,0.0048517035],"study_design_scores_gemma":[0.000018356966,0.000045429246,0.001373543,0.00032860792,0.000011316929,0.00028028735,0.015284769,0.00020434575,0.00022727474,0.6730536,0.30915716,0.000015303542],"about_ca_topic_score_codex":0.0014026673,"about_ca_topic_score_gemma":0.0017593504,"teacher_disagreement_score":0.011740744,"about_ca_system_score_codex":0.0037928806,"about_ca_system_score_gemma":0.0016475478,"threshold_uncertainty_score":0.027519405},"labels":[],"label_agreement":null},{"id":"W3209561989","doi":"10.11647/obp.0269","title":"Epidicus by Plautus","year":2021,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Classical Antiquity Studies","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":"Bishop's University","funders":"","keywords":"Art; History","score_opus":0.03687906139123256,"score_gpt":0.3236565028262524,"score_spread":0.2867774414350199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209561989","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":[0.0025331723,0.00983828,0.0010600716,0.005900084,0.003308555,0.000026392594,0.00010927455,0.00027550725,0.9769487],"genre_scores_gemma":[0.016405646,0.003766225,0.00053335214,0.0014871834,0.00057263294,0.00003466601,0.00006393323,0.00025514557,0.9768813],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976116,0.000048194885,0.000008143435,0.000051205778,0.00010028434,0.000031091655],"domain_scores_gemma":[0.9998332,0.00005461043,0.000014922315,0.000021428174,0.000035909885,0.00003987756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019863692,0.0006633729,0.0003025713,0.0009992046,0.002989548,0.0046594623,0.000394043,0.00075681385,0.07913923],"category_scores_gemma":[0.0007943091,0.00024856237,0.00019146525,0.0008665295,0.0027078127,0.0038559348,0.0028832313,0.002924234,0.025660144],"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":[0.00005657902,0.000028790895,0.00025088253,0.00022804065,0.0000030961069,0.0004239649,0.010206057,0.00008869793,0.00094535865,0.24083105,0.6603779,0.086559534],"study_design_scores_gemma":[0.0000011746619,0.0000039876636,0.00007139785,0.000050989012,4.629749e-7,0.000110983354,0.0004897749,0.000014059446,0.00009382537,0.0016008955,0.997561,0.000001480435],"about_ca_topic_score_codex":0.0029287809,"about_ca_topic_score_gemma":0.006530396,"teacher_disagreement_score":0.07913923,"about_ca_system_score_codex":0.0019487288,"about_ca_system_score_gemma":0.0012074871,"threshold_uncertainty_score":0.26474708},"labels":[],"label_agreement":null},{"id":"W4210986005","doi":"10.11647/obp.0162.22","title":"22. Somewhere in Betweens","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Online and Blended Learning","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":"Mount Royal University","funders":"Aristotle University of Thessaloniki; Higher Education Academy; University of Greenwich","keywords":"Identity (music); Personal identity; Tracking (education); Sociology; Political science; Art; Aesthetics; Social science; Pedagogy; Self-concept","score_opus":0.03427132437693982,"score_gpt":0.3194985468951298,"score_spread":0.28522722251819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210986005","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":[0.0012171873,0.0047777584,0.0012233715,0.0268429,0.0060608373,0.000034409393,0.000104864725,0.00017283601,0.9595658],"genre_scores_gemma":[0.017582443,0.0018188788,0.00059163175,0.012461888,0.0008563084,0.00005066929,0.00006334555,0.00022623363,0.96634865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987463,0.00030424082,0.00004659596,0.00027625725,0.00035458888,0.00027205676],"domain_scores_gemma":[0.99925715,0.0001607361,0.00003621154,0.000106157735,0.00027555894,0.00016414706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009988982,0.00064965425,0.00041793982,0.0008514686,0.007844023,0.009475892,0.0007701563,0.004138849,0.08334236],"category_scores_gemma":[0.0033056918,0.00030141216,0.00040888612,0.0007798516,0.0062904027,0.010985036,0.004918002,0.005544998,0.06167306],"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":[0.000029259363,0.000017532686,0.00026748705,0.000082469676,0.000004074775,0.00022177666,0.009183152,0.000021592079,0.00023926972,0.44513416,0.49462777,0.050171614],"study_design_scores_gemma":[0.0000012183774,0.0000038355374,0.000087329994,0.00005769067,9.028044e-7,0.00006207578,0.0012542588,0.000007721157,0.000051425537,0.0073535796,0.9911163,0.0000036890192],"about_ca_topic_score_codex":0.009494396,"about_ca_topic_score_gemma":0.019392123,"teacher_disagreement_score":0.08334236,"about_ca_system_score_codex":0.0027137527,"about_ca_system_score_gemma":0.00279932,"threshold_uncertainty_score":0.27880794},"labels":[],"label_agreement":null},{"id":"W4211006757","doi":"10.11647/obp.0186.15","title":"15. Indigenous Language Resurgence and the Living Earth Community","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Anthropological Studies and Insights","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 British Columbia","funders":"","keywords":"Indigenous; Vitality; Colonialism; Earth (classical element); Indigenous language; Work (physics); Ethnology; Geography; Sociology; Anthropology; History; Political science; Linguistics; Ecology; Archaeology; Engineering; Philosophy; Biology","score_opus":0.052499169698690035,"score_gpt":0.30827340904957923,"score_spread":0.25577423935088917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211006757","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":[0.018858863,0.015671913,0.0003039759,0.0118903825,0.00088795,0.000015783413,0.000017641809,0.00003218318,0.9523213],"genre_scores_gemma":[0.4088768,0.008307736,0.0007372301,0.005883718,0.00051380694,0.000042736712,0.000034488097,0.000045612505,0.5755579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9994791,0.0001698931,0.000008960087,0.000051871077,0.00011384598,0.00017629194],"domain_scores_gemma":[0.9998056,0.000051871943,0.000019543444,0.000012701187,0.000038642364,0.00007170148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058639306,0.00022390173,0.00018084935,0.00076957635,0.0069680144,0.0049318993,0.0007796662,0.0014971144,0.010631395],"category_scores_gemma":[0.00062405586,0.00009296083,0.00021379397,0.00082340726,0.008832754,0.0024657336,0.0032702629,0.0017979223,0.0012976656],"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":[0.0000067659976,0.000017734055,0.00027629628,0.00006338659,0.0000018158372,0.00046741488,0.062258694,0.000043712505,0.0001657113,0.87671703,0.040099658,0.019881807],"study_design_scores_gemma":[0.0000041017165,0.000017011489,0.0011304335,0.00016335977,0.000002759425,0.00029008326,0.031142559,0.00005421699,0.00013267863,0.046679385,0.9203767,0.000006656068],"about_ca_topic_score_codex":0.032207586,"about_ca_topic_score_gemma":0.062653914,"teacher_disagreement_score":0.032207586,"about_ca_system_score_codex":0.0031769592,"about_ca_system_score_gemma":0.0033608256,"threshold_uncertainty_score":0.06404024},"labels":[],"label_agreement":null},{"id":"W4211087413","doi":"10.11647/obp.0186.21","title":"Preface","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"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":"University of British Columbia; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Computer science","score_opus":0.04954214179536971,"score_gpt":0.21665680516409203,"score_spread":0.16711466336872233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211087413","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":[0.0009850751,0.0076483455,0.0040758005,0.011201234,0.038786367,0.00021642914,0.004866921,0.0010890958,0.9311308],"genre_scores_gemma":[0.00488379,0.0045867013,0.0022660145,0.0028036528,0.006843381,0.00014949372,0.004912923,0.00081032055,0.9727437],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926597,0.000105508574,0.000040881547,0.00012636856,0.0004038756,0.000057416728],"domain_scores_gemma":[0.99731606,0.00050681527,0.00008897822,0.00023003184,0.0015758264,0.00028229714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080859964,0.00075756904,0.0006710636,0.0021204292,0.0023614236,0.004573091,0.001251272,0.0011835936,0.44372872],"category_scores_gemma":[0.005552265,0.0003434352,0.00044826686,0.0018777552,0.00070886133,0.003318669,0.0016792534,0.002960694,0.28314373],"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":[0.000014697883,0.000014839939,0.00006572689,0.00011079218,0.0000013000812,0.000052266536,0.00018080919,0.000060393806,0.00013554723,0.012700726,0.9433152,0.043347687],"study_design_scores_gemma":[0.0000011671656,0.000005339677,0.00009291781,0.00008115643,6.002578e-7,0.000057855865,0.000057874848,0.000015518044,0.0000443909,0.0016242018,0.9980167,0.0000023122998],"about_ca_topic_score_codex":0.002340962,"about_ca_topic_score_gemma":0.002807645,"teacher_disagreement_score":0.5562713,"about_ca_system_score_codex":0.0019906946,"about_ca_system_score_gemma":0.0012970429,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4211099697","doi":"10.11647/obp.0144","title":"With and Without Galton","year":2018,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":6,"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 Toronto","funders":"University of Toronto","keywords":"Galton's problem; Mathematics; Statistics","score_opus":0.030849771174583,"score_gpt":0.22166110586993437,"score_spread":0.1908113346953514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211099697","genre_codex":"commentary","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":[0.0030051484,0.095033556,0.0026545632,0.4384707,0.03849877,0.000027961512,0.0002519861,0.0002533669,0.42180392],"genre_scores_gemma":[0.053198706,0.026050726,0.0015188179,0.15724383,0.0067346413,0.00006576807,0.00012323825,0.00037618482,0.7546881],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976261,0.0008067545,0.00006312479,0.0006686132,0.00057355943,0.0002618052],"domain_scores_gemma":[0.99837637,0.00061690516,0.0001014167,0.0001808031,0.00032016513,0.0004043277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001626447,0.00085976894,0.0005070797,0.0013822827,0.0047485786,0.0087140035,0.0008129164,0.005132991,0.026991302],"category_scores_gemma":[0.006541824,0.000292446,0.00040049863,0.00087238755,0.008780665,0.007226699,0.0054617347,0.007870795,0.013678615],"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":[0.000040370578,0.000016642576,0.00025797568,0.000088511595,0.000004943899,0.000117179334,0.0029378925,0.00006399428,0.000114606446,0.28749985,0.6672662,0.041591857],"study_design_scores_gemma":[0.0000018394768,0.0000043046552,0.000047670488,0.00008406253,7.151883e-7,0.000046030276,0.00025760126,0.000015140558,0.00005608494,0.010965766,0.9885162,0.0000044717644],"about_ca_topic_score_codex":0.0052982243,"about_ca_topic_score_gemma":0.0072710514,"teacher_disagreement_score":0.026991302,"about_ca_system_score_codex":0.005454076,"about_ca_system_score_gemma":0.004240222,"threshold_uncertainty_score":0.0902949},"labels":[],"label_agreement":null},{"id":"W4211125431","doi":"10.11647/obp.0213","title":"Right Research","year":2021,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"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":"University of Alberta","keywords":"Conversation; Sustainability; Politics; Public relations; Accountability; Sociology; Political science; Engineering ethics; Environmental ethics; Engineering; Law; Ecology","score_opus":0.7972658521245207,"score_gpt":0.5813829935051098,"score_spread":0.21588285861941092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211125431","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":[0.0002746889,0.005418451,0.0028131246,0.009411821,0.0033491596,0.000056369146,0.00009068237,0.000116322255,0.9784694],"genre_scores_gemma":[0.009594737,0.005345202,0.0025426794,0.0052038073,0.0012252706,0.000077437915,0.00019870461,0.00022278407,0.97558945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626786,0.0010460494,0.00016158316,0.00064555346,0.0016315898,0.0002473667],"domain_scores_gemma":[0.99633175,0.0014056645,0.00012111526,0.0008564896,0.00095522346,0.00032975143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033506877,0.00065848435,0.0005023688,0.0016641818,0.0037534214,0.0097690625,0.0013985164,0.0031996774,0.12552781],"category_scores_gemma":[0.007651509,0.00038729978,0.00067182886,0.0018411452,0.006618571,0.009815418,0.004413416,0.0042044576,0.05106111],"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":[0.000013443568,0.000018263541,0.000086106265,0.00018142589,0.0000033318825,0.00007176323,0.0016274353,0.000066867215,0.00013540333,0.5996501,0.3296338,0.06851207],"study_design_scores_gemma":[0.000001767551,0.000003227663,0.000045151646,0.00012299669,9.949903e-7,0.00006524272,0.0002803948,0.00002201691,0.000046581048,0.026200652,0.97320855,0.0000024509636],"about_ca_topic_score_codex":0.0022064869,"about_ca_topic_score_gemma":0.0044121235,"teacher_disagreement_score":0.12552781,"about_ca_system_score_codex":0.004262509,"about_ca_system_score_gemma":0.0050045564,"threshold_uncertainty_score":0.41993237},"labels":[],"label_agreement":null},{"id":"W4211217221","doi":"10.11647/obp.0162.21","title":"21. Academics’ Understanding of Learning Spaces","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Online and Blended Learning","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":"Mount Royal University","funders":"Aristotle University of Thessaloniki; Higher Education Academy; University of Greenwich","keywords":"Institution; Relation (database); Sociology; Social media; Pedagogy; Computer science; World Wide Web; Social science","score_opus":0.08426244909304424,"score_gpt":0.3282384235521562,"score_spread":0.24397597445911196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211217221","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":[0.007527547,0.008598664,0.0036775942,0.018582903,0.0006148685,0.000016680558,0.0000290953,0.00009806842,0.96085453],"genre_scores_gemma":[0.48259923,0.0099899415,0.0047608227,0.0068101655,0.0005448223,0.00010984673,0.00006553645,0.00015966121,0.49495995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997866,0.0011639657,0.000076282806,0.0002523747,0.00040593723,0.00023547903],"domain_scores_gemma":[0.9988292,0.0005204969,0.000094621806,0.00012024806,0.00025796855,0.00017735075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016042771,0.00052672555,0.00034766202,0.0009132579,0.006982229,0.010664836,0.0009399645,0.003405785,0.012029659],"category_scores_gemma":[0.002299072,0.00022976441,0.00045874668,0.001150099,0.0149770025,0.009716084,0.00504199,0.0034634238,0.003806347],"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":[0.0000064252567,0.00001446229,0.00023591373,0.00010001836,0.000001802354,0.00014979379,0.0535141,0.00014905591,0.00018469918,0.8958188,0.025106743,0.024718173],"study_design_scores_gemma":[0.0000032071368,0.000015038699,0.0005487589,0.00022902526,0.0000030483175,0.00026094713,0.017240958,0.00015928637,0.00024564567,0.09786769,0.8834159,0.000010539592],"about_ca_topic_score_codex":0.009765608,"about_ca_topic_score_gemma":0.01656488,"teacher_disagreement_score":0.012029659,"about_ca_system_score_codex":0.006870555,"about_ca_system_score_gemma":0.0038047815,"threshold_uncertainty_score":0.04984957},"labels":[],"label_agreement":null},{"id":"W4212902497","doi":"10.11647/obp.0061.04","title":"4. Beyond Price","year":2015,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Philosophical Ethics and Theory","field":"Arts and Humanities","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":"University of North Carolina at Chapel Hill; University of Melbourne; Monash University; University of Oxford; Dartmouth College; York University; Wake Forest University; Georgetown University; Amherst College; Australian National University; Andrew W. Mellon Foundation; City University of New York","keywords":"Harm; Identity (music); Epistemology; Personal identity; Philosophy; Point (geometry); Psychology; Social psychology; Aesthetics; Self; Mathematics","score_opus":0.10967371911051288,"score_gpt":0.27500637677083234,"score_spread":0.16533265766031946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212902497","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":[0.0010977229,0.008572948,0.00256872,0.097893074,0.0053011845,0.000023275636,0.000080133366,0.00006117791,0.88440174],"genre_scores_gemma":[0.05595654,0.0045738923,0.0017012815,0.078535594,0.0038152644,0.00010370905,0.00006807856,0.0002979168,0.85494775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979538,0.00048384033,0.000057678793,0.0003700344,0.00084001786,0.00029463647],"domain_scores_gemma":[0.9985537,0.00048237207,0.000064758984,0.00018559751,0.00058725505,0.00012633389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018764676,0.0005205103,0.00036264813,0.00080065907,0.004924987,0.007181637,0.0016438586,0.0071451194,0.049776692],"category_scores_gemma":[0.007772464,0.000256288,0.00057838025,0.0007255421,0.008157341,0.011679572,0.0031086951,0.0077451523,0.015405228],"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":[0.000008298806,0.000005782588,0.00005212719,0.00002720978,0.0000018664525,0.000026931582,0.0005559838,0.000031570456,0.000027037146,0.8655337,0.12366389,0.010065641],"study_design_scores_gemma":[0.000005512989,0.0000069911575,0.00009150704,0.000105050705,0.0000019815761,0.000045691668,0.0004430714,0.000047244244,0.00005732659,0.1261074,0.87308156,0.000006674446],"about_ca_topic_score_codex":0.010930195,"about_ca_topic_score_gemma":0.017256383,"teacher_disagreement_score":0.049776692,"about_ca_system_score_codex":0.0035525495,"about_ca_system_score_gemma":0.0032475467,"threshold_uncertainty_score":0.16651958},"labels":[],"label_agreement":null},{"id":"W4213010040","doi":"10.11647/obp.0113","title":"Zombies in Western Culture","year":2017,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":31,"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 Toronto","funders":"University of Toronto","keywords":"History; Political science","score_opus":0.027842167127121155,"score_gpt":0.32745190557035736,"score_spread":0.2996097384432362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213010040","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":[0.5525166,0.085251085,0.00032755753,0.054561086,0.0008119867,0.000041402018,0.000118705735,0.00004774632,0.30632386],"genre_scores_gemma":[0.964217,0.013237497,0.0001320943,0.0030530503,0.000099992925,0.000026378855,0.000032676806,0.00001716739,0.01918423],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994461,0.00019150064,0.000022285216,0.000050501476,0.000069753274,0.00021991615],"domain_scores_gemma":[0.99975866,0.00006423931,0.000053536794,0.000024870342,0.00004749004,0.000051316423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007509617,0.0003282921,0.00027794932,0.001177349,0.010206357,0.0066986703,0.00036664828,0.0012860873,0.006702797],"category_scores_gemma":[0.0012313524,0.00018489014,0.00008512696,0.0025840374,0.00990149,0.0029655965,0.0035654723,0.0017667633,0.00046474987],"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":[0.00004491937,0.00004833293,0.007944002,0.0003668977,0.000021931528,0.00090181583,0.7271483,0.0000550854,0.0010868559,0.20303982,0.018647,0.040695064],"study_design_scores_gemma":[0.000014453482,0.000029081568,0.040021982,0.0008834925,0.000021103606,0.00037483085,0.41699424,0.00009127246,0.00020302836,0.0094186645,0.5319167,0.000031145417],"about_ca_topic_score_codex":0.11073987,"about_ca_topic_score_gemma":0.12266245,"teacher_disagreement_score":0.11073987,"about_ca_system_score_codex":0.0053432765,"about_ca_system_score_gemma":0.002492308,"threshold_uncertainty_score":0.22019064},"labels":[],"label_agreement":null},{"id":"W4213093742","doi":"10.11647/obp.0061","title":"Beyond Price","year":2015,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":44,"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":"University of North Carolina at Chapel Hill; University of Melbourne; Monash University; University of Oxford; Dartmouth College; York University; Wake Forest University; Georgetown University; Amherst College; Australian National University; Andrew W. Mellon Foundation; City University of New York","keywords":"Economics; History","score_opus":0.04549474565685824,"score_gpt":0.3118320492265131,"score_spread":0.26633730356965485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213093742","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":[0.00052746414,0.0206856,0.0007854959,0.04054467,0.010980906,0.000023258031,0.00012393777,0.00009722218,0.9262315],"genre_scores_gemma":[0.006349345,0.004900801,0.0003171347,0.009340546,0.002178253,0.000023320898,0.00006937135,0.00012968681,0.9766915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999044,0.00016465464,0.000027975873,0.0002072463,0.00044870257,0.00010731697],"domain_scores_gemma":[0.99873596,0.0003150898,0.00005869014,0.00016707375,0.00051182864,0.00021139404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006952891,0.0005905728,0.00044355725,0.0011489108,0.004281104,0.008463835,0.0012091162,0.0030597956,0.15669997],"category_scores_gemma":[0.0051715863,0.0002848955,0.0004767446,0.001212026,0.002967845,0.010542881,0.0031228184,0.004724018,0.055327807],"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":[0.000011118084,0.000012711111,0.00006930656,0.00005897957,0.0000023654707,0.00006476286,0.00065609685,0.00004065632,0.00006809873,0.25917986,0.69135267,0.04848332],"study_design_scores_gemma":[0.0000010659387,0.0000026105033,0.000038907907,0.000062589024,6.0150296e-7,0.000029873094,0.00017168955,0.000014998016,0.000017196115,0.010979866,0.98867875,0.0000018806193],"about_ca_topic_score_codex":0.003854979,"about_ca_topic_score_gemma":0.007838444,"teacher_disagreement_score":0.15669997,"about_ca_system_score_codex":0.0028315654,"about_ca_system_score_gemma":0.0023277025,"threshold_uncertainty_score":0.5242136},"labels":[],"label_agreement":null},{"id":"W4214889161","doi":"10.11647/obp.0195","title":"Non-communicable Disease Prevention","year":2019,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":9,"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":"Pan American Health Organization; Promotion and Mutual Aid Corporation for Private Schools of Japan; Thai Health Promotion Foundation; University of Toronto; Inter-American Development Bank; Imperial College London; University of the Witwatersrand, Johannesburg; Department for International Development; National Institute for Health and Care Excellence; University of Pittsburgh; Bill and Melinda Gates Foundation; Johns Hopkins University; Tufts Medical Center; University of Leeds; Rockefeller Foundation","keywords":"Communicable disease; Non-communicable disease; Medicine; Environmental health; Disease; Political science; Public health; Nursing; Pathology","score_opus":0.04680359137045518,"score_gpt":0.31725421751159344,"score_spread":0.27045062614113824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214889161","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":[0.0009409873,0.09953712,0.0067906664,0.035117853,0.042309456,0.0006061162,0.0018419912,0.0010265057,0.8118293],"genre_scores_gemma":[0.005434305,0.09078073,0.0067368024,0.019356953,0.008588366,0.00039153328,0.0017338092,0.0003728345,0.86660475],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979317,0.0005277295,0.00012863992,0.00030734937,0.0009188069,0.00018584417],"domain_scores_gemma":[0.99800295,0.0006898629,0.0001369823,0.00017712363,0.0006403126,0.00035286235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012705165,0.0015253013,0.0014704487,0.0013687153,0.0012596834,0.005625619,0.0016788521,0.002160146,0.10276917],"category_scores_gemma":[0.0051684617,0.00066251116,0.001417537,0.0014887651,0.0010853305,0.0028596392,0.0028540373,0.0058013354,0.083145365],"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":[0.000016080176,0.000072331015,0.00025983094,0.00063752575,0.000012610369,0.000055208882,0.000313626,0.00017157571,0.00021024157,0.012357662,0.84424067,0.14165267],"study_design_scores_gemma":[0.000003320085,0.000015344322,0.00031559943,0.0003732201,0.0000030582905,0.000067749206,0.000059437752,0.000036837097,0.000024685876,0.0018613487,0.99723476,0.000004718846],"about_ca_topic_score_codex":0.0021961797,"about_ca_topic_score_gemma":0.0055628037,"teacher_disagreement_score":0.10276917,"about_ca_system_score_codex":0.001611006,"about_ca_system_score_gemma":0.004152736,"threshold_uncertainty_score":0.3437971},"labels":[],"label_agreement":null},{"id":"W4229483411","doi":"10.11647/obp.0193.07","title":"Everyday Biodiversity","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Economic and Environmental Valuation","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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Biodiversity; Geography; Endangered species; Population; Sustainability; Habitat destruction; Threatened species; Ecology; Habitat; Agroforestry; Natural resource economics; Biology; Economics","score_opus":0.14729590178967553,"score_gpt":0.19794920467251578,"score_spread":0.050653302882840257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229483411","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":[0.0006643253,0.007983152,0.0007690436,0.0030165883,0.0008048662,0.000016733293,0.00024250339,0.00007736334,0.9864255],"genre_scores_gemma":[0.013550801,0.01058291,0.0013314323,0.0022447242,0.0005727828,0.00004289914,0.00042815253,0.00012283573,0.9711236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99974626,0.00004029328,0.000007671005,0.000052389216,0.00011936569,0.000033974255],"domain_scores_gemma":[0.9998097,0.0000448038,0.0000119014685,0.000037137917,0.000051541716,0.000045026023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024272228,0.0005009708,0.00028158887,0.0009887994,0.0014143054,0.0054164166,0.0005818587,0.0010209462,0.09763268],"category_scores_gemma":[0.0007536411,0.00019313507,0.00018787963,0.0014402337,0.0015691321,0.004250266,0.0022148886,0.0015772833,0.030883344],"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":[0.000006477912,0.000018957258,0.00018471223,0.00013470935,0.0000030636222,0.000060329694,0.0011782228,0.00014288315,0.00017626559,0.36546147,0.500756,0.13187692],"study_design_scores_gemma":[4.779596e-7,0.0000022808615,0.00016824131,0.00006553701,3.965131e-7,0.000053095664,0.000110477704,0.00001860001,0.000018338402,0.012144044,0.987417,0.0000015152905],"about_ca_topic_score_codex":0.0024586995,"about_ca_topic_score_gemma":0.006426708,"teacher_disagreement_score":0.09763268,"about_ca_system_score_codex":0.0017063405,"about_ca_system_score_gemma":0.0011373239,"threshold_uncertainty_score":0.32661384},"labels":[],"label_agreement":null},{"id":"W4229576949","doi":"10.11647/obp.0213.10","title":"10. e-Waste Peep Show","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"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":"University of Alberta","keywords":"Scholarship; Merge (version control); Sight; Architectural engineering; Engineering; Sociology; Political science; Computer science","score_opus":0.0535877087522918,"score_gpt":0.23511557779758346,"score_spread":0.18152786904529167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229576949","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":[0.019075178,0.0017654424,0.00776751,0.0088959485,0.0021204099,0.00038576918,0.0012018388,0.0016332002,0.9571548],"genre_scores_gemma":[0.12453982,0.0035799614,0.009322714,0.0036721204,0.0004914114,0.0004214407,0.001435847,0.00086566684,0.855671],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991836,0.00025202995,0.000025062218,0.00008899966,0.00028993783,0.00016042977],"domain_scores_gemma":[0.99944013,0.00017234322,0.000027421056,0.000081748534,0.00014328718,0.0001350559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012257367,0.0005307305,0.00015916668,0.0006273985,0.0032563999,0.00475974,0.0010998296,0.0019495646,0.10263125],"category_scores_gemma":[0.0020663715,0.00025251394,0.00038577718,0.0007214356,0.001743079,0.004679763,0.004056994,0.0023921565,0.026773686],"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":[0.0001104668,0.00022108294,0.0017187336,0.00065451505,0.000011182977,0.0020670763,0.02767773,0.0005515079,0.00302048,0.10536275,0.7213843,0.13722025],"study_design_scores_gemma":[0.0000029313928,0.000020066047,0.00055622816,0.000101332225,0.0000013480376,0.00023070091,0.0045204535,0.00007823152,0.00063125,0.0009541709,0.99289227,0.000011046936],"about_ca_topic_score_codex":0.0035347021,"about_ca_topic_score_gemma":0.00820002,"teacher_disagreement_score":0.10263125,"about_ca_system_score_codex":0.0015218057,"about_ca_system_score_gemma":0.00140712,"threshold_uncertainty_score":0.3433357},"labels":[],"label_agreement":null},{"id":"W4229665373","doi":"10.11647/obp.0204.18","title":"Matching","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Computer science","score_opus":0.06145682647873667,"score_gpt":0.22515931104917372,"score_spread":0.16370248457043707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229665373","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":[0.0075681806,0.001719989,0.13128312,0.0043905275,0.0007149303,0.00026402748,0.0030417647,0.0010821312,0.84993535],"genre_scores_gemma":[0.23196435,0.0036719625,0.04987906,0.0029995749,0.0005296804,0.0004837256,0.0072901286,0.0006643563,0.70251715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99862266,0.0003921726,0.00007661437,0.0003469604,0.00031786648,0.00024369228],"domain_scores_gemma":[0.9992138,0.0001976216,0.00007188231,0.00028903582,0.00013193244,0.00009574746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085120177,0.00059455953,0.00069334905,0.0008901725,0.0014565527,0.003916144,0.0017205129,0.0021936116,0.1755115],"category_scores_gemma":[0.0043593408,0.00036371851,0.00088187074,0.0020210412,0.0010032405,0.005044715,0.0022276083,0.0015707756,0.052606907],"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":[0.000035625104,0.000038166138,0.00029688393,0.00006880081,0.000016274824,0.00006599878,0.0001126174,0.0019789874,0.00023429058,0.8719513,0.075740464,0.04946061],"study_design_scores_gemma":[0.000025513678,0.000022616246,0.0003963143,0.00008205099,0.000012087007,0.00023291129,0.00012098569,0.00694357,0.00032990353,0.59373504,0.39808202,0.000016967984],"about_ca_topic_score_codex":0.002026472,"about_ca_topic_score_gemma":0.0019897693,"teacher_disagreement_score":0.1755115,"about_ca_system_score_codex":0.0017692551,"about_ca_system_score_gemma":0.0012037146,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4230143248","doi":"10.11647/obp.0193.14","title":"Imaging Earth","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Global Energy and Sustainability Research","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":true,"ca_institutions":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Wilderness; Anthropocene; Narrative; History; Natural (archaeology); Modernity; Industrialisation; Natural resource; Geography; Environmental ethics; Aesthetics; Political science; Art; Archaeology; Law; Literature; Philosophy","score_opus":0.022788753941974303,"score_gpt":0.26534143984728836,"score_spread":0.24255268590531406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230143248","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":[0.0021964742,0.01374925,0.026795456,0.012960139,0.00656312,0.000105268504,0.0046465406,0.005655546,0.9273283],"genre_scores_gemma":[0.03329291,0.018467657,0.043919984,0.006502489,0.003379275,0.0001334191,0.00953482,0.0037693253,0.8810001],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993486,0.00008483738,0.000030443427,0.00012245837,0.00033800074,0.000075674565],"domain_scores_gemma":[0.9991673,0.00012906382,0.000033863933,0.0001962755,0.00035943114,0.00011402775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081658945,0.0006853101,0.00036745676,0.002400302,0.001566316,0.008284375,0.0010091705,0.0021443255,0.18148515],"category_scores_gemma":[0.00196937,0.0003963913,0.000467889,0.0022255299,0.0009828003,0.0056434176,0.0032179093,0.0018183533,0.11401449],"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":[0.00002946965,0.000015689799,0.000457105,0.00022505368,0.000010275363,0.00017984248,0.0004976258,0.00022336406,0.0019761133,0.03725732,0.7216882,0.23743996],"study_design_scores_gemma":[0.0000018937275,0.0000028656043,0.0002226083,0.000057119967,0.0000020097966,0.00016808741,0.00018675782,0.00008532175,0.00021858767,0.0022275536,0.9968221,0.0000051575967],"about_ca_topic_score_codex":0.0046547744,"about_ca_topic_score_gemma":0.009826575,"teacher_disagreement_score":0.18148515,"about_ca_system_score_codex":0.0011083131,"about_ca_system_score_gemma":0.0010837963,"threshold_uncertainty_score":0.60712826},"labels":[],"label_agreement":null},{"id":"W4231296174","doi":"10.11647/obp.0159.03","title":"3. The Ethics of Emergent Creativity: Can We Move Beyond Writing as Human Enterprise, Commodity and Innovation?","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"University-Industry-Government Innovation Models","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":"Concordia University","funders":"","keywords":"Creativity; Commodity; Knowledge management; Cognitive science; Engineering ethics; Sociology; Psychology; Business; Computer science; Engineering; Social psychology","score_opus":0.05144962202415982,"score_gpt":0.2792596245117864,"score_spread":0.22781000248762656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231296174","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":[0.021961177,0.0062483638,0.044027273,0.08031263,0.0014474741,0.000067897374,0.000048501486,0.00017018733,0.8457166],"genre_scores_gemma":[0.7931742,0.0057174447,0.02592767,0.010044078,0.0021168268,0.00035686314,0.000070993825,0.00036677884,0.16222504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9888199,0.007448981,0.00029737514,0.00071498315,0.002111705,0.00060705154],"domain_scores_gemma":[0.9866947,0.009102677,0.0006033685,0.0019995805,0.0010407025,0.0005589435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008920384,0.00053261116,0.00038221813,0.0009959978,0.0051605264,0.021550516,0.0017044029,0.0038037424,0.005946862],"category_scores_gemma":[0.011387823,0.00019913015,0.00059680326,0.0011870973,0.055997096,0.012738542,0.0058488925,0.006210279,0.0018951765],"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":[0.000006058363,0.00001170235,0.00013209437,0.0000636359,0.0000018596538,0.000097565586,0.014691348,0.00015640588,0.00009436777,0.97262007,0.002457929,0.009666919],"study_design_scores_gemma":[0.000009313602,0.000011108294,0.0001522187,0.00024636497,0.0000024945596,0.00022188955,0.010544369,0.0005341794,0.0004793976,0.8168657,0.17092212,0.000010737878],"about_ca_topic_score_codex":0.0012084887,"about_ca_topic_score_gemma":0.000946327,"teacher_disagreement_score":0.021550516,"about_ca_system_score_codex":0.0039044728,"about_ca_system_score_gemma":0.00487295,"threshold_uncertainty_score":0.047176063},"labels":[],"label_agreement":null},{"id":"W4232107000","doi":"10.11647/obp.0193.18","title":"Weather","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change and Health Impacts","field":"Environmental 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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Extreme weather; Climatology; Climate change; Meteorology; Global warming; National weather service; Weather prediction; Agency (philosophy); Software deployment; Environmental science; Geography; Computer science; Ecology","score_opus":0.07556181058293693,"score_gpt":0.2914391788051922,"score_spread":0.21587736822225528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232107000","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":[0.0004078098,0.00648479,0.0017525428,0.002259923,0.0038446416,0.00005382397,0.0029076587,0.0009284727,0.9813603],"genre_scores_gemma":[0.0032470147,0.005820078,0.0013362736,0.0009783591,0.00066369574,0.00004075342,0.0023281188,0.0004116913,0.985174],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997435,0.000019148867,0.000012554949,0.000058283375,0.00014085215,0.00002570508],"domain_scores_gemma":[0.99984026,0.000024339248,0.000010412791,0.000024356594,0.000076675235,0.000024069295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017920029,0.00085136405,0.0004840354,0.00094606646,0.0012124331,0.0033308372,0.00082787126,0.0013098652,0.39285788],"category_scores_gemma":[0.0007380153,0.00027394152,0.00040982835,0.0015281396,0.0003835257,0.0025419402,0.001459314,0.0017013475,0.23666745],"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":[0.000023889274,0.000018320176,0.00015562767,0.00022935352,0.000003249001,0.00006797456,0.00022493352,0.0002048807,0.00041822033,0.027803438,0.8085262,0.1623238],"study_design_scores_gemma":[9.0210676e-7,0.000002550229,0.00010752558,0.000038602593,4.5161315e-7,0.000032251584,0.000022559423,0.000023324023,0.000031046762,0.0011051279,0.9986338,0.0000017953611],"about_ca_topic_score_codex":0.0035640546,"about_ca_topic_score_gemma":0.007160059,"teacher_disagreement_score":0.39285788,"about_ca_system_score_codex":0.0009844562,"about_ca_system_score_gemma":0.0007524725,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4232964521","doi":"10.11647/obp.0193.09","title":"Forests","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Forest Management and Policy","field":"Environmental 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":true,"ca_institutions":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Geography; Agroforestry; Deforestation (computer science); Biodiversity; Rainforest; Habitat; Climate change; Monoculture; Felling; Ecology; Forestry; Environmental science; Biology","score_opus":0.022470048904220233,"score_gpt":0.23663737200621654,"score_spread":0.21416732310199632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232964521","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":[0.0036081746,0.01028164,0.005506347,0.004659983,0.003763887,0.00012427082,0.009737038,0.002124967,0.96019363],"genre_scores_gemma":[0.05834684,0.016159395,0.012276414,0.006916466,0.0016221085,0.00023523667,0.02013633,0.0017251233,0.88258195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933344,0.00006688278,0.0000337261,0.00015750097,0.000291018,0.00011734095],"domain_scores_gemma":[0.9994442,0.00004563777,0.00003882547,0.00009975082,0.00024827916,0.00012322975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058217684,0.0007038276,0.00043014993,0.0014276325,0.002477617,0.0043009887,0.001317858,0.0013530235,0.2380826],"category_scores_gemma":[0.0013708397,0.0002799135,0.00047375023,0.001991536,0.00072398805,0.002841576,0.0022063523,0.0017631869,0.1385186],"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":[0.00010070197,0.00005690106,0.0026744292,0.00039531797,0.000022666814,0.00028654086,0.0004997016,0.00021928603,0.0010412361,0.043815326,0.6161551,0.33473283],"study_design_scores_gemma":[0.0000030671285,0.0000053461176,0.00058076764,0.00006199337,0.0000028321242,0.00011258506,0.00009596146,0.000028460043,0.00010751705,0.00218197,0.99681526,0.0000043090445],"about_ca_topic_score_codex":0.009298321,"about_ca_topic_score_gemma":0.022446144,"teacher_disagreement_score":0.2380826,"about_ca_system_score_codex":0.0012480393,"about_ca_system_score_gemma":0.0018895089,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4233577515","doi":"10.11647/obp.0213.01","title":"1. Why Should We Try to Be Sustainable?","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change and Geoengineering","field":"Environmental Science","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":"University of Alberta","keywords":"Harm; Indeterminism; Metaphysics; Epistemology; Law and economics; Positive economics; Sociology; Economics; Law; Political science; Philosophy; Determinism","score_opus":0.05431108969821705,"score_gpt":0.25912630723495145,"score_spread":0.2048152175367344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233577515","genre_codex":"commentary","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":[0.010490121,0.013418833,0.010476223,0.53802025,0.005496141,0.000056721594,0.00027686032,0.00010182766,0.421663],"genre_scores_gemma":[0.57350457,0.022006001,0.00960138,0.14690183,0.0034191525,0.00020712118,0.0003884237,0.0002787479,0.24369274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976277,0.00095999014,0.0000632912,0.00041364058,0.00060567044,0.00032969448],"domain_scores_gemma":[0.9982504,0.00064286165,0.00018797153,0.00013171625,0.00058714364,0.00019975679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002747307,0.000518123,0.00042861336,0.00052338565,0.003179848,0.006729883,0.0010456005,0.0078071337,0.015317353],"category_scores_gemma":[0.0054347683,0.00022454628,0.00037345296,0.0006593161,0.012095815,0.010205455,0.0024241656,0.0071487976,0.004839313],"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":[0.000017197664,0.000017351551,0.00046181376,0.0001432836,0.0000077438735,0.00010372429,0.0020492324,0.00033013627,0.00018391172,0.91408324,0.06782651,0.014775828],"study_design_scores_gemma":[0.0000067886126,0.000020763982,0.00058322045,0.00028563038,0.0000063439247,0.00012834913,0.0043291464,0.0003253831,0.00021628359,0.5693162,0.42475703,0.000024904926],"about_ca_topic_score_codex":0.0035527488,"about_ca_topic_score_gemma":0.004606635,"teacher_disagreement_score":0.015317353,"about_ca_system_score_codex":0.003734737,"about_ca_system_score_gemma":0.0032733835,"threshold_uncertainty_score":0.051241636},"labels":[],"label_agreement":null},{"id":"W4234230061","doi":"10.11647/obp.0213.29","title":"18. ‘Greening’ Academic Gatherings","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Carbon footprint; Presentation (obstetrics); Face (sociological concept); Event (particle physics); Footprint; Computer science; Geography; Sociology; Greenhouse gas; Ecology; Medicine","score_opus":0.09676242579809588,"score_gpt":0.33755990006407427,"score_spread":0.2407974742659784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234230061","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":[0.0059472616,0.003694426,0.0022845096,0.005100878,0.0016788745,0.000043463504,0.00007211723,0.00021732271,0.980961],"genre_scores_gemma":[0.08771062,0.0070308917,0.0049844505,0.002353492,0.0011944172,0.00007976945,0.00017658665,0.00018569571,0.896284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993383,0.00017654385,0.000017880615,0.00008253087,0.00024086496,0.0001438406],"domain_scores_gemma":[0.99949956,0.00013441681,0.000050864477,0.000060757386,0.00010122026,0.00015313085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068509916,0.00043537735,0.00016002434,0.00095458474,0.003240211,0.006663141,0.0009872406,0.0016983608,0.06678296],"category_scores_gemma":[0.0010433125,0.00018242434,0.00034393716,0.0013682799,0.0026982387,0.0038067251,0.0030229317,0.0014606161,0.014978852],"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":[0.00005569929,0.00009395855,0.0008240772,0.00064869656,0.0000053742906,0.0005760818,0.024547534,0.00028014963,0.0018283484,0.3922106,0.25420275,0.32472682],"study_design_scores_gemma":[0.0000020386706,0.000010799892,0.00050253846,0.00009248211,0.0000012205983,0.00013609088,0.0022805252,0.000028210263,0.00015987629,0.0028906611,0.9938921,0.0000034450713],"about_ca_topic_score_codex":0.006794571,"about_ca_topic_score_gemma":0.017318629,"teacher_disagreement_score":0.06678296,"about_ca_system_score_codex":0.002239082,"about_ca_system_score_gemma":0.0021964503,"threshold_uncertainty_score":0.2234112},"labels":[],"label_agreement":null},{"id":"W4234597837","doi":"10.11647/obp.0213.08","title":"8. Inspiration from Goethe’s Tender Empiricism","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Animal and Plant Science Education","field":"Psychology","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":"University of Alberta","keywords":"Empiricism; Epistemology; Visualization; Humanism; Philosophy; Computer science; Artificial intelligence","score_opus":0.09689565974666287,"score_gpt":0.33778707707280287,"score_spread":0.24089141732614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234597837","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":[0.0054539135,0.012793124,0.04508882,0.042729843,0.0013488265,0.00006289448,0.00010111028,0.00022402643,0.89219743],"genre_scores_gemma":[0.3487413,0.026782094,0.06667131,0.023005562,0.001786339,0.0004875189,0.00034221905,0.00087119674,0.5313124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978917,0.0010307425,0.000054372522,0.00021956471,0.00067062484,0.00013306052],"domain_scores_gemma":[0.9976961,0.0016992675,0.00006381765,0.00022488055,0.00021841365,0.00009748854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026102494,0.0008417832,0.0005341109,0.0021308884,0.0032347466,0.006874841,0.000997112,0.0026652832,0.007635219],"category_scores_gemma":[0.00409744,0.0004229679,0.00056478585,0.0018787982,0.023973323,0.0068482677,0.0038186833,0.0059722285,0.0030685046],"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":[0.0000050945887,0.000009049371,0.000027808443,0.000036296624,0.0000017630152,0.000033627497,0.001675462,0.00011764145,0.00006899828,0.98265105,0.009019044,0.0063541564],"study_design_scores_gemma":[0.0000069527464,0.000008123508,0.00008493362,0.00013882093,0.000002329105,0.000093879455,0.0006012988,0.0002701689,0.00017149671,0.7015293,0.297084,0.000008575497],"about_ca_topic_score_codex":0.0014134712,"about_ca_topic_score_gemma":0.0029371085,"teacher_disagreement_score":0.007635219,"about_ca_system_score_codex":0.0041494835,"about_ca_system_score_gemma":0.003279588,"threshold_uncertainty_score":0.030106723},"labels":[],"label_agreement":null},{"id":"W4234615045","doi":"10.11647/obp.0213.28","title":"17. Online Conferences","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":3,"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":"University of Alberta","keywords":"Wonder; Workload; Public relations; Political science; Psychology; Economics; Management; Social psychology","score_opus":0.08221066272256913,"score_gpt":0.3263298049555315,"score_spread":0.24411914223296236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234615045","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":[0.0010535365,0.0058795097,0.0005415458,0.0024523411,0.002718047,0.00006126157,0.00038118882,0.00017568252,0.98673695],"genre_scores_gemma":[0.018939428,0.012079327,0.0015253079,0.003678361,0.0033764213,0.00013415395,0.0008908572,0.00027696183,0.9590991],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980494,0.00034603925,0.00010030511,0.00023407623,0.00089748733,0.000372756],"domain_scores_gemma":[0.99795425,0.00040153624,0.00022732213,0.00023447683,0.00048685147,0.0006955925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009600121,0.00067905197,0.00031093077,0.0027268336,0.0030580186,0.011262006,0.0012020138,0.0020219388,0.2915096],"category_scores_gemma":[0.00303011,0.00029459738,0.0007140294,0.0037242768,0.0011247441,0.007821667,0.0044312445,0.0023609968,0.12702794],"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":[0.000047402664,0.00016186597,0.00093641144,0.0007292493,0.0000071881686,0.00017477367,0.0014572906,0.00016027124,0.00051655975,0.16733114,0.5798245,0.2486533],"study_design_scores_gemma":[0.000002648752,0.000009442411,0.00038487435,0.00015086665,0.0000011860578,0.00007676894,0.00027152503,0.0000134865895,0.000072002564,0.00176072,0.9972535,0.0000030927822],"about_ca_topic_score_codex":0.0025864583,"about_ca_topic_score_gemma":0.004754836,"teacher_disagreement_score":0.2915096,"about_ca_system_score_codex":0.0022655118,"about_ca_system_score_gemma":0.0027855875,"threshold_uncertainty_score":0.9751968},"labels":[],"label_agreement":null},{"id":"W4235629671","doi":"10.11647/obp.0211.09","title":"A market","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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 Toronto","funders":"","keywords":"Business","score_opus":0.053550745367935255,"score_gpt":0.21703469778265122,"score_spread":0.16348395241471597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235629671","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":[0.0058466448,0.003394506,0.067347966,0.010958634,0.0011530939,0.00027693936,0.0030509734,0.0009358495,0.9070354],"genre_scores_gemma":[0.20098716,0.006766409,0.041845378,0.004235272,0.001079168,0.00060360186,0.0036818094,0.0003848305,0.7404163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99941635,0.00012873171,0.000027830758,0.00018815267,0.00016496658,0.00007395063],"domain_scores_gemma":[0.9996216,0.00009307248,0.000036749545,0.0001101767,0.0000691739,0.000069297115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056906306,0.00070228754,0.00056426553,0.0007793,0.0015071206,0.0055674193,0.0016450415,0.0028933974,0.13479613],"category_scores_gemma":[0.0015539504,0.00033562776,0.0009116333,0.0010827035,0.0014750403,0.008078841,0.0017052217,0.001984263,0.032786578],"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":[0.000012304426,0.000023014125,0.00008868629,0.00003378701,0.000008086434,0.00007728645,0.000061630824,0.00070428057,0.00021408718,0.94864106,0.04041562,0.009720212],"study_design_scores_gemma":[0.000024072304,0.000027055617,0.00017044548,0.00007113578,0.000010372283,0.0002217303,0.00009283235,0.0048450218,0.00024076951,0.55036414,0.44391614,0.000016235344],"about_ca_topic_score_codex":0.0018605199,"about_ca_topic_score_gemma":0.0014874161,"teacher_disagreement_score":0.13479613,"about_ca_system_score_codex":0.0013279712,"about_ca_system_score_gemma":0.0012011611,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4235702973","doi":"10.11647/obp.0211.18","title":"Matching","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Computer science","score_opus":0.06145682647873667,"score_gpt":0.22515931104917372,"score_spread":0.16370248457043707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235702973","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":[0.0075681806,0.001719989,0.13128312,0.0043905275,0.0007149303,0.00026402748,0.0030417647,0.0010821312,0.84993535],"genre_scores_gemma":[0.23196435,0.0036719625,0.04987906,0.0029995749,0.0005296804,0.0004837256,0.0072901286,0.0006643563,0.70251715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99862266,0.0003921726,0.00007661437,0.0003469604,0.00031786648,0.00024369228],"domain_scores_gemma":[0.9992138,0.0001976216,0.00007188231,0.00028903582,0.00013193244,0.00009574746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085120177,0.00059455953,0.00069334905,0.0008901725,0.0014565527,0.003916144,0.0017205129,0.0021936116,0.1755115],"category_scores_gemma":[0.0043593408,0.00036371851,0.00088187074,0.0020210412,0.0010032405,0.005044715,0.0022276083,0.0015707756,0.052606907],"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":[0.000035625104,0.000038166138,0.00029688393,0.00006880081,0.000016274824,0.00006599878,0.0001126174,0.0019789874,0.00023429058,0.8719513,0.075740464,0.04946061],"study_design_scores_gemma":[0.000025513678,0.000022616246,0.0003963143,0.00008205099,0.000012087007,0.00023291129,0.00012098569,0.00694357,0.00032990353,0.59373504,0.39808202,0.000016967984],"about_ca_topic_score_codex":0.002026472,"about_ca_topic_score_gemma":0.0019897693,"teacher_disagreement_score":0.1755115,"about_ca_system_score_codex":0.0017692551,"about_ca_system_score_gemma":0.0012037146,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4235957125","doi":"10.11647/obp.0193.12","title":"Geoengineering","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change and Geoengineering","field":"Environmental 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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Geoengineering; Carbon dioxide removal; Climate change; Environmental science; Political science; Natural resource economics; Environmental economics; Carbon dioxide; Economics; Ecology","score_opus":0.027986435678380123,"score_gpt":0.21298151312386202,"score_spread":0.18499507744548188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235957125","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":[0.0020140843,0.011146441,0.012439634,0.039288554,0.0066605425,0.00009775664,0.0009676551,0.0015243748,0.925861],"genre_scores_gemma":[0.037943747,0.015540531,0.011438326,0.024370614,0.0020171532,0.00018554507,0.0017817296,0.0015278972,0.90519446],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99773717,0.00051834557,0.00012208149,0.00042447823,0.0009110757,0.0002868769],"domain_scores_gemma":[0.99831665,0.00039683445,0.00012978299,0.00036723822,0.00046456256,0.00032490108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015913099,0.0010822049,0.00047619778,0.0016750833,0.0031571337,0.009610873,0.0016744488,0.0052900687,0.19280368],"category_scores_gemma":[0.0054849624,0.0003585407,0.0006792099,0.0020238014,0.0037818144,0.008342959,0.0060116057,0.0039663315,0.1008034],"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":[0.0000434143,0.000040303894,0.0007288518,0.00045667466,0.000014378254,0.00035063265,0.0017830419,0.0002809666,0.0008791803,0.3410564,0.47607866,0.17828742],"study_design_scores_gemma":[0.0000012399688,0.000003572086,0.00008259895,0.00006423482,0.000001440113,0.00009829422,0.00014349706,0.00001973699,0.00008588055,0.0071267113,0.99236894,0.000003809053],"about_ca_topic_score_codex":0.0029804332,"about_ca_topic_score_gemma":0.005045965,"teacher_disagreement_score":0.19280368,"about_ca_system_score_codex":0.0024434286,"about_ca_system_score_gemma":0.003250232,"threshold_uncertainty_score":0.6449926},"labels":[],"label_agreement":null},{"id":"W4236193517","doi":"10.11647/obp.0211.06","title":"Producer behavior","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Auction Theory and Applications","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":"University of Toronto","funders":"","keywords":"Computer science","score_opus":0.20332875715714666,"score_gpt":0.3960419826229139,"score_spread":0.19271322546576725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236193517","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":[0.0109390095,0.0031100377,0.049498867,0.0044518737,0.0003299251,0.000106885986,0.0016490379,0.00038838526,0.92952603],"genre_scores_gemma":[0.32425132,0.007219456,0.031827003,0.0017746553,0.00023375559,0.00022974584,0.0023787292,0.00026788202,0.63181746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99959403,0.00013789108,0.000014141849,0.000099650235,0.00011767282,0.000036547463],"domain_scores_gemma":[0.99968207,0.00012875906,0.000028481965,0.000068653484,0.000060578626,0.000031514188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005151751,0.00047724845,0.0003315592,0.00045843783,0.00056869973,0.0028329606,0.00062576134,0.0011673543,0.051369067],"category_scores_gemma":[0.0016876446,0.0002580182,0.00042260156,0.00077816716,0.00045747723,0.002229641,0.0005916579,0.000839214,0.014357901],"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":[0.00003987706,0.00007310785,0.0017947471,0.00016601394,0.000034641296,0.00013221214,0.00050786266,0.004460014,0.0013062654,0.8421921,0.07707327,0.072219975],"study_design_scores_gemma":[0.000020425385,0.000057868525,0.0030317195,0.00017950879,0.000029217777,0.00042181372,0.00044197077,0.01214805,0.0010229215,0.44737133,0.535246,0.000029166997],"about_ca_topic_score_codex":0.0012066725,"about_ca_topic_score_gemma":0.0016744942,"teacher_disagreement_score":0.051369067,"about_ca_system_score_codex":0.0010093171,"about_ca_system_score_gemma":0.0005192697,"threshold_uncertainty_score":0.17184669},"labels":[],"label_agreement":null},{"id":"W4236307997","doi":"10.11647/obp.0211.15","title":"Strategic games","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Applications","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":"University of Toronto","funders":"","keywords":"Business","score_opus":0.258278539831579,"score_gpt":0.3844367346129897,"score_spread":0.12615819478141072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236307997","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":[0.0045685265,0.0059712585,0.07691258,0.0050654705,0.00070215407,0.00016830576,0.0012663156,0.00038346348,0.90496194],"genre_scores_gemma":[0.26491275,0.018914359,0.06740833,0.0040520323,0.0008447947,0.00066563237,0.0034909423,0.00031113715,0.63940006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99934,0.00025179287,0.000033834403,0.000101311765,0.00019453446,0.00007849917],"domain_scores_gemma":[0.99967194,0.00015467103,0.000028977967,0.000047867394,0.00005354992,0.000043094446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047903575,0.00111668,0.0006390885,0.0005639658,0.00093442283,0.0033596314,0.0009086542,0.0014226576,0.045771785],"category_scores_gemma":[0.0013670034,0.00034637592,0.000560356,0.00097540475,0.0014204084,0.0026201596,0.001251737,0.0019368292,0.012664681],"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":[0.0000071001264,0.000013411407,0.000049581882,0.00005973147,0.000008250277,0.000032189444,0.00009879096,0.0014723833,0.0001575461,0.94891,0.034942828,0.014248098],"study_design_scores_gemma":[0.000013349026,0.00001763961,0.00012130589,0.00008128069,0.0000066330285,0.0001062747,0.00009427161,0.0037987148,0.00010768507,0.70250344,0.29314053,0.00000877167],"about_ca_topic_score_codex":0.0016896494,"about_ca_topic_score_gemma":0.002776962,"teacher_disagreement_score":0.045771785,"about_ca_system_score_codex":0.0015357323,"about_ca_system_score_gemma":0.0010211748,"threshold_uncertainty_score":0.15312183},"labels":[],"label_agreement":null},{"id":"W4237743618","doi":"10.11647/obp.0213.06","title":"6. Sustainable DNA","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Environmental law and policy","field":"Social Sciences","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":"University of Alberta","keywords":"Big data; Business; SAFER; Context (archaeology); Cloud computing; The Internet; Computer science; Computer security; World Wide Web; Geography","score_opus":0.023236528420873856,"score_gpt":0.2866467712638932,"score_spread":0.26341024284301934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237743618","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":[0.0011935206,0.010064814,0.004856191,0.015023635,0.0014492276,0.000034988807,0.000072612864,0.000078642806,0.9672263],"genre_scores_gemma":[0.087799005,0.020071806,0.009417165,0.017207036,0.0015820519,0.0002130184,0.00023019256,0.00036616574,0.8631136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860543,0.00037950795,0.00004403555,0.00021481396,0.0006090201,0.00014723046],"domain_scores_gemma":[0.99894816,0.0004375405,0.000072394985,0.0001978651,0.00024244927,0.000101578866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015285922,0.000674553,0.00028770426,0.0013390266,0.0030186896,0.0075575346,0.00093838247,0.005709631,0.038856525],"category_scores_gemma":[0.002705694,0.0002951698,0.00038446323,0.0011994661,0.012555161,0.009319935,0.003864448,0.0035422747,0.0140042715],"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":[0.000003284478,0.000008825181,0.000038540333,0.000085946136,0.0000010450304,0.000038671256,0.0011289134,0.000110018016,0.00014298513,0.9561414,0.021674003,0.020626359],"study_design_scores_gemma":[0.0000016457003,0.000006528148,0.000042172516,0.00017179422,8.9233924e-7,0.00007995499,0.0005974759,0.000051688887,0.0003015459,0.14830513,0.85043675,0.0000045049524],"about_ca_topic_score_codex":0.002331464,"about_ca_topic_score_gemma":0.004160094,"teacher_disagreement_score":0.038856525,"about_ca_system_score_codex":0.0033323367,"about_ca_system_score_gemma":0.0035441853,"threshold_uncertainty_score":0.12998807},"labels":[],"label_agreement":null},{"id":"W4237813984","doi":"10.11647/obp.0204.08","title":"A jungle","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Jungle; Geography; Archaeology","score_opus":0.06834580833050612,"score_gpt":0.2208226525039916,"score_spread":0.1524768441734855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237813984","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":[0.0022886305,0.025325041,0.037475385,0.01985064,0.004117591,0.000083378865,0.0011514456,0.00086943235,0.90883857],"genre_scores_gemma":[0.047274683,0.025686733,0.024427745,0.0068654157,0.0025206355,0.00022406461,0.0015860287,0.00087612134,0.8905386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996691,0.000082580074,0.000012014705,0.000075117765,0.00012327087,0.000038034555],"domain_scores_gemma":[0.9996414,0.00014281615,0.000019277548,0.000061567494,0.000079253434,0.00005564584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047502518,0.0007960253,0.00045731547,0.0011309907,0.0014138536,0.0052309777,0.00090730883,0.0013881531,0.06661616],"category_scores_gemma":[0.0013620723,0.0004118742,0.0005713211,0.0011970807,0.0015000892,0.007508932,0.0017784821,0.0033979316,0.024629656],"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":[0.0000068266404,0.0000119076785,0.00005346891,0.000048315316,0.0000034449422,0.000042282063,0.00023930948,0.00040218636,0.00014383066,0.8137439,0.155948,0.029356627],"study_design_scores_gemma":[0.0000018352367,0.0000058882692,0.000055158907,0.00008547237,0.0000012452556,0.0000721789,0.00007722293,0.0005495033,0.000051159997,0.21559645,0.7834991,0.0000046772698],"about_ca_topic_score_codex":0.0016107629,"about_ca_topic_score_gemma":0.0025365767,"teacher_disagreement_score":0.06661616,"about_ca_system_score_codex":0.0018050522,"about_ca_system_score_gemma":0.0012387931,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4237950876","doi":"10.11647/obp.0193.19","title":"Knowing Earth","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change and Geoengineering","field":"Environmental 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":true,"ca_institutions":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Environmentalism; Skepticism; Environmental ethics; Enlightenment; Politics; Environmental movement; Humanity; Political science; Law; Philosophy; Epistemology","score_opus":0.03411861229385766,"score_gpt":0.22376402813162663,"score_spread":0.18964541583776898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237950876","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":[0.0015592554,0.00826294,0.0041164737,0.025814831,0.0034038762,0.000035413028,0.0010493934,0.00037155245,0.9553863],"genre_scores_gemma":[0.14193097,0.02129179,0.008968013,0.02075349,0.0027382148,0.00013879806,0.0035643603,0.00065963285,0.7999548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991912,0.00020458376,0.000030595587,0.00021732785,0.00022198168,0.00013423496],"domain_scores_gemma":[0.99957293,0.000070705195,0.00002787797,0.00013725617,0.00010261128,0.00008863379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078288873,0.0006586472,0.0004366344,0.00080397254,0.0031730628,0.0059178593,0.00083620986,0.0027068057,0.12636359],"category_scores_gemma":[0.0020524657,0.00020268119,0.00037108304,0.00073334505,0.004508151,0.007350167,0.0043601627,0.00252489,0.057978086],"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":[0.000023274522,0.00001443557,0.00048944773,0.00017508877,0.000014827605,0.0001606518,0.0016872361,0.00017494222,0.00029133607,0.5867342,0.32275304,0.08748157],"study_design_scores_gemma":[0.0000013186191,0.000003304478,0.0000998912,0.000060507162,0.0000014696741,0.00005202748,0.00026414957,0.000014082919,0.000045935292,0.028022096,0.9714317,0.0000034227044],"about_ca_topic_score_codex":0.0047127362,"about_ca_topic_score_gemma":0.007864177,"teacher_disagreement_score":0.12636359,"about_ca_system_score_codex":0.0022038522,"about_ca_system_score_gemma":0.002380504,"threshold_uncertainty_score":0.4227283},"labels":[],"label_agreement":null},{"id":"W4238383256","doi":"10.11647/obp.0204.16","title":"Extensive games","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Computer science","score_opus":0.05984354255903021,"score_gpt":0.2260839841525457,"score_spread":0.16624044159351548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238383256","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":[0.007324683,0.00993441,0.160386,0.006737175,0.00078549853,0.00020058827,0.0020681054,0.0005095861,0.8120539],"genre_scores_gemma":[0.41182202,0.020434482,0.07767515,0.004094892,0.0011673908,0.000816981,0.0035651338,0.00029385887,0.48013008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992218,0.0002973323,0.00004040163,0.00013234405,0.00022057415,0.00008751062],"domain_scores_gemma":[0.9994855,0.00027139147,0.000042305455,0.00008177033,0.00007006979,0.0000489082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005897867,0.0010398474,0.00072343566,0.00060538785,0.0009370909,0.0032691795,0.0010904414,0.0015315295,0.037323274],"category_scores_gemma":[0.001958146,0.00034909797,0.000546891,0.0009269472,0.0014621761,0.0031302925,0.0013863808,0.0021068107,0.007797344],"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":[0.000006514121,0.00001087195,0.00005023501,0.00004234644,0.000007590821,0.00003986739,0.00006670257,0.0022911904,0.00010955459,0.9644659,0.022409659,0.010499603],"study_design_scores_gemma":[0.000011988288,0.000011822073,0.00011086715,0.000053293814,0.000005688914,0.00009049775,0.000050422062,0.0057180575,0.00008494652,0.8485521,0.14530234,0.000007853493],"about_ca_topic_score_codex":0.0014823759,"about_ca_topic_score_gemma":0.0019745925,"teacher_disagreement_score":0.037323274,"about_ca_system_score_codex":0.0015494616,"about_ca_system_score_gemma":0.00086645316,"threshold_uncertainty_score":0.12485874},"labels":[],"label_agreement":null},{"id":"W4238422399","doi":"10.11647/obp.0193.11","title":"Air","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary 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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Harm; Aside; Atmosphere (unit); Clean Air Act; Air pollution; Political science; Environmental protection; Environmental planning; Natural resource economics; Engineering; Business; Environmental science; Geography; Meteorology; Law; Chemistry; Economics","score_opus":0.022486031474335293,"score_gpt":0.20653359392091722,"score_spread":0.18404756244658194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238422399","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":[0.0005084454,0.0076187467,0.0014081369,0.0033660224,0.004767763,0.000037599744,0.00055344024,0.0005046222,0.9812351],"genre_scores_gemma":[0.0031428032,0.0030444073,0.0009041955,0.0016544131,0.0005144139,0.000021211148,0.0003622376,0.00017366529,0.9901827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994466,0.000046764686,0.000018278677,0.0001401811,0.00029135143,0.000056993515],"domain_scores_gemma":[0.9997607,0.000030483296,0.000010645943,0.0000455734,0.00011581266,0.000036757636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035648193,0.00081934634,0.00039731822,0.0009354273,0.001974648,0.0045376043,0.0011406791,0.0023879544,0.32531634],"category_scores_gemma":[0.0007380602,0.0003424524,0.00042164643,0.00086618314,0.0009470216,0.0037880514,0.0023831632,0.0021919257,0.2145284],"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":[0.000042561536,0.000042603937,0.00019817801,0.00040436813,0.0000067770698,0.00013420639,0.00042234006,0.00015099294,0.002109438,0.114732355,0.67926556,0.20249061],"study_design_scores_gemma":[7.751671e-7,0.000004182305,0.000049548897,0.00003423776,5.971592e-7,0.00003099508,0.00003289531,0.0000118631,0.00015398892,0.001092258,0.99858713,0.0000016108023],"about_ca_topic_score_codex":0.0033370052,"about_ca_topic_score_gemma":0.0077349013,"teacher_disagreement_score":0.32531634,"about_ca_system_score_codex":0.0012279991,"about_ca_system_score_gemma":0.0011608292,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4238645971","doi":"10.11647/obp.0193.01","title":"Introduction","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Scope (computer science); Politics; Environmental ethics; Humanity; Earth system science; Geography; Political science; History; Ecology; Law; Computer science; Philosophy","score_opus":0.43724908324248474,"score_gpt":0.4205963678666337,"score_spread":0.016652715375851057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238645971","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":[0.0011950484,0.005864473,0.0024684551,0.015944779,0.019300174,0.00016859836,0.002761229,0.0008538712,0.9514434],"genre_scores_gemma":[0.004651173,0.0026633209,0.0008832602,0.0049338844,0.002284272,0.00008341205,0.0018136351,0.0003117554,0.9823752],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982863,0.00018261698,0.000066654924,0.00041597613,0.0008266881,0.0002216988],"domain_scores_gemma":[0.9984812,0.00022073188,0.00006546013,0.00016528586,0.0007671812,0.00030023282],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001058395,0.0008245981,0.0005994736,0.0014371454,0.003195565,0.007970448,0.0017945478,0.0036031955,0.42650777],"category_scores_gemma":[0.0045752926,0.00038980448,0.0007072537,0.0015490936,0.0014156576,0.005209262,0.0040790583,0.0035870827,0.2582623],"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":[0.000028019465,0.000024177889,0.00023512554,0.00013132567,0.0000022489412,0.00010389963,0.00063014706,0.000052923002,0.00017972186,0.036193274,0.8942968,0.06812221],"study_design_scores_gemma":[0.0000012152556,0.0000063290645,0.000113597634,0.00006703188,4.988027e-7,0.000045064575,0.00012549158,0.000009971155,0.000033014752,0.0014456776,0.9981495,0.000002489057],"about_ca_topic_score_codex":0.005169967,"about_ca_topic_score_gemma":0.0074010943,"teacher_disagreement_score":0.42650777,"about_ca_system_score_codex":0.0031272336,"about_ca_system_score_gemma":0.003275516,"threshold_uncertainty_score":0.81801707},"labels":[],"label_agreement":null},{"id":"W4239132656","doi":"10.11647/obp.0213.21","title":"14. Sustainability, Living Labs and Repair","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"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":"University of Alberta","keywords":"Sustainability; Ethos; Geography; Climate change; Work (physics); Premise; Political science; Engineering; Oceanography; Ecology; Law","score_opus":0.023404599715163003,"score_gpt":0.2385756611674769,"score_spread":0.21517106145231388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239132656","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":[0.0025471956,0.012136501,0.003979197,0.06097762,0.004841248,0.00010880619,0.00014287786,0.000392812,0.9148737],"genre_scores_gemma":[0.063700385,0.013307592,0.0042726505,0.027936025,0.0015587653,0.00020814658,0.00019002816,0.00034955566,0.8884768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701905,0.0010266775,0.00013938952,0.00033604298,0.0009822587,0.0004966535],"domain_scores_gemma":[0.99835074,0.00029160542,0.00015176627,0.00022821197,0.0005623053,0.00041541844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026006126,0.00064801803,0.00030759405,0.000945437,0.00482381,0.010778058,0.0012818908,0.0069866152,0.06661354],"category_scores_gemma":[0.004087932,0.000275118,0.0005071232,0.0011453741,0.009683222,0.00949762,0.007424675,0.0043799113,0.01893932],"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":[0.000016136399,0.00004527542,0.00036932479,0.0002395115,0.0000036050283,0.00011661966,0.0045280647,0.000139787,0.00026329665,0.6937179,0.23891838,0.06164215],"study_design_scores_gemma":[0.0000019412612,0.000014404157,0.00022551627,0.00020526697,0.0000012193857,0.000064116386,0.0013639996,0.000023488625,0.00010446594,0.021356544,0.9766333,0.000005758677],"about_ca_topic_score_codex":0.008030608,"about_ca_topic_score_gemma":0.012766139,"teacher_disagreement_score":0.06661354,"about_ca_system_score_codex":0.0053283093,"about_ca_system_score_gemma":0.0065651983,"threshold_uncertainty_score":0.22284448},"labels":[],"label_agreement":null},{"id":"W4239993657","doi":"10.11647/obp.0213.07","title":"7. Design Education in the Anthropocene","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"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":"University of Alberta","keywords":"Brainstorming; Anthropocene; Management science; Process (computing); Design thinking; Engineering; Computer science; Engineering ethics; Engineering management; Environmental ethics; Artificial intelligence","score_opus":0.09665035950233691,"score_gpt":0.3374973404567514,"score_spread":0.24084698095441448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239993657","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":[0.0047106426,0.039973024,0.021362321,0.019825086,0.0018403326,0.000056522775,0.000046957353,0.0002696705,0.91191536],"genre_scores_gemma":[0.10925924,0.070706114,0.041021254,0.012715777,0.0012082425,0.00034761295,0.00024727712,0.0006008115,0.7638936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99795914,0.0010235616,0.00007295724,0.00015110534,0.00065269327,0.00014057553],"domain_scores_gemma":[0.9986626,0.00078347756,0.00006221598,0.0001822885,0.00018955168,0.00011985811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015575968,0.00064825924,0.00029170304,0.0010137057,0.0026774793,0.0053670215,0.0007511661,0.00203385,0.028711691],"category_scores_gemma":[0.0024261707,0.00036011133,0.0005129781,0.0010378086,0.0048411507,0.003897269,0.0026908542,0.0027000138,0.005534981],"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":[0.000017088087,0.00008130871,0.00036828412,0.00067395624,0.0000065907084,0.00014009229,0.010222118,0.00084559416,0.0004983105,0.72039664,0.088021725,0.1787284],"study_design_scores_gemma":[0.000002318928,0.000008801485,0.00014492021,0.0003151147,8.776813e-7,0.00011164996,0.0009895503,0.00007929976,0.0001460567,0.027434941,0.970763,0.0000033985505],"about_ca_topic_score_codex":0.0020490442,"about_ca_topic_score_gemma":0.005460699,"teacher_disagreement_score":0.028711691,"about_ca_system_score_codex":0.004229607,"about_ca_system_score_gemma":0.0027308306,"threshold_uncertainty_score":0.0960502},"labels":[],"label_agreement":null},{"id":"W4240087309","doi":"10.11647/obp.0193.17","title":"Climate Negotiation","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Kyoto Protocol; Climate change; Negotiation; Political science; International community; Politics; Happening; Development economics; Geography; International trade; Business; Economics; History; Law","score_opus":0.1306935042673202,"score_gpt":0.24769835129754564,"score_spread":0.11700484703022543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240087309","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":[0.00043893617,0.006386907,0.0023413312,0.006361968,0.0012677138,0.000018749735,0.00006674839,0.00007068253,0.9830468],"genre_scores_gemma":[0.060153615,0.01146381,0.0025382196,0.011042153,0.0020046441,0.00013841993,0.00036203527,0.00036569568,0.9119314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988136,0.00036116526,0.0000459093,0.00022044053,0.0004006991,0.00015819349],"domain_scores_gemma":[0.99920255,0.00035543647,0.000042876498,0.00014217384,0.00015806156,0.000098913064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014524928,0.00059717114,0.00041003566,0.0008663962,0.0031819465,0.007424229,0.001506901,0.0035807192,0.0946074],"category_scores_gemma":[0.0043544695,0.00030550006,0.00051579665,0.001572144,0.003226883,0.0091673825,0.0040154257,0.0042387806,0.032210432],"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":[0.000007857885,0.000012534205,0.00003080059,0.00005925448,0.0000027044605,0.00004660928,0.0006996008,0.00022486808,0.000060089238,0.86806566,0.10709028,0.023699751],"study_design_scores_gemma":[0.000002013768,0.0000030382175,0.00003732621,0.00009394661,8.8259634e-7,0.000056424735,0.00019906733,0.00009698798,0.00004625624,0.11981388,0.8796463,0.000003817534],"about_ca_topic_score_codex":0.0019210377,"about_ca_topic_score_gemma":0.0020918974,"teacher_disagreement_score":0.0946074,"about_ca_system_score_codex":0.004036879,"about_ca_system_score_gemma":0.0022297131,"threshold_uncertainty_score":0.31649327},"labels":[],"label_agreement":null},{"id":"W4241610262","doi":"10.11647/obp.0193.20","title":"Fish","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Global Energy and Sustainability Research","field":"Energy","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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Fishing; Fishery; Fish <Actinopterygii>; Biodiversity; Fishing industry; Commercial fishing; Geography; Business; Ecology; Biology","score_opus":0.030712332933659468,"score_gpt":0.2708842733512424,"score_spread":0.2401719404175829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241610262","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":[0.00047890007,0.0115079805,0.00080270146,0.001978641,0.0015083933,0.000023758184,0.0005117788,0.0002622747,0.98292565],"genre_scores_gemma":[0.0014716693,0.003187708,0.0006107226,0.0009299897,0.00014127372,0.000016395003,0.0003084378,0.00008225152,0.9932515],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9998547,0.000010481877,0.0000060280136,0.00004569746,0.00006992334,0.000013058562],"domain_scores_gemma":[0.99993956,0.000009331644,0.0000039192164,0.000011481402,0.00002339808,0.000012328535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015802674,0.00075256,0.0003487969,0.0008772501,0.00132151,0.0029482308,0.0006771288,0.0012370475,0.23734474],"category_scores_gemma":[0.0002695678,0.0002480432,0.00028287453,0.0009613676,0.00091297727,0.002690808,0.0018518753,0.0014706231,0.16545093],"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":[0.000034129538,0.000024565523,0.0002178826,0.00032583484,0.0000043365812,0.00012219939,0.0003500155,0.00012564857,0.0016510973,0.07240128,0.55744106,0.36730194],"study_design_scores_gemma":[7.2242614e-7,0.0000033165811,0.00010787303,0.000038051836,5.24919e-7,0.00005381713,0.00003525007,0.000011776493,0.00006975248,0.0019550044,0.99772257,0.0000013760585],"about_ca_topic_score_codex":0.003959242,"about_ca_topic_score_gemma":0.014410888,"teacher_disagreement_score":0.23734474,"about_ca_system_score_codex":0.001155401,"about_ca_system_score_gemma":0.00064969884,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4241797199","doi":"10.11647/obp.0211.19","title":"Socialism","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Socialism; Political science; Law; Communism","score_opus":0.0766006217045467,"score_gpt":0.23182244797729828,"score_spread":0.15522182627275158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241797199","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":[0.0030156472,0.0020942546,0.01906803,0.00764516,0.00035925824,0.00003650019,0.00031183413,0.00012553195,0.9673439],"genre_scores_gemma":[0.42801726,0.0064922366,0.020440677,0.0042513506,0.000865828,0.00022862939,0.00094001053,0.00025315955,0.53851086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99938154,0.00025314203,0.000019563979,0.00012337393,0.00015088638,0.00007138307],"domain_scores_gemma":[0.9996315,0.00013781039,0.00003029921,0.00009533528,0.000062363884,0.00004271643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000619206,0.00045675435,0.00029135172,0.0005888944,0.001418595,0.0031684344,0.0005245336,0.0011584113,0.029443415],"category_scores_gemma":[0.0012030574,0.00018946054,0.0004898312,0.00060103374,0.0033858712,0.0029302195,0.001435742,0.0016438884,0.0059423028],"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":[0.0000012727661,0.0000026615794,0.000028586255,0.000009673978,0.0000018327639,0.000007044233,0.00011561336,0.00015570228,0.000026171952,0.98632056,0.009342811,0.0039879177],"study_design_scores_gemma":[0.0000026670593,0.0000044075823,0.000097098404,0.00003122681,0.0000018217552,0.00003736611,0.00009972671,0.00046935433,0.00004647982,0.779172,0.22003517,0.0000027895205],"about_ca_topic_score_codex":0.0018012723,"about_ca_topic_score_gemma":0.0022175987,"teacher_disagreement_score":0.029443415,"about_ca_system_score_codex":0.002278953,"about_ca_system_score_gemma":0.0009264258,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4241889718","doi":"10.11647/obp.0193.26","title":"Media","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Globe; Newspaper; Geography; Media studies; Headline; Climate change; Citizen journalism; Political science; History; Advertising; Sociology; Geology; Psychology; Law","score_opus":0.5915265585544376,"score_gpt":0.44061152130290476,"score_spread":0.15091503725153282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241889718","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":[0.0012629345,0.0027075089,0.0008487124,0.0064192303,0.00588253,0.00017522491,0.0038905223,0.0008311087,0.97798216],"genre_scores_gemma":[0.014486581,0.0053711804,0.0014123704,0.0070392257,0.0036109677,0.00028588882,0.005251685,0.00071312377,0.961829],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775827,0.00032787098,0.00014300951,0.00030545695,0.0010858158,0.00037957315],"domain_scores_gemma":[0.9955505,0.0008594503,0.0002973088,0.00049833045,0.00203184,0.0007627022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016870896,0.0009911238,0.00045178257,0.0037552104,0.004577013,0.011879735,0.0017094333,0.0029611727,0.4160207],"category_scores_gemma":[0.010924708,0.0004328198,0.00055481214,0.0034581397,0.0010182837,0.008089042,0.0053268666,0.002466564,0.25700158],"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":[0.00008473198,0.000036516038,0.00038194377,0.00035814228,0.0000050664607,0.00021730001,0.0014207893,0.000037799382,0.00045975132,0.02130774,0.83280045,0.14288993],"study_design_scores_gemma":[0.0000029180853,0.000007185328,0.00020748285,0.00011487111,0.0000018662392,0.00007068869,0.00031178785,0.000011272641,0.00011827317,0.00061014714,0.9985385,0.0000050268277],"about_ca_topic_score_codex":0.004632817,"about_ca_topic_score_gemma":0.0068487087,"teacher_disagreement_score":0.4160207,"about_ca_system_score_codex":0.0024297591,"about_ca_system_score_gemma":0.0028216105,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4243357036","doi":"10.11647/obp.0193.22","title":"Land","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental 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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Geography; Per capita; Land degradation; Consumption (sociology); Population; Biodiversity; Natural resource economics; Environmental degradation; Agroforestry; Environmental protection; Agriculture; Environmental science; Ecology; Economics; Archaeology; Social science; Biology","score_opus":0.013132548030092719,"score_gpt":0.21179136292417772,"score_spread":0.198658814894085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243357036","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":[0.00078074815,0.0065835533,0.001900621,0.0012978499,0.0010717646,0.000028730969,0.0011521616,0.0002647933,0.98691976],"genre_scores_gemma":[0.011300912,0.009438088,0.0021185987,0.0008861103,0.00044610462,0.0000405703,0.0018451557,0.00023850493,0.97368604],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99977905,0.000023889887,0.000009488523,0.00005346972,0.00010948404,0.000024566847],"domain_scores_gemma":[0.99991524,0.000014344781,0.000006924501,0.000020775695,0.000030203531,0.000012600904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014929546,0.00049808965,0.000342385,0.0011431844,0.0010891623,0.0034803948,0.0007332178,0.00092254404,0.27051276],"category_scores_gemma":[0.00044021502,0.0001622646,0.0003080877,0.0020540182,0.0006762633,0.0028577799,0.0013725269,0.0007900237,0.12216356],"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":[0.000022471588,0.00003062925,0.00048411335,0.00033773106,0.000007096014,0.00014815712,0.00066040485,0.00044473552,0.00065152836,0.22818467,0.3822302,0.38679817],"study_design_scores_gemma":[5.668316e-7,0.0000025700306,0.000119214965,0.000035263947,4.971074e-7,0.000054154447,0.000058325906,0.000021875303,0.000037067064,0.0028472717,0.99682164,0.0000014921096],"about_ca_topic_score_codex":0.0025430806,"about_ca_topic_score_gemma":0.0052387575,"teacher_disagreement_score":0.27051276,"about_ca_system_score_codex":0.0010533249,"about_ca_system_score_gemma":0.000691703,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4243470328","doi":"10.11647/obp.0218.02","title":"1. Surrogate Skin","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":0,"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":"York University; University of Hull; New York Community Trust; University of Virginia; Andy Warhol Foundation for the Visual Arts; New York Foundation for the Arts","keywords":"Medicine; Dermatology","score_opus":0.06850285471556708,"score_gpt":0.3165615140857746,"score_spread":0.24805865937020752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243470328","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":[0.0039246185,0.003026286,0.0013944453,0.0037652806,0.0016251956,0.000044969653,0.00008727993,0.00011912811,0.98601276],"genre_scores_gemma":[0.08121427,0.0030098294,0.0023595176,0.0043337825,0.0004820251,0.00006896464,0.00018035328,0.00035880072,0.9079924],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987734,0.00034666667,0.000038993418,0.0001930061,0.00041779745,0.00023001674],"domain_scores_gemma":[0.9993093,0.00010409688,0.000047240992,0.00013857451,0.00018831866,0.00021235298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008303216,0.00062239956,0.00025097397,0.0008774912,0.005756654,0.007663245,0.00082356937,0.0023335102,0.098177165],"category_scores_gemma":[0.0022292994,0.0003083419,0.00043903323,0.00066934637,0.0032817083,0.0042864047,0.005168077,0.003069774,0.030658273],"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":[0.00007913118,0.000066002045,0.0010453309,0.00039317264,0.0000041920957,0.0017705909,0.019328346,0.00012160815,0.0016913201,0.32745695,0.50096065,0.14708269],"study_design_scores_gemma":[0.000002121488,0.000014666815,0.00026202478,0.00015603122,0.0000011178497,0.0013201187,0.0026808954,0.000021202493,0.00019658335,0.0024258976,0.99291456,0.0000047568524],"about_ca_topic_score_codex":0.0034322517,"about_ca_topic_score_gemma":0.009531849,"teacher_disagreement_score":0.098177165,"about_ca_system_score_codex":0.0017568175,"about_ca_system_score_gemma":0.0015030375,"threshold_uncertainty_score":0.32843536},"labels":[],"label_agreement":null},{"id":"W4243966253","doi":"10.11647/obp.0218.04","title":"3. Electric Dreams","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"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":"York University; University of Hull; New York Community Trust; University of Virginia; Andy Warhol Foundation for the Visual Arts; New York Foundation for the Arts","keywords":"History","score_opus":0.036364991959404486,"score_gpt":0.2793701484367269,"score_spread":0.24300515647732243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243966253","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":[0.009264218,0.0061389944,0.0027274676,0.08433074,0.008705663,0.000058439695,0.00023175901,0.00028166483,0.888261],"genre_scores_gemma":[0.19571927,0.0052801752,0.00206371,0.05560582,0.0019482045,0.0001161802,0.00030957357,0.0005072554,0.7384498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708766,0.0010322679,0.00009611647,0.0002753698,0.00081715913,0.00069138623],"domain_scores_gemma":[0.9981579,0.00026782026,0.0001205727,0.00030391748,0.0004634725,0.000686349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025082224,0.00081504515,0.00041985177,0.0008083305,0.014768135,0.012320227,0.0014395749,0.0040986054,0.03932393],"category_scores_gemma":[0.0059011444,0.00039325343,0.0007741761,0.0008409759,0.0125896605,0.011155495,0.009623836,0.011415557,0.01804758],"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":[0.000051410854,0.000046475878,0.0006823425,0.00012531529,0.000008207736,0.0008061976,0.048545644,0.00008226015,0.00023221744,0.4869405,0.43002397,0.03245544],"study_design_scores_gemma":[0.0000038533785,0.0000094055185,0.00016139729,0.00009809042,0.0000016322986,0.00049587997,0.025499769,0.00002770913,0.00006678999,0.019066116,0.95455724,0.000012108109],"about_ca_topic_score_codex":0.010551754,"about_ca_topic_score_gemma":0.01764396,"teacher_disagreement_score":0.03932393,"about_ca_system_score_codex":0.0048755584,"about_ca_system_score_gemma":0.0049203923,"threshold_uncertainty_score":0.13155162},"labels":[],"label_agreement":null},{"id":"W4244470375","doi":"10.11647/obp.0169.07","title":"Introduction","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"South Asian Studies and Conflicts","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 British Columbia","funders":"","keywords":"Computer science","score_opus":0.03066863710807157,"score_gpt":0.2836779380832968,"score_spread":0.2530093009752252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244470375","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":[0.0011142417,0.010296638,0.0032771113,0.011658314,0.009812745,0.00014398512,0.002947329,0.0007451774,0.96000445],"genre_scores_gemma":[0.0089234775,0.010398066,0.0026845993,0.0049921614,0.0039464757,0.00012674517,0.0040037776,0.0004478789,0.96447676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919873,0.000109251785,0.0000436974,0.00018887299,0.0003732712,0.00008614197],"domain_scores_gemma":[0.998847,0.0002566659,0.00005735818,0.00011447926,0.0005648845,0.00015955226],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000649862,0.00076666346,0.00050234125,0.001441334,0.0017530817,0.0049708793,0.0015476774,0.0022566735,0.3701124],"category_scores_gemma":[0.0033054436,0.00027545687,0.0004254216,0.0015270435,0.00093522633,0.0035614395,0.0020414656,0.0022445032,0.1987129],"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":[0.000029013314,0.00003675796,0.000248212,0.00032085748,0.0000030803196,0.00013054305,0.00073724764,0.00014400357,0.0003194734,0.07571304,0.81883496,0.10348276],"study_design_scores_gemma":[0.000001029659,0.0000059362733,0.0001174212,0.00010538686,6.4433675e-7,0.000071177186,0.00010676049,0.000016064741,0.0000355498,0.0041627605,0.9953746,0.0000025872444],"about_ca_topic_score_codex":0.0023903148,"about_ca_topic_score_gemma":0.0024161036,"teacher_disagreement_score":0.6298876,"about_ca_system_score_codex":0.0018010742,"about_ca_system_score_gemma":0.0018509184,"threshold_uncertainty_score":0.89845824},"labels":[],"label_agreement":null},{"id":"W4244472370","doi":"10.11647/obp.0193.02","title":"Earth Sounds","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Cryospheric studies and observations","field":"Earth and Planetary 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 British Columbia","funders":"","keywords":"Musical; Representation (politics); Ice core; Symphony; Perspective (graphical); Core (optical fiber); Range (aeronautics); Computer science; Geology; Geography; Visual arts; Art; Climatology; Engineering; Literature; Telecommunications; Political science","score_opus":0.04209130866942731,"score_gpt":0.2188165695109835,"score_spread":0.17672526084155618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244472370","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":[0.0010571297,0.0041587455,0.0024095376,0.0010884024,0.0021164806,0.000020827814,0.00046553096,0.0005001443,0.9881832],"genre_scores_gemma":[0.00749391,0.0027440994,0.0014465072,0.00065005844,0.00057068537,0.000018213144,0.00050876057,0.00035894604,0.9862089],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982077,0.00001373923,0.000005760669,0.000033609616,0.000102911355,0.000023311071],"domain_scores_gemma":[0.9998896,0.000028555662,0.0000042066454,0.000020054204,0.000031691874,0.000025864996],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015696783,0.000756585,0.00030907444,0.0011348525,0.001288955,0.003911255,0.0006728256,0.0010185505,0.2699223],"category_scores_gemma":[0.000593498,0.00021170442,0.0003258335,0.0007788775,0.00066496903,0.0024170969,0.0022111202,0.0014995522,0.11493841],"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":[0.00005764964,0.000035655583,0.00016864017,0.00037448978,0.0000061342057,0.00023381425,0.001586889,0.00025058034,0.003170892,0.12984908,0.540887,0.3233792],"study_design_scores_gemma":[0.0000016218019,0.000005211723,0.00013419872,0.000047692032,7.455683e-7,0.000129722,0.00011868107,0.000029771909,0.00011173782,0.0028485318,0.9965693,0.0000028572108],"about_ca_topic_score_codex":0.00092815974,"about_ca_topic_score_gemma":0.002392713,"teacher_disagreement_score":0.73007774,"about_ca_system_score_codex":0.00059893954,"about_ca_system_score_gemma":0.00031431596,"threshold_uncertainty_score":0.90298},"labels":[],"label_agreement":null},{"id":"W4244809592","doi":"10.11647/obp.0211.01","title":"Preferences and utility","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Psychology","score_opus":0.09362604386414197,"score_gpt":0.2297140213759319,"score_spread":0.13608797751178991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244809592","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":[0.013842491,0.032051384,0.09912998,0.020674253,0.00075804454,0.00007528512,0.0010152448,0.00019972565,0.8322535],"genre_scores_gemma":[0.5965027,0.036374494,0.042552367,0.005000925,0.0014245352,0.00025505765,0.0014495912,0.00020087844,0.31623936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992605,0.00036056264,0.000023702483,0.0001090646,0.00016371222,0.00008248856],"domain_scores_gemma":[0.9995764,0.0002285087,0.000035987385,0.000058494454,0.000054832566,0.00004579637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007874513,0.000707069,0.0005075466,0.00064005004,0.00086611963,0.0043782294,0.0005843925,0.001536223,0.01774189],"category_scores_gemma":[0.0025927126,0.00028799268,0.00040955402,0.0013927474,0.00201641,0.0047280304,0.0012428155,0.002487108,0.003838948],"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":[0.000003962703,0.0000064363476,0.000090457994,0.00002419407,0.0000041178328,0.000016595879,0.00015777147,0.0006473101,0.000044208897,0.9800386,0.008323255,0.010643117],"study_design_scores_gemma":[0.000002844347,0.00000656286,0.00018678234,0.00004573515,0.0000025653123,0.00006128526,0.00011247589,0.0010231372,0.00003035504,0.93768555,0.06083812,0.000004588165],"about_ca_topic_score_codex":0.0014876887,"about_ca_topic_score_gemma":0.0013266696,"teacher_disagreement_score":0.01774189,"about_ca_system_score_codex":0.001576314,"about_ca_system_score_gemma":0.0007051414,"threshold_uncertainty_score":0.059352517},"labels":[],"label_agreement":null},{"id":"W4245011649","doi":"10.11647/obp.0193.25","title":"Fresh Water","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Wastewater Treatment and Reuse","field":"Environmental 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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Sanitation; Environmental planning; Business; Agriculture; Developing country; Sustainable development; Natural resource economics; Environmental protection; Environmental engineering; Engineering; Geography; Political science; Economic growth; Economics","score_opus":0.018920105454474496,"score_gpt":0.20603411435261249,"score_spread":0.18711400889813798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245011649","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":[0.00064154924,0.010897785,0.002372292,0.0034273602,0.003143262,0.00009159447,0.0010677574,0.0005466258,0.97781175],"genre_scores_gemma":[0.0027760167,0.0051218653,0.0014413343,0.0014559547,0.00029122285,0.000037744212,0.0006174703,0.000170951,0.9880874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995704,0.00003469901,0.000020869988,0.00009785657,0.00023101663,0.000045090266],"domain_scores_gemma":[0.9998411,0.000020841482,0.000010482455,0.000028214828,0.00007255021,0.00002673523],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002691918,0.00083772955,0.00048314323,0.0012391212,0.0016486235,0.0042468794,0.0010638746,0.0020099385,0.39294904],"category_scores_gemma":[0.0007075513,0.00031876873,0.0005563306,0.0015371075,0.0007937983,0.00385982,0.003029004,0.0018157822,0.20101133],"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":[0.00003747675,0.000059723647,0.00021606052,0.00055618177,0.000006225181,0.00019989106,0.000490743,0.00019312263,0.0019697447,0.07779625,0.54227895,0.3761958],"study_design_scores_gemma":[9.984427e-7,0.0000043129744,0.000047681286,0.00004698805,6.1322385e-7,0.000041345425,0.00003566565,0.000013622396,0.00010640558,0.0015954402,0.99810505,0.0000018103531],"about_ca_topic_score_codex":0.003483477,"about_ca_topic_score_gemma":0.007872676,"teacher_disagreement_score":0.39294904,"about_ca_system_score_codex":0.0015235991,"about_ca_system_score_gemma":0.0015914979,"threshold_uncertainty_score":0.86588454},"labels":[],"label_agreement":null},{"id":"W4245580895","doi":"10.11647/obp.0218.12","title":"9. Revisionist","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Caribbean history, culture, and politics","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":"Political science","score_opus":0.05290986478233041,"score_gpt":0.30467547238762155,"score_spread":0.25176560760529115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245580895","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":[0.0037697835,0.0026877874,0.005682898,0.02599173,0.002179817,0.00007886222,0.00013752608,0.00013964398,0.95933187],"genre_scores_gemma":[0.2688059,0.001686848,0.004512145,0.018071739,0.0030317735,0.00027111213,0.00021434508,0.0004732335,0.7029329],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99283093,0.0023716376,0.00032741504,0.0017162571,0.0015493509,0.0012045094],"domain_scores_gemma":[0.9957503,0.0010281658,0.00031647107,0.0011571604,0.0013710125,0.0003769168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005106362,0.0006732691,0.00036880793,0.0014491569,0.009192395,0.012458104,0.0020853737,0.0047473237,0.03984735],"category_scores_gemma":[0.009257559,0.00038296363,0.00076687464,0.0008108686,0.015036562,0.0073411968,0.005638729,0.0073284027,0.010159683],"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":[0.000010821524,0.0000107613805,0.0001476643,0.0000346974,0.000002978557,0.000088021465,0.00515606,0.000041558415,0.000091634654,0.94147044,0.045307018,0.0076383273],"study_design_scores_gemma":[0.0000068257937,0.000009891846,0.00022032998,0.00012359685,0.0000028304314,0.00015724634,0.0018428292,0.000141708,0.00018788736,0.0679265,0.92937064,0.000009616315],"about_ca_topic_score_codex":0.008204166,"about_ca_topic_score_gemma":0.012132685,"teacher_disagreement_score":0.03984735,"about_ca_system_score_codex":0.008603866,"about_ca_system_score_gemma":0.0048706913,"threshold_uncertainty_score":0.13330263},"labels":[],"label_agreement":null},{"id":"W4246063356","doi":"10.11647/obp.0096.01","title":"1. Introduction","year":2016,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","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":"York University","funders":"","keywords":"Computer science","score_opus":0.37427847929988933,"score_gpt":0.42135032679693507,"score_spread":0.04707184749704574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246063356","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":[0.00069445476,0.01634969,0.0038297083,0.007930941,0.0053362614,0.00012361034,0.001197292,0.00037650345,0.9641615],"genre_scores_gemma":[0.006166714,0.01878136,0.0030099915,0.003316156,0.0027271737,0.00013528495,0.0015982148,0.00032439586,0.9639408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990451,0.00013829656,0.000048671358,0.00021235252,0.00047607886,0.00007957731],"domain_scores_gemma":[0.9990939,0.00031475394,0.000050664014,0.000090852336,0.00034155027,0.000108353],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006578734,0.0008046174,0.00058260065,0.0018145924,0.0022648661,0.0058777053,0.0016593309,0.0025390706,0.23790759],"category_scores_gemma":[0.002930742,0.00036330544,0.0004373638,0.0022765377,0.0015895594,0.005047816,0.0023156295,0.0029791275,0.116795294],"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":[0.000028093593,0.000045384266,0.0002376469,0.0005021853,0.0000029968614,0.00015336674,0.0017423378,0.0002928252,0.00031600762,0.21292306,0.6456696,0.13808645],"study_design_scores_gemma":[5.950182e-7,0.0000048217144,0.000063340085,0.00016997322,4.6521788e-7,0.00005986639,0.000114753166,0.000017230244,0.000024511895,0.007027845,0.9925143,0.00000230941],"about_ca_topic_score_codex":0.0027820666,"about_ca_topic_score_gemma":0.0029074692,"teacher_disagreement_score":0.7620924,"about_ca_system_score_codex":0.0022307828,"about_ca_system_score_gemma":0.001969686,"threshold_uncertainty_score":0.7958802},"labels":[],"label_agreement":null},{"id":"W4246283731","doi":"10.11647/obp.0193.10","title":"Environmental Economics","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change Policy 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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Pigou effect; Coase theorem; Economics; Environmental pollution; Public economics; Natural resource economics; Law and economics; Transaction cost; Macroeconomics; Environmental protection; Microeconomics; Environmental science","score_opus":0.09983404604539267,"score_gpt":0.2180069003611241,"score_spread":0.11817285431573143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246283731","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":[0.0003706561,0.01264258,0.002379369,0.007422259,0.0008267167,0.000025630721,0.0003529502,0.00008404254,0.9758959],"genre_scores_gemma":[0.020839617,0.019675836,0.0020767974,0.004773938,0.0009287703,0.000066370114,0.0004938239,0.000121295336,0.9510237],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941146,0.00009717826,0.00002171614,0.000117076015,0.00029223334,0.000060387192],"domain_scores_gemma":[0.9996419,0.00011366012,0.000019216506,0.00006804104,0.0001252542,0.000031918426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004817953,0.0005898901,0.00040054505,0.00092967896,0.0012232699,0.004119085,0.000609958,0.0022782148,0.1151428],"category_scores_gemma":[0.0014164709,0.00022511157,0.00028351689,0.0014432721,0.0019436706,0.003482931,0.0015022513,0.0020398933,0.03569729],"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":[0.0000050991757,0.000013958099,0.00008398975,0.000105770545,0.0000033386818,0.000032104927,0.00008538532,0.00035418716,0.000100032354,0.7246103,0.2217098,0.052895963],"study_design_scores_gemma":[9.83449e-7,0.0000028222557,0.00007872029,0.00008469506,6.722959e-7,0.00003290048,0.000032362277,0.00005915815,0.00003740428,0.05739714,0.942271,0.0000021349797],"about_ca_topic_score_codex":0.0034051924,"about_ca_topic_score_gemma":0.004998434,"teacher_disagreement_score":0.1151428,"about_ca_system_score_codex":0.002972191,"about_ca_system_score_gemma":0.0023468481,"threshold_uncertainty_score":0.38519102},"labels":[],"label_agreement":null},{"id":"W4246570676","doi":"10.11647/obp.0213.20","title":"13. Asking Why","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"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":"University of Alberta","keywords":"Sustainability; Work (physics); Environmental ethics; Product (mathematics); Engineering; Public relations; Engineering ethics; Sociology; Political science; Ecology","score_opus":0.011458697439622757,"score_gpt":0.19768780629837981,"score_spread":0.18622910885875707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246570676","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":[0.001135256,0.013892373,0.007239545,0.090409316,0.014418517,0.00011482728,0.00030133835,0.00036053458,0.8721283],"genre_scores_gemma":[0.030441964,0.012021875,0.0060955225,0.07565233,0.0043276483,0.00020058188,0.00044265168,0.0005329005,0.8702845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779236,0.000848733,0.0000961879,0.00046788863,0.0005006739,0.00029413964],"domain_scores_gemma":[0.9981483,0.000896802,0.000104659906,0.00018271664,0.00048528414,0.00018225632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025001692,0.0012931759,0.00059990224,0.00092031405,0.0052313423,0.008878078,0.0014042832,0.006312543,0.06970328],"category_scores_gemma":[0.005686268,0.0005012763,0.0013857742,0.00089519116,0.010037712,0.012612906,0.004198881,0.008401759,0.040995747],"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":[0.000018367811,0.000027251068,0.00019779788,0.00026184102,0.0000096918375,0.00024187184,0.010026084,0.0000899707,0.00032565917,0.55341774,0.40032995,0.035053704],"study_design_scores_gemma":[0.0000030655656,0.000005110755,0.0000815076,0.00025173332,0.0000033002518,0.0001663605,0.0024822478,0.00004636812,0.00010991438,0.050996684,0.9458458,0.000007867203],"about_ca_topic_score_codex":0.00545449,"about_ca_topic_score_gemma":0.007863233,"teacher_disagreement_score":0.06970328,"about_ca_system_score_codex":0.00407638,"about_ca_system_score_gemma":0.0043429695,"threshold_uncertainty_score":0.2331807},"labels":[],"label_agreement":null},{"id":"W4246702823","doi":"10.11647/obp.0193.23","title":"Oceans 2020","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Arctic and Russian Policy 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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Oceanography; Marine ecosystem; Geography; Coral reef; Environmental science; Ecosystem; Geology; Ecology; Biology","score_opus":0.045061049608610515,"score_gpt":0.31038167113290527,"score_spread":0.26532062152429475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246702823","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":[0.00062256545,0.005923022,0.002937128,0.016827956,0.019356903,0.00016269005,0.023346007,0.0070620324,0.9237617],"genre_scores_gemma":[0.005800955,0.010866683,0.0051188204,0.012236894,0.003791308,0.00034039005,0.030649226,0.003344484,0.9278512],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916184,0.000119477176,0.000052464955,0.000118382566,0.0003459621,0.00020185063],"domain_scores_gemma":[0.999014,0.000104662,0.00007115268,0.00012351749,0.00034263212,0.0003441006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012164859,0.0013148492,0.0005953021,0.0020003372,0.0012838861,0.007066906,0.0012502964,0.0030685312,0.5733666],"category_scores_gemma":[0.003437733,0.00039239286,0.00066690316,0.002002747,0.0006759327,0.005802136,0.0044418904,0.0021499863,0.58746445],"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":[0.000033235436,0.000018965937,0.00016136825,0.00027100364,0.000004842869,0.000040944353,0.000045362172,0.00007073848,0.00021422066,0.010686143,0.8677863,0.1206668],"study_design_scores_gemma":[0.0000025108616,0.0000035262435,0.000047722704,0.000038733808,6.3705284e-7,0.000011749741,0.000014491016,0.000013945447,0.000021785772,0.0008824362,0.9989606,0.0000017986722],"about_ca_topic_score_codex":0.0026702934,"about_ca_topic_score_gemma":0.003646834,"teacher_disagreement_score":0.5733666,"about_ca_system_score_codex":0.0012672854,"about_ca_system_score_gemma":0.0027055189,"threshold_uncertainty_score":0.6085408},"labels":[],"label_agreement":null},{"id":"W4247811935","doi":"10.11647/obp.0211.14","title":"A market with asymmetric information","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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","score_opus":0.02685134156739029,"score_gpt":0.19193291076519584,"score_spread":0.16508156919780553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247811935","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":[0.03963688,0.006607859,0.25574195,0.022797206,0.0011492417,0.00021568677,0.0015165557,0.0005265635,0.67180794],"genre_scores_gemma":[0.7251817,0.0071946373,0.052744262,0.0027372153,0.0016251445,0.00039922033,0.00094610144,0.00018313382,0.2089887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991677,0.00030349233,0.0000310008,0.00015699845,0.00025418558,0.000086735694],"domain_scores_gemma":[0.9990689,0.00051198073,0.00008856527,0.00014752978,0.00008411333,0.00009894068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009485535,0.0005788272,0.0006765582,0.0005580843,0.0010595728,0.005220633,0.001142794,0.0026986236,0.021126978],"category_scores_gemma":[0.00318035,0.0003653073,0.0007082479,0.0009187677,0.0019339629,0.0075868,0.0016520757,0.0022132474,0.0030191175],"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":[0.0000098346,0.0000097886195,0.00004281732,0.000019678235,0.000006036526,0.000052388037,0.00004302042,0.0019570414,0.00011869067,0.9876903,0.0061872383,0.0038631132],"study_design_scores_gemma":[0.000014384069,0.000010928285,0.00006170087,0.00001934929,0.0000052818327,0.00008515889,0.000025739644,0.012543664,0.00008236183,0.96389616,0.023248123,0.0000071971767],"about_ca_topic_score_codex":0.000719133,"about_ca_topic_score_gemma":0.0005144162,"teacher_disagreement_score":0.021126978,"about_ca_system_score_codex":0.0011423489,"about_ca_system_score_gemma":0.0008877525,"threshold_uncertainty_score":0.0706768},"labels":[],"label_agreement":null},{"id":"W4248838084","doi":"10.11647/obp.0144.02","title":"2. The Publisher: Grigorii Blagosvetlov","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":0,"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":"University of Toronto","keywords":"Computer science","score_opus":0.030872212083408634,"score_gpt":0.23360881382984441,"score_spread":0.2027366017464358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248838084","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":[0.0032219582,0.1301824,0.0026422522,0.16564879,0.2613105,0.000053721575,0.0010458425,0.0005997395,0.43529472],"genre_scores_gemma":[0.068312235,0.049268775,0.0024164394,0.04192844,0.0817109,0.00011718857,0.0011057876,0.0013780438,0.7537622],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984471,0.00031523666,0.000121355035,0.00041244188,0.0005822273,0.00012150756],"domain_scores_gemma":[0.9981178,0.0006005446,0.0002289661,0.00028216434,0.000595758,0.00017485929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016042092,0.0009531684,0.0005974601,0.0019944583,0.0025337492,0.008326131,0.0010315896,0.0032080866,0.0371723],"category_scores_gemma":[0.0071851495,0.00038358604,0.00046203993,0.0015259389,0.0024172326,0.006262515,0.0019572377,0.0053983857,0.032754295],"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":[0.00003814852,0.000013988785,0.0002150379,0.00022051221,0.0000059090066,0.000086758635,0.0007098548,0.00006149428,0.00022772259,0.110779345,0.85720164,0.030439546],"study_design_scores_gemma":[0.0000018697845,0.0000054145353,0.00016650268,0.00011922617,0.0000015964085,0.00010386414,0.00007418576,0.000017959253,0.000053349064,0.002851587,0.9966007,0.0000039010556],"about_ca_topic_score_codex":0.0018566154,"about_ca_topic_score_gemma":0.002141073,"teacher_disagreement_score":0.0371723,"about_ca_system_score_codex":0.0026100134,"about_ca_system_score_gemma":0.0024684856,"threshold_uncertainty_score":0.12435371},"labels":[],"label_agreement":null},{"id":"W4248926444","doi":"10.11647/obp.0204.20","title":"Aggregating preferences","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Computer science","score_opus":0.08768605849367493,"score_gpt":0.23183861649243154,"score_spread":0.1441525579987566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248926444","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":[0.026432859,0.0027038786,0.60596687,0.0038836165,0.0005110585,0.00015743444,0.0013320803,0.00059149985,0.3584207],"genre_scores_gemma":[0.5862698,0.005190259,0.23719832,0.0015166163,0.0005773525,0.00034824005,0.003027168,0.0003450917,0.16552718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99857545,0.00063329854,0.00006546444,0.00026823144,0.00032298008,0.0001346145],"domain_scores_gemma":[0.9989812,0.00041688842,0.00006993039,0.00034387756,0.000114484596,0.00007368476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014471111,0.0007572792,0.0006456246,0.00061190256,0.000774758,0.0032119728,0.00093322794,0.0010273923,0.019251285],"category_scores_gemma":[0.0042280466,0.00041798025,0.0010573207,0.0016033296,0.0009116378,0.0045048073,0.0022819724,0.001865132,0.0040090955],"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":[0.000018871944,0.000025288155,0.0002696341,0.000054843054,0.000034267316,0.000051724142,0.0002410755,0.0055073644,0.00036010248,0.9453376,0.010455837,0.037643507],"study_design_scores_gemma":[0.0000097459715,0.000016289365,0.00023487498,0.000036652054,0.00001673181,0.000096183314,0.000092297334,0.016167028,0.00023953259,0.9396296,0.04344997,0.000011126002],"about_ca_topic_score_codex":0.0009144429,"about_ca_topic_score_gemma":0.0013701302,"teacher_disagreement_score":0.019251285,"about_ca_system_score_codex":0.00089868787,"about_ca_system_score_gemma":0.00063385593,"threshold_uncertainty_score":0.064401984},"labels":[],"label_agreement":null},{"id":"W4249619156","doi":"10.11647/obp.0211.08","title":"A jungle","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Jungle; Geography; Archaeology","score_opus":0.06834580833050612,"score_gpt":0.2208226525039916,"score_spread":0.1524768441734855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249619156","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":[0.0022886305,0.025325041,0.037475385,0.01985064,0.004117591,0.000083378865,0.0011514456,0.00086943235,0.90883857],"genre_scores_gemma":[0.047274683,0.025686733,0.024427745,0.0068654157,0.0025206355,0.00022406461,0.0015860287,0.00087612134,0.8905386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996691,0.000082580074,0.000012014705,0.000075117765,0.00012327087,0.000038034555],"domain_scores_gemma":[0.9996414,0.00014281615,0.000019277548,0.000061567494,0.000079253434,0.00005564584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047502518,0.0007960253,0.00045731547,0.0011309907,0.0014138536,0.0052309777,0.00090730883,0.0013881531,0.06661616],"category_scores_gemma":[0.0013620723,0.0004118742,0.0005713211,0.0011970807,0.0015000892,0.007508932,0.0017784821,0.0033979316,0.024629656],"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":[0.0000068266404,0.0000119076785,0.00005346891,0.000048315316,0.0000034449422,0.000042282063,0.00023930948,0.00040218636,0.00014383066,0.8137439,0.155948,0.029356627],"study_design_scores_gemma":[0.0000018352367,0.0000058882692,0.000055158907,0.00008547237,0.0000012452556,0.0000721789,0.00007722293,0.0005495033,0.000051159997,0.21559645,0.7834991,0.0000046772698],"about_ca_topic_score_codex":0.0016107629,"about_ca_topic_score_gemma":0.0025365767,"teacher_disagreement_score":0.06661616,"about_ca_system_score_codex":0.0018050522,"about_ca_system_score_gemma":0.0012387931,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4249988058","doi":"10.11647/obp.0213.02","title":"2. Sustainability in the Anthropocene","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":0,"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":"University of Alberta","keywords":"Anthropocene; Sustainability; Environmental ethics; Opposition (politics); History; Political science; Sociology; Geography; Ecology; Politics; Philosophy; Law","score_opus":0.0265133151589934,"score_gpt":0.2685358361059937,"score_spread":0.24202252094700027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249988058","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":[0.009454379,0.030620508,0.0020553095,0.017404199,0.00073608966,0.00001843014,0.000030449404,0.000027042543,0.9396537],"genre_scores_gemma":[0.44867846,0.070414044,0.0044592433,0.013567417,0.002263949,0.00017903873,0.00015931134,0.00017591873,0.4601026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992822,0.00033436867,0.000016833928,0.000081804086,0.00017016135,0.00011473553],"domain_scores_gemma":[0.9997856,0.000091334456,0.000024987128,0.000023483399,0.000041092593,0.000033420085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006789762,0.000404436,0.00017833471,0.0008814268,0.0032559962,0.00527766,0.0004043398,0.0016575616,0.008915065],"category_scores_gemma":[0.00078258105,0.00013447207,0.0002444842,0.0014758039,0.008474623,0.0042076926,0.002887937,0.0021450673,0.0012456978],"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":[0.000005328355,0.000013716626,0.00032238808,0.00009369966,0.0000016274106,0.00011301949,0.007121198,0.0001359335,0.0001529877,0.95533895,0.010918504,0.025782732],"study_design_scores_gemma":[0.0000014729321,0.000008022629,0.0005797637,0.00019901991,0.0000010755688,0.00014444611,0.0027584499,0.000042369902,0.000090158916,0.12254465,0.87362707,0.0000035488133],"about_ca_topic_score_codex":0.0026148155,"about_ca_topic_score_gemma":0.005262727,"teacher_disagreement_score":0.008915065,"about_ca_system_score_codex":0.0032733046,"about_ca_system_score_gemma":0.002364309,"threshold_uncertainty_score":0.02982384},"labels":[],"label_agreement":null},{"id":"W4250255799","doi":"10.11647/obp.0213.04","title":"4. Kitting the Digital Humanities for the Anthropocene","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Geographies of human-animal interactions","field":"Social Sciences","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":"University of Alberta","keywords":"Anthropocene; Digital humanities; Intervention (counseling); Field (mathematics); Work (physics); Humanities; Environmental ethics; Engineering; Art; Philosophy; Psychology; Mechanical engineering","score_opus":0.07475325135092646,"score_gpt":0.3337418214184385,"score_spread":0.258988570067512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250255799","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":[0.001130976,0.017729944,0.0023710683,0.00951225,0.0011595275,0.000016452826,0.0000424092,0.00009050523,0.967947],"genre_scores_gemma":[0.025916377,0.017027508,0.0036507489,0.0044348733,0.0007388104,0.000046471374,0.00008444704,0.00015518759,0.94794565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996798,0.000106360654,0.000008318465,0.00004040781,0.000119010525,0.00004601112],"domain_scores_gemma":[0.99971586,0.00012717507,0.000016450733,0.00004737289,0.000046816513,0.00004630406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004245595,0.0005068262,0.0001985161,0.0011503197,0.0028819635,0.008789451,0.00062098226,0.0018272802,0.04161908],"category_scores_gemma":[0.0009364479,0.0001992973,0.00027154502,0.0016149691,0.005084109,0.008053896,0.0032613734,0.0025750042,0.011539855],"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":[0.000006642684,0.0000145490685,0.00013992577,0.00017366727,0.0000027245667,0.00012807095,0.005543802,0.00013192595,0.00024503627,0.78240526,0.13132763,0.07988076],"study_design_scores_gemma":[6.5777624e-7,0.0000021050187,0.00007707416,0.000096465265,6.6454055e-7,0.00006271627,0.0008667454,0.000021744243,0.000042817468,0.024352685,0.9744743,0.0000020871457],"about_ca_topic_score_codex":0.004834032,"about_ca_topic_score_gemma":0.01831351,"teacher_disagreement_score":0.04161908,"about_ca_system_score_codex":0.0022660356,"about_ca_system_score_gemma":0.002064795,"threshold_uncertainty_score":0.13922971},"labels":[],"label_agreement":null},{"id":"W4250979543","doi":"10.11647/obp.0218.08","title":"6. Those Who Remain","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"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":"York University; University of Hull; New York Community Trust; University of Virginia; Andy Warhol Foundation for the Visual Arts; New York Foundation for the Arts","keywords":"History","score_opus":0.05397796559805923,"score_gpt":0.30424828801426834,"score_spread":0.2502703224162091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250979543","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":[0.14752391,0.016359294,0.0015657425,0.3696777,0.015327752,0.0002706603,0.0006214732,0.00027042447,0.44838303],"genre_scores_gemma":[0.32544667,0.007142854,0.0010069167,0.14194699,0.001605902,0.0003194101,0.0004986653,0.0001807621,0.52185184],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99598145,0.0008064506,0.000098735625,0.00036823784,0.0004936282,0.0022514297],"domain_scores_gemma":[0.9959663,0.00022912933,0.00030538067,0.0001593446,0.0007142304,0.0026255194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021668607,0.0005769754,0.0005531043,0.0008661683,0.016853673,0.008309438,0.0013584677,0.0045685526,0.059131783],"category_scores_gemma":[0.005070466,0.00027094968,0.00046601865,0.0008335777,0.005617359,0.008189757,0.009388895,0.0066971383,0.01848997],"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":[0.00008465752,0.00018690176,0.017337486,0.00036716743,0.000021724416,0.0029991234,0.31624502,0.000039347702,0.0013327232,0.08683875,0.46299222,0.111554936],"study_design_scores_gemma":[0.000005511243,0.00003983083,0.002827028,0.00031694956,0.0000070294664,0.00083479454,0.22319102,0.0000147960345,0.000115387506,0.0038277677,0.7687999,0.000019910392],"about_ca_topic_score_codex":0.01867294,"about_ca_topic_score_gemma":0.031952564,"teacher_disagreement_score":0.059131783,"about_ca_system_score_codex":0.0028056619,"about_ca_system_score_gemma":0.0066442527,"threshold_uncertainty_score":0.19781554},"labels":[],"label_agreement":null},{"id":"W4250993923","doi":"10.11647/obp.0193.06","title":"Carbon","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental 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":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Earth science; Global warming; Greenhouse gas; Carbon cycle; Atmospheric carbon cycle; Greenhouse effect; Earth (classical element); Carbon fibers; Environmental science; Natural resource economics; Climate change; Carbon dioxide; Carbon sequestration; Ecology; Geology; Materials science; Biology; Economics","score_opus":0.011698185942086966,"score_gpt":0.19466114828349743,"score_spread":0.18296296234141046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250993923","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":[0.0010637878,0.010718701,0.0031720065,0.009366019,0.007432534,0.000097688,0.0037495452,0.0011950695,0.9632046],"genre_scores_gemma":[0.018616663,0.017387861,0.0045906217,0.009100855,0.0022707407,0.00021865028,0.0059704105,0.0009008145,0.94094336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890244,0.00011641188,0.000047750014,0.0002609444,0.00051094865,0.00016142918],"domain_scores_gemma":[0.9993887,0.000087774664,0.000035732846,0.00016012319,0.00024320242,0.000084455394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061039074,0.0009068478,0.00051952765,0.0017745941,0.0019327704,0.0051731835,0.0016677816,0.003080246,0.31392825],"category_scores_gemma":[0.0021985886,0.00036636664,0.00067468674,0.0021875105,0.0013227836,0.004769809,0.0027696192,0.0025820055,0.16519906],"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":[0.000050413622,0.00003568345,0.00043852086,0.0004932572,0.000015566053,0.00015141441,0.00029063056,0.00031049486,0.0007487894,0.21437933,0.604263,0.17882288],"study_design_scores_gemma":[0.0000016537276,0.0000043447058,0.00008132923,0.000059252914,0.000001086535,0.00004079063,0.000028662238,0.000016082813,0.000089013054,0.003800394,0.99587387,0.0000036253045],"about_ca_topic_score_codex":0.005399305,"about_ca_topic_score_gemma":0.0071147126,"teacher_disagreement_score":0.31392825,"about_ca_system_score_codex":0.0026480802,"about_ca_system_score_gemma":0.0025750347,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4252091448","doi":"10.11647/obp.0213.09","title":"9. Solidarity Seeds","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"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":"University of Alberta","keywords":"Solidarity; Narrative; China; Nature versus nurture; Situated; Sociology; Visual arts; Media studies; Political science; Art; Anthropology; Law; Literature; Computer science","score_opus":0.04919975413075422,"score_gpt":0.32911944962398765,"score_spread":0.2799196954932334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252091448","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":[0.04639958,0.0032974887,0.008957171,0.005945436,0.000513707,0.00015362535,0.00016972632,0.00020294875,0.93436027],"genre_scores_gemma":[0.67148703,0.0028365513,0.007290392,0.0013578794,0.00014303785,0.00020410377,0.00021496312,0.00027349687,0.3161926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987657,0.00039124102,0.00003886147,0.00026329354,0.00034747287,0.00019356147],"domain_scores_gemma":[0.99847037,0.00055870606,0.000115897485,0.00038964173,0.00019209085,0.00027323107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015792127,0.00041567977,0.00024382447,0.0009264302,0.0054874085,0.011650041,0.0010651717,0.0020990227,0.020356402],"category_scores_gemma":[0.0027953256,0.00039986955,0.00036280116,0.0010123146,0.013523043,0.00784419,0.007552886,0.0025727726,0.005838726],"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":[0.000029574932,0.000029595105,0.0009991988,0.0001155169,0.0000048781862,0.0006300877,0.067984074,0.00014129705,0.0007921561,0.8758955,0.012708562,0.04066965],"study_design_scores_gemma":[0.000007898042,0.00003509282,0.0011457704,0.00025764413,0.0000050999183,0.0005252763,0.0214606,0.0001382815,0.0011472049,0.07678485,0.89847827,0.000014143855],"about_ca_topic_score_codex":0.0044891476,"about_ca_topic_score_gemma":0.008951282,"teacher_disagreement_score":0.020356402,"about_ca_system_score_codex":0.0040016216,"about_ca_system_score_gemma":0.0036972468,"threshold_uncertainty_score":0.0680989},"labels":[],"label_agreement":null},{"id":"W4253959406","doi":"10.11647/obp.0213.03","title":"3. Academia, Abstraction and the Anthropocene","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"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":"University of Alberta","keywords":"Anthropocene; Abstraction; Modernity; History; Epistemology; Aesthetics; Environmental ethics; Ecology; Sociology; Art; Philosophy; Biology","score_opus":0.4271569181543731,"score_gpt":0.4553298549240466,"score_spread":0.028172936769673473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253959406","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":[0.003143457,0.019319372,0.001371381,0.011377755,0.0006611143,0.000009759945,0.00002057095,0.000032111897,0.9640644],"genre_scores_gemma":[0.31607217,0.03335831,0.002779435,0.010401487,0.0013539214,0.00011123286,0.00012634155,0.0001638959,0.63563323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99936396,0.00029230976,0.000014456141,0.00006329858,0.00015799246,0.00010804771],"domain_scores_gemma":[0.99961865,0.0001939608,0.000027975953,0.000057996996,0.00005656377,0.0000448137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073798356,0.00044386068,0.0002801367,0.0010942718,0.0052785114,0.005603568,0.0006223758,0.0010159832,0.017737238],"category_scores_gemma":[0.001193257,0.00014540445,0.00027792735,0.0019652273,0.010530954,0.004827057,0.0034416593,0.0028969406,0.0023484163],"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":[0.0000034653788,0.0000070808287,0.000083831714,0.000043891152,9.1967206e-7,0.00003635829,0.00702299,0.00005154905,0.000045573204,0.96587133,0.013889252,0.012943756],"study_design_scores_gemma":[0.000002422674,0.0000051161824,0.00017861243,0.0001565887,0.0000014549768,0.000062875384,0.004578995,0.000044607863,0.000050402152,0.13563874,0.8592769,0.0000032699813],"about_ca_topic_score_codex":0.006541992,"about_ca_topic_score_gemma":0.014764868,"teacher_disagreement_score":0.017737238,"about_ca_system_score_codex":0.005080977,"about_ca_system_score_gemma":0.0032736515,"threshold_uncertainty_score":0.05933696},"labels":[],"label_agreement":null},{"id":"W4254480931","doi":"10.11647/obp.0204.05","title":"Consumer behavior","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Consumer Market Behavior and Pricing","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 Toronto","funders":"","keywords":"Business","score_opus":0.0447969016082994,"score_gpt":0.24990724284740598,"score_spread":0.2051103412391066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254480931","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":[0.00928477,0.0060820645,0.01417479,0.005958267,0.00036457533,0.000085120104,0.0018669859,0.00035491274,0.9618285],"genre_scores_gemma":[0.20773473,0.011752529,0.012301296,0.003935189,0.0002918731,0.00019928999,0.0030372296,0.00019563174,0.7605522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996922,0.00007015758,0.000007922356,0.00006671831,0.00013338325,0.000029776587],"domain_scores_gemma":[0.9997831,0.000086597385,0.000015352563,0.000039365466,0.000051480612,0.000024072166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035293726,0.00054047373,0.00031747398,0.0005469152,0.00049879326,0.0023592205,0.000489785,0.001358068,0.0533728],"category_scores_gemma":[0.0013066554,0.00019839861,0.00040758206,0.0008656073,0.0004557803,0.001706997,0.00054125267,0.0009225721,0.015096454],"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":[0.000040413255,0.00012791551,0.0029127726,0.00018080382,0.000041885258,0.00013512297,0.0007995169,0.0020016355,0.0008045329,0.63205975,0.23842953,0.1224661],"study_design_scores_gemma":[0.000013129464,0.00004481628,0.0067539793,0.00020932911,0.00002292616,0.0003767927,0.00043981092,0.004803294,0.00050619757,0.19361195,0.7931883,0.000029490066],"about_ca_topic_score_codex":0.003046805,"about_ca_topic_score_gemma":0.00359494,"teacher_disagreement_score":0.0533728,"about_ca_system_score_codex":0.001149357,"about_ca_system_score_gemma":0.00046449437,"threshold_uncertainty_score":0.17854983},"labels":[],"label_agreement":null},{"id":"W4255165497","doi":"10.11647/obp.0144.10","title":"Notes","year":2018,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"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":"University of Toronto","keywords":"Philosophy","score_opus":0.11672209154418298,"score_gpt":0.28483657217918024,"score_spread":0.16811448063499726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255165497","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":[0.0008178315,0.010445207,0.0007336513,0.04533329,0.011064348,0.00007218865,0.0013207436,0.0001431454,0.9300697],"genre_scores_gemma":[0.0045334063,0.0025966403,0.00025756046,0.015742226,0.0011878385,0.000061029245,0.00046278085,0.00009495266,0.9750635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987872,0.00015140418,0.000052545813,0.00026789663,0.0005551911,0.00018580511],"domain_scores_gemma":[0.99895644,0.0002713032,0.00004619966,0.000106251566,0.0005000577,0.00011973912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093268615,0.0006467415,0.00046725117,0.0012237827,0.0050315903,0.0047881543,0.0014630787,0.0035434382,0.27993172],"category_scores_gemma":[0.005294557,0.00026325716,0.00052325847,0.0013583053,0.0016408939,0.004367511,0.0028334472,0.0052217655,0.13830405],"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":[0.000020764955,0.00001382743,0.000119071796,0.000072910305,0.000001799373,0.000091065776,0.0005147899,0.000030514855,0.00008814537,0.09157657,0.8830744,0.024396122],"study_design_scores_gemma":[0.0000013073089,0.0000020878708,0.00008658025,0.000057730464,3.763969e-7,0.00003076404,0.00013506223,0.00000554413,0.000032651606,0.0023798537,0.9972658,0.0000022358927],"about_ca_topic_score_codex":0.020898413,"about_ca_topic_score_gemma":0.031064382,"teacher_disagreement_score":0.27993172,"about_ca_system_score_codex":0.0046486543,"about_ca_system_score_gemma":0.003411657,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4285801132","doi":"10.11647/obp.0300.04","title":"4. Indications, Contraindications, Interactions, and Side-effects of Maggot Therapy","year":2022,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":22,"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":"Fonds National de la Recherche Luxembourg; Canadian Institutes of Health Research; Griffith University; University of Glasgow","keywords":"Maggot; Medicine; Intensive care medicine; Biology; Ecology","score_opus":0.021601007007940445,"score_gpt":0.24888840649777288,"score_spread":0.22728739948983245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285801132","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":[0.0073118177,0.13772434,0.007041433,0.007732735,0.004054063,0.00017693544,0.0005012891,0.0005185594,0.83493876],"genre_scores_gemma":[0.026460972,0.09440495,0.0141210705,0.0074602175,0.0017060615,0.00014926646,0.00054401637,0.00033509932,0.8548184],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997725,0.000027647475,0.000012102812,0.000021841584,0.0001480959,0.000017707856],"domain_scores_gemma":[0.99980015,0.0001011593,0.000020817071,0.000012310204,0.00004916016,0.000016495165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002905099,0.0003849517,0.00037253628,0.0006902079,0.00048630036,0.0021134275,0.00041844393,0.0010452035,0.040189087],"category_scores_gemma":[0.0006896986,0.00023517504,0.00049188826,0.00047050384,0.00054874434,0.001128517,0.00059590465,0.0018964506,0.020537628],"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":[0.00010165773,0.00017028558,0.00058130483,0.002385278,0.000016866827,0.0010969731,0.00092911837,0.00059741776,0.01375191,0.047989953,0.29851168,0.63386756],"study_design_scores_gemma":[0.0000032044761,0.000037625876,0.0005215793,0.00038668778,0.0000044056255,0.0012432192,0.00008817262,0.00007430999,0.00066719635,0.0023944958,0.99457127,0.0000077899485],"about_ca_topic_score_codex":0.0011118217,"about_ca_topic_score_gemma":0.0024398272,"teacher_disagreement_score":0.040189087,"about_ca_system_score_codex":0.00058086135,"about_ca_system_score_gemma":0.00053683994,"threshold_uncertainty_score":0.1344459},"labels":[],"label_agreement":null},{"id":"W4285801767","doi":"10.11647/obp.0300.07","title":"7. The Natural History of Medicinal Flies","year":2022,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":21,"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":"Fonds National de la Recherche Luxembourg; Canadian Institutes of Health Research; Griffith University; University of Glasgow","keywords":"Natural (archaeology); Natural history; Biology; History; Botany; Archaeology","score_opus":0.03309456646030686,"score_gpt":0.21457856155796728,"score_spread":0.18148399509766042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285801767","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":[0.030161722,0.1659386,0.001763844,0.003604816,0.0006418155,0.000042314598,0.00027235047,0.000060848353,0.7975136],"genre_scores_gemma":[0.19304879,0.1440841,0.004703544,0.0030145387,0.0010665352,0.00006223875,0.00041169897,0.00006164796,0.6535468],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99995136,0.000009748121,0.0000020567386,0.00001397149,0.000016560793,0.0000062737245],"domain_scores_gemma":[0.99996436,0.000016559838,0.0000042859024,0.00000201933,0.000008313424,0.0000043817445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008888661,0.00015635791,0.00011601122,0.00037756018,0.0005557066,0.001021063,0.00020824654,0.00040669926,0.009376446],"category_scores_gemma":[0.00012291508,0.00010012567,0.000111112895,0.0002973152,0.0006589391,0.00077202154,0.00028047102,0.000571691,0.0025345532],"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":[0.00006456933,0.000067824294,0.002101152,0.0009940366,0.000008111472,0.00066179794,0.0063589797,0.00032050992,0.011599182,0.31826857,0.0789655,0.5805898],"study_design_scores_gemma":[0.000002442318,0.000039286337,0.0037506097,0.00029815972,0.0000026239957,0.00092714926,0.0004854059,0.000066168075,0.00089063385,0.0057257474,0.9878056,0.000006189559],"about_ca_topic_score_codex":0.001403467,"about_ca_topic_score_gemma":0.0039828736,"teacher_disagreement_score":0.009376446,"about_ca_system_score_codex":0.0005381387,"about_ca_system_score_gemma":0.00019231475,"threshold_uncertainty_score":0.031367302},"labels":[],"label_agreement":null},{"id":"W4304184085","doi":"10.11647/obp.0303.08","title":"8. Dead Gods and Geontopower","year":2022,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Gothic Literature and Media Analysis","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":"Institut Universitaire de France; Yale University","keywords":"Framing (construction); History; Humanity; Literature; Environmental ethics; Aesthetics; Art; Philosophy; Political science; Archaeology; Law","score_opus":0.021638288493095355,"score_gpt":0.29043086984718763,"score_spread":0.2687925813540923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304184085","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":[0.008912417,0.010452978,0.0011770428,0.028297495,0.0016594422,0.000013470264,0.00008004845,0.00009909695,0.94930804],"genre_scores_gemma":[0.14102712,0.0037340324,0.0007675954,0.008201994,0.00067210465,0.000029331022,0.00006083572,0.00017251645,0.8453345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999635,0.00013516186,0.0000073316583,0.00005639083,0.00011632673,0.000049739443],"domain_scores_gemma":[0.99963665,0.00019180018,0.00002921466,0.000036847727,0.000056542733,0.00004906267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004489727,0.0005312822,0.00018786745,0.0010475487,0.006142192,0.0062216753,0.00044356147,0.0018789218,0.020141577],"category_scores_gemma":[0.0012836294,0.00018020523,0.00015629978,0.0008704329,0.008722992,0.0056455345,0.0019407293,0.0025954663,0.003379282],"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":[0.000017968492,0.000009942392,0.00017775022,0.000077950404,0.0000021505682,0.00024900658,0.04273131,0.0000356917,0.00020799249,0.7640468,0.17156543,0.020877976],"study_design_scores_gemma":[0.0000013110428,0.0000033989327,0.00020160839,0.000070882044,0.0000013006616,0.00013016407,0.007922995,0.000024542336,0.000117958014,0.013819431,0.9777033,0.0000031779277],"about_ca_topic_score_codex":0.0086862035,"about_ca_topic_score_gemma":0.029473292,"teacher_disagreement_score":0.020141577,"about_ca_system_score_codex":0.0026244272,"about_ca_system_score_gemma":0.0011155078,"threshold_uncertainty_score":0.06738025},"labels":[],"label_agreement":null},{"id":"W4308970697","doi":"10.11647/obp.0296.42","title":"Introduction","year":2022,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"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":"University of Illinois at Urbana-Champaign; University of Cambridge; Universität Zürich; Johns Hopkins University; York University; Smithsonian Institution; University of Pennsylvania; Arab Fund for Economic and Social Development; American Academy in Rome; Harvard University","keywords":"Computer science","score_opus":0.0322576494757145,"score_gpt":0.2793046011058065,"score_spread":0.24704695163009202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308970697","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":[0.00078619184,0.005032858,0.0010486351,0.009598241,0.0069614486,0.00007392751,0.0009764022,0.0002604396,0.9752619],"genre_scores_gemma":[0.0057099466,0.003595573,0.0007120103,0.0032925631,0.0014614408,0.000056584886,0.00075526856,0.00014227704,0.9842743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920493,0.00011527096,0.000034657092,0.00019388663,0.0003505564,0.00010076429],"domain_scores_gemma":[0.9992824,0.00012031616,0.000036596048,0.00008282934,0.00031601684,0.000161808],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006183797,0.00053638197,0.0003473026,0.0008573397,0.0022506607,0.005075901,0.0012198293,0.0023085063,0.43789998],"category_scores_gemma":[0.00210438,0.00019111797,0.00034378245,0.0011428103,0.0011195638,0.003309782,0.0026425412,0.0018803898,0.1957887],"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":[0.000023662038,0.000023678744,0.0002737876,0.00019037431,0.0000019977026,0.0001056898,0.0010036965,0.000048039878,0.00022938378,0.06732327,0.82221645,0.10856006],"study_design_scores_gemma":[8.1783554e-7,0.000003927741,0.000112003305,0.00007397934,3.7501812e-7,0.000047745754,0.00015649661,0.0000050357503,0.000019475287,0.0018773498,0.99770135,0.0000014245306],"about_ca_topic_score_codex":0.0034512053,"about_ca_topic_score_gemma":0.0043656677,"teacher_disagreement_score":0.43789998,"about_ca_system_score_codex":0.0016750019,"about_ca_system_score_gemma":0.0023205501,"threshold_uncertainty_score":0.80176747},"labels":[],"label_agreement":null},{"id":"W4309003556","doi":"10.11647/obp.0296.04","title":"4. Maid in the USA","year":2022,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"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":"University of Illinois at Urbana-Champaign; University of Cambridge; Universität Zürich; Johns Hopkins University; York University; Smithsonian Institution; University of Pennsylvania; Arab Fund for Economic and Social Development; American Academy in Rome; Harvard University","keywords":"History","score_opus":0.04032947272024124,"score_gpt":0.30125439176528,"score_spread":0.2609249190450388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309003556","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":[0.01894141,0.005130149,0.000098637596,0.0050343187,0.002619393,0.000026550024,0.00043078655,0.000060898532,0.9676578],"genre_scores_gemma":[0.04459067,0.0025258926,0.00013579789,0.0031012425,0.00023763825,0.00003764906,0.00016097864,0.000033427856,0.94917667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999217,0.000010308947,0.000002981885,0.000014983846,0.000020367906,0.000029601175],"domain_scores_gemma":[0.9999484,0.0000071854893,0.000004759938,0.0000032724465,0.000016019581,0.000020417538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010769869,0.00027224078,0.0001459441,0.00055972504,0.0053184424,0.0017493116,0.00023026355,0.00061115273,0.057654075],"category_scores_gemma":[0.00024976276,0.00011216766,0.00015619966,0.0006900484,0.0006763722,0.0007417112,0.0013168996,0.0011477104,0.008519922],"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":[0.000113271104,0.00008144541,0.006699194,0.0003290885,0.000008120881,0.002953666,0.030745579,0.00008527644,0.0018715017,0.08483039,0.69481903,0.17746343],"study_design_scores_gemma":[0.0000014842907,0.000008370713,0.0023764079,0.0000869408,0.0000012833183,0.000114214854,0.0025897417,0.000008387638,0.0000998951,0.0003031871,0.9944078,0.0000023776352],"about_ca_topic_score_codex":0.05650929,"about_ca_topic_score_gemma":0.23362531,"teacher_disagreement_score":0.057654075,"about_ca_system_score_codex":0.0013588197,"about_ca_system_score_gemma":0.0017478907,"threshold_uncertainty_score":0.1928721},"labels":[],"label_agreement":null},{"id":"W4309003574","doi":"10.11647/obp.0296.02","title":"2. Marie Louise Christophe","year":2022,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":0,"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":"University of Illinois at Urbana-Champaign; University of Cambridge; Universität Zürich; Johns Hopkins University; York University; Smithsonian Institution; University of Pennsylvania; Arab Fund for Economic and Social Development; American Academy in Rome; Harvard University","keywords":"Geography","score_opus":0.04850561648061559,"score_gpt":0.20757551866903462,"score_spread":0.15906990218841904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309003574","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":[0.001925908,0.12469294,0.0017815025,0.19811302,0.07357303,0.000094012976,0.00054726267,0.00036573046,0.5989066],"genre_scores_gemma":[0.009323699,0.013541996,0.0005775882,0.025145054,0.005289285,0.00006334008,0.00007535749,0.00026028563,0.94572335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987741,0.00035797054,0.00004066468,0.00028204682,0.0003826607,0.00016249593],"domain_scores_gemma":[0.9991177,0.00029255255,0.00006410618,0.00004671012,0.00029714344,0.000181828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011306598,0.0011023302,0.0006006689,0.0008816965,0.0046959245,0.004271772,0.00070746196,0.0029939788,0.052453287],"category_scores_gemma":[0.0025260865,0.0003984768,0.00040526674,0.00052463583,0.0018026285,0.0023957686,0.0019374922,0.0058056363,0.032533385],"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":[0.000029974379,0.000012774756,0.000088994966,0.000105585306,0.0000024919368,0.00013486548,0.0011548738,0.000032851764,0.0001759751,0.02796246,0.94541705,0.024882142],"study_design_scores_gemma":[8.139603e-7,0.0000018218714,0.00006580301,0.000044807563,3.2459928e-7,0.000067624955,0.00019931144,0.000006747205,0.000025200241,0.00041648565,0.99916923,0.0000020101454],"about_ca_topic_score_codex":0.015750099,"about_ca_topic_score_gemma":0.031722467,"teacher_disagreement_score":0.052453287,"about_ca_system_score_codex":0.002447281,"about_ca_system_score_gemma":0.0024245474,"threshold_uncertainty_score":0.17547369},"labels":[],"label_agreement":null},{"id":"W4309003886","doi":"10.11647/obp.0296.18","title":"18. Carrie Mae Weems","year":2022,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Gender and Feminism Studies","field":"Social Sciences","cited_by":0,"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":"University of Illinois at Urbana-Champaign; University of Cambridge; Universität Zürich; Johns Hopkins University; York University; Smithsonian Institution; University of Pennsylvania; Arab Fund for Economic and Social Development; American Academy in Rome; Harvard University","keywords":"Psychology","score_opus":0.0922397507130904,"score_gpt":0.32589607270134896,"score_spread":0.23365632198825856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309003886","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":[0.0014008692,0.10073385,0.0008633815,0.11848935,0.0202231,0.000071614966,0.00026100533,0.0001640068,0.7577927],"genre_scores_gemma":[0.0098201195,0.007648945,0.00035936982,0.023126403,0.0014470144,0.000082601786,0.000040473395,0.00010133582,0.9573738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995827,0.0001233676,0.00001856098,0.0000872273,0.00012033373,0.00006773183],"domain_scores_gemma":[0.9996327,0.00013533658,0.000018507732,0.00002537911,0.000117015865,0.00007106474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007337344,0.0008155696,0.00032762458,0.0008309413,0.0042477683,0.0036871678,0.00083327445,0.0050341,0.042067144],"category_scores_gemma":[0.002037526,0.00039163776,0.00037095958,0.0006190449,0.0036486362,0.0047825086,0.0018597204,0.004772105,0.017272117],"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":[0.000018703573,0.000010626548,0.00015338589,0.00009583742,0.0000023028383,0.0001196066,0.0029642298,0.00002230048,0.00013161344,0.07858328,0.89503,0.02286813],"study_design_scores_gemma":[0.000001751426,0.0000034619154,0.00021765505,0.00010431806,8.2880996e-7,0.000040362556,0.000698015,0.000007518145,0.000029246918,0.002435905,0.9964587,0.0000022702106],"about_ca_topic_score_codex":0.02379629,"about_ca_topic_score_gemma":0.07617806,"teacher_disagreement_score":0.042067144,"about_ca_system_score_codex":0.001691573,"about_ca_system_score_gemma":0.0022075367,"threshold_uncertainty_score":0.1407286},"labels":[],"label_agreement":null},{"id":"W4313893752","doi":"10.11647/obp.0322.05","title":"2.1 Undernourishment in the WHO Eastern Mediterranean Region","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Child Nutrition and Water Access","field":"Nursing","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":"Underweight; Wasting; Mediterranean climate; Geography; Quarter (Canadian coin); Malnutrition; Micronutrient; Environmental health; Economic growth; Medicine; Economics; Body mass index","score_opus":0.08089412071488127,"score_gpt":0.29815940839164934,"score_spread":0.21726528767676806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313893752","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":[0.006743225,0.11923562,0.00056293356,0.0070231818,0.0034109803,0.00008125953,0.00029373541,0.00012506085,0.862524],"genre_scores_gemma":[0.045464154,0.16791852,0.0028095094,0.008422779,0.0019805408,0.00012619873,0.00060769985,0.00014189257,0.7725287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99988997,0.000022692086,0.0000049779583,0.000010256558,0.0000446262,0.000027535412],"domain_scores_gemma":[0.99995244,0.000013575461,0.000007480013,0.0000018405622,0.000015649031,0.000009061629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015501266,0.00028218632,0.00023457936,0.0005810883,0.00071851374,0.0016923081,0.00026531782,0.00050501036,0.016497495],"category_scores_gemma":[0.00023628399,0.000093227594,0.00018294885,0.0010306106,0.0003274547,0.00064111606,0.0006740775,0.0006003389,0.004868942],"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":[0.000028783632,0.000051601903,0.0022844519,0.0011513035,0.0000073801602,0.000910246,0.007605912,0.0003345665,0.0010012735,0.037506156,0.5527004,0.39641786],"study_design_scores_gemma":[9.2118336e-7,0.000009344187,0.0014648696,0.00032571508,0.0000014801227,0.00027368072,0.0007539604,0.00002161433,0.000042758475,0.0005928056,0.9965101,0.0000028235454],"about_ca_topic_score_codex":0.008888436,"about_ca_topic_score_gemma":0.016230784,"teacher_disagreement_score":0.016497495,"about_ca_system_score_codex":0.0006801112,"about_ca_system_score_gemma":0.0011498469,"threshold_uncertainty_score":0.05518961},"labels":[],"label_agreement":null},{"id":"W4323663727","doi":"10.11647/obp.0341.09","title":"9. The destruction of Jewish economic life in Lodz","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Jewish and Middle Eastern Studies","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":"Judaism; Unemployment; Quarter (Canadian coin); Haskalah; Population; State (computer science); Work (physics); Labour economics; Political science; Sociology; History; Demography; Economic growth; Economics; Engineering; Jewish studies","score_opus":0.05063787828017126,"score_gpt":0.2893490833946169,"score_spread":0.23871120511444566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323663727","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":[0.8293387,0.005658182,0.0004509876,0.01444454,0.0007154369,0.00005278121,0.0002625217,0.00006955091,0.14900713],"genre_scores_gemma":[0.91980696,0.0023642674,0.00036169495,0.0034742157,0.00014739374,0.000027591492,0.0001845589,0.000032021835,0.073601425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995912,0.00006981019,0.000011622155,0.00003750769,0.000062090585,0.0002277897],"domain_scores_gemma":[0.99988925,0.000009934006,0.000019905896,0.000007244471,0.000021727164,0.0000519836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061117427,0.00032477782,0.0003266543,0.00078469515,0.0076108524,0.0049197506,0.00035523518,0.0012700767,0.0058600195],"category_scores_gemma":[0.0004414753,0.00021680437,0.00024934375,0.0006389155,0.0035331338,0.0011868271,0.0032679494,0.002141339,0.0018243273],"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":[0.0011412886,0.00047285808,0.08261143,0.00073242723,0.00013979412,0.015875716,0.28292674,0.00022005259,0.019010331,0.3215486,0.111009374,0.16431133],"study_design_scores_gemma":[0.00005164267,0.00021076149,0.1390836,0.0002468777,0.000023349212,0.0023882575,0.07201491,0.00011294716,0.0014541626,0.0049202507,0.779437,0.000056318546],"about_ca_topic_score_codex":0.020621845,"about_ca_topic_score_gemma":0.049238663,"teacher_disagreement_score":0.020621845,"about_ca_system_score_codex":0.003213442,"about_ca_system_score_gemma":0.0014080717,"threshold_uncertainty_score":0.041003585},"labels":[],"label_agreement":null},{"id":"W4323668878","doi":"10.11647/obp.0297.13","title":"13. Legacies","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","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":"Psychoanalytic theory; Biography; Nothing; Quarter (Canadian coin); Fantasy; Psychoanalysis; Psychology; Sociology; History; Art history; Art; Epistemology; Literature; Philosophy","score_opus":0.15285243203417467,"score_gpt":0.2780114992898821,"score_spread":0.12515906725570744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323668878","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":[0.00087747216,0.0074309404,0.00067307387,0.01765956,0.0041751233,0.000020976478,0.00009819272,0.000041028452,0.96902364],"genre_scores_gemma":[0.048699766,0.006039038,0.000930358,0.024957908,0.0027794982,0.0001110955,0.00018062752,0.00018784887,0.91611385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801767,0.00064025004,0.00008452618,0.00031885368,0.0006248362,0.00031385792],"domain_scores_gemma":[0.998862,0.00038203583,0.00008361418,0.00014111945,0.0003872823,0.00014401357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015985995,0.00058907823,0.00040965708,0.0012873417,0.007163074,0.010233209,0.00095706043,0.0031312765,0.049578976],"category_scores_gemma":[0.00480719,0.00027183513,0.00027235242,0.0015531176,0.009501263,0.005748219,0.003643152,0.0050142915,0.02021832],"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":[0.00001138136,0.000009368376,0.000098450655,0.000058015303,0.0000014105229,0.00005958825,0.00386972,0.000020453672,0.000040152736,0.79531026,0.18154223,0.018979002],"study_design_scores_gemma":[0.0000016401896,0.000002864385,0.000071082446,0.00014173746,5.87098e-7,0.000051692426,0.00088413357,0.0000129595155,0.000021087411,0.01891217,0.9798973,0.0000025678726],"about_ca_topic_score_codex":0.011874448,"about_ca_topic_score_gemma":0.016265927,"teacher_disagreement_score":0.049578976,"about_ca_system_score_codex":0.0063327583,"about_ca_system_score_gemma":0.0034347514,"threshold_uncertainty_score":0.16585821},"labels":[],"label_agreement":null},{"id":"W4379016387","doi":"10.11647/obp.0326.22","title":"Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Child Development and Digital Technology","field":"Social Sciences","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":"Theme (computing); Geography; Portrait; Gender studies; Isolation (microbiology); Genealogy; Ethnology; History; Media studies; Sociology; Archaeology","score_opus":0.03833634907604648,"score_gpt":0.284597912165796,"score_spread":0.2462615630897495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379016387","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":[0.0005345805,0.0038975126,0.001382741,0.004139673,0.0035859523,0.000063053856,0.00059225154,0.0002716097,0.9855326],"genre_scores_gemma":[0.0030105514,0.002820432,0.0009046102,0.0017393354,0.00063798536,0.000039750725,0.00056261214,0.00014008518,0.9901447],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994824,0.0000662188,0.00002095436,0.00012389412,0.0002417789,0.00006477077],"domain_scores_gemma":[0.99950624,0.00009686417,0.000022576594,0.00006113297,0.00021072326,0.000102406775],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040148525,0.0005301514,0.00041761843,0.00083159795,0.0015832606,0.0048347414,0.001093805,0.0018717634,0.37741128],"category_scores_gemma":[0.001533777,0.00022910922,0.00037600254,0.0009843521,0.000930215,0.003238105,0.0020587407,0.0020117117,0.18514195],"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":[0.000018562834,0.000030826566,0.00019390919,0.0001810151,0.0000022153529,0.00013649005,0.00091185665,0.000095885596,0.0003104906,0.07880886,0.79891884,0.120391086],"study_design_scores_gemma":[7.966153e-7,0.0000034522902,0.00008315331,0.00008301813,4.1219144e-7,0.000074394266,0.00012241362,0.000012639953,0.000021155525,0.002422943,0.997174,0.0000014886879],"about_ca_topic_score_codex":0.0028458675,"about_ca_topic_score_gemma":0.004501135,"teacher_disagreement_score":0.62258875,"about_ca_system_score_codex":0.0015411378,"about_ca_system_score_gemma":0.0014345208,"threshold_uncertainty_score":0.8880472},"labels":[],"label_agreement":null},{"id":"W4379016425","doi":"10.11647/obp.0326.15","title":"15. Happy Yardi Gras! Playing with Carnival in New Orleans during the Covid-19 Pandemic","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Geographies of human-animal interactions","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":"Dalhousie University","funders":"","keywords":"Parade; Carnivalesque; Comics; Tribute; Cityscape; Ephemeral key; Art; Visual arts; Joke; Media studies; Neighbourhood (mathematics); Persona; Temporality; Aesthetics; History; Sociology; Art history; Literature; Humanities","score_opus":0.08489759326174874,"score_gpt":0.33961709960009934,"score_spread":0.2547195063383506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379016425","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":[0.7317766,0.0026694182,0.0010905231,0.020102927,0.0018333711,0.00026013306,0.000921919,0.0002187122,0.24112646],"genre_scores_gemma":[0.80613005,0.0023409557,0.0020351312,0.00567993,0.00034887652,0.00025625207,0.0005129997,0.00020937991,0.18248646],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932945,0.00023844976,0.000014707811,0.00008689845,0.000107034815,0.00022356701],"domain_scores_gemma":[0.9990746,0.00013569708,0.00007980218,0.00002669627,0.00011970247,0.00056346884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011727454,0.00042409028,0.00026878534,0.0005666818,0.015706245,0.004540446,0.00088123034,0.0014775243,0.018588282],"category_scores_gemma":[0.0013420499,0.00030573635,0.00026344822,0.00032721317,0.0045042923,0.0026445403,0.004813771,0.002121295,0.002133842],"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":[0.00014781539,0.00017024613,0.014218561,0.00039034893,0.00002357084,0.0038184305,0.81637496,0.00010222832,0.0030837338,0.009673113,0.11586622,0.036130678],"study_design_scores_gemma":[0.0000031418963,0.00006705221,0.01467347,0.000279356,0.000005197371,0.00048912776,0.69079363,0.000055955177,0.0002997255,0.00033171877,0.29297274,0.000028886554],"about_ca_topic_score_codex":0.08531408,"about_ca_topic_score_gemma":0.43210053,"teacher_disagreement_score":0.08531408,"about_ca_system_score_codex":0.0035587533,"about_ca_system_score_gemma":0.0026914366,"threshold_uncertainty_score":0.169635},"labels":[],"label_agreement":null},{"id":"W4382244645","doi":"10.11647/obp.0361.12","title":"A market with consumers and producers","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Outcome (game theory); Exchange economy; Stability (learning theory); Economics; Pareto principle; Microeconomics; Pareto optimal; Mathematical economics; Computer science; Mathematics; Operations management; Mathematical optimization; Multi-objective optimization","score_opus":0.04047548598794026,"score_gpt":0.204033335874012,"score_spread":0.16355784988607175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244645","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":[0.047146495,0.0045133876,0.18930234,0.020172967,0.0011534642,0.00044721738,0.0011768447,0.0005668468,0.7355204],"genre_scores_gemma":[0.5417672,0.005092674,0.07398873,0.0039164587,0.0011349516,0.00072419294,0.00057830906,0.00010065911,0.37269697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99941945,0.00022086345,0.000021471193,0.00013729322,0.00013601682,0.000064901105],"domain_scores_gemma":[0.9994778,0.00026834942,0.000043337288,0.000073899544,0.00005118589,0.00008537546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000767976,0.0007080265,0.0007885709,0.000385004,0.0021245133,0.0047590532,0.0014530496,0.0042628716,0.036348738],"category_scores_gemma":[0.001252474,0.0005603275,0.0008073893,0.0008642837,0.0021045234,0.00859121,0.0015725812,0.00230291,0.004622492],"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":[0.000029904235,0.000036443616,0.00011401776,0.000035245448,0.0000065969257,0.00011278704,0.00014054564,0.0017510413,0.00033462342,0.98729706,0.005982365,0.004159356],"study_design_scores_gemma":[0.00016740744,0.00009075357,0.00026947475,0.00009238515,0.000032891312,0.0004018639,0.00041975052,0.018474776,0.0005784423,0.76536477,0.21406305,0.00004439194],"about_ca_topic_score_codex":0.0020930315,"about_ca_topic_score_gemma":0.0018906271,"teacher_disagreement_score":0.036348738,"about_ca_system_score_codex":0.0013622891,"about_ca_system_score_gemma":0.00147331,"threshold_uncertainty_score":0.1215986},"labels":[],"label_agreement":null},{"id":"W4382244648","doi":"10.11647/obp.0361.03","title":"Preferences under uncertainty","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Decision-Making and Behavioral Economics","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":"University of Toronto","funders":"","keywords":"Computer science","score_opus":0.3407427498451363,"score_gpt":0.4178540672739322,"score_spread":0.0771113174287959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244648","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":[0.02385142,0.008162241,0.12621088,0.010511792,0.00040041297,0.000054502634,0.00052810024,0.000109666806,0.830171],"genre_scores_gemma":[0.776257,0.013912735,0.043669302,0.0027453469,0.0008868222,0.00014869212,0.00057143014,0.00010523519,0.16170347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99942833,0.00025187517,0.000015906571,0.000067226014,0.00019014422,0.00004643838],"domain_scores_gemma":[0.999466,0.00034234166,0.00003197612,0.00007340874,0.00004733847,0.00003900051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007543525,0.00051787606,0.0004145113,0.00027980414,0.00068213843,0.0028168971,0.0004365374,0.0010913705,0.012646545],"category_scores_gemma":[0.0025355865,0.000233995,0.00037870774,0.0006820487,0.0014069545,0.0028918628,0.0008758774,0.0022983907,0.0020332963],"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":[0.0000073955275,0.0000094979105,0.00004759052,0.000019578909,0.0000048853585,0.000030637562,0.00016098622,0.0021011457,0.00013314304,0.98376554,0.0052042427,0.008515395],"study_design_scores_gemma":[0.000003152474,0.000008968683,0.00009075394,0.000029254954,0.000002597332,0.000074164935,0.00008280074,0.0030794193,0.00006411062,0.95986646,0.03669343,0.000004911823],"about_ca_topic_score_codex":0.0006473338,"about_ca_topic_score_gemma":0.00062724605,"teacher_disagreement_score":0.012646545,"about_ca_system_score_codex":0.0009157075,"about_ca_system_score_gemma":0.0004785725,"threshold_uncertainty_score":0.04230696},"labels":[],"label_agreement":null},{"id":"W4382244703","doi":"10.11647/obp.0361.19","title":"Socialism","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Political Economy and Marxism","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 Toronto","funders":"","keywords":"Productivity; Axiom; Socialism; Consumption (sociology); Ideal (ethics); Economics; Production (economics); Function (biology); Mathematical economics; Microeconomics; Economic system; Mathematics; Economic growth; Political science; Sociology; Social science; Law","score_opus":0.0854054766668738,"score_gpt":0.33571380996698236,"score_spread":0.25030833330010854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244703","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":[0.004173569,0.0016181928,0.008720077,0.00998175,0.00019594573,0.00002425719,0.000067338675,0.000039434406,0.9751794],"genre_scores_gemma":[0.7533242,0.0036260788,0.009809244,0.005493406,0.0006581035,0.00019090014,0.00019333637,0.00009369638,0.22661103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989003,0.00045700782,0.000026649213,0.00021682202,0.00022570751,0.00017356154],"domain_scores_gemma":[0.9996043,0.00013589856,0.00003717741,0.00008568261,0.00007804311,0.000058867234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011134683,0.00040536837,0.0003062784,0.00079557183,0.0035365466,0.0041559855,0.00056766917,0.0016889058,0.010772005],"category_scores_gemma":[0.000992851,0.00015483111,0.0003689695,0.0006118448,0.013753389,0.0032062833,0.002269973,0.0019095896,0.0020017105],"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":[9.097797e-7,0.0000017184178,0.000022232436,0.00000455961,7.8241595e-7,0.000006231569,0.00025523314,0.00006882255,0.000013067643,0.99657035,0.0019331485,0.001123003],"study_design_scores_gemma":[0.000002738744,0.0000034671025,0.00005730174,0.000015039537,0.0000011350288,0.00002211818,0.00021083276,0.00018136206,0.00003031766,0.90145725,0.09801681,0.000001640837],"about_ca_topic_score_codex":0.0030178835,"about_ca_topic_score_gemma":0.0028271032,"teacher_disagreement_score":0.010772005,"about_ca_system_score_codex":0.005966813,"about_ca_system_score_gemma":0.0019862053,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382244710","doi":"10.11647/obp.0361.10","title":"An exchange economy","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Commerce; Distribution (mathematics); Bundle; Property (philosophy); Business; Intermediate good; Final good; Economics; Microeconomics; Production (economics); Mathematics","score_opus":0.07122342411755969,"score_gpt":0.2386122205240141,"score_spread":0.1673887964064544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244710","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":[0.018680003,0.0033533587,0.048510615,0.007871376,0.0004628497,0.00009728876,0.0007853639,0.00016693256,0.92007214],"genre_scores_gemma":[0.55082494,0.010877816,0.022001395,0.002696472,0.00086994376,0.0003406492,0.0012391864,0.00011727777,0.41103226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995962,0.00012234139,0.000020938369,0.00008916097,0.00009667916,0.00007469583],"domain_scores_gemma":[0.99962616,0.00015075761,0.00004155045,0.00008031638,0.000050177852,0.00005097207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045351865,0.00046427833,0.00053165987,0.00059907173,0.0016250908,0.004182218,0.0007742115,0.0020736696,0.04728452],"category_scores_gemma":[0.0014235976,0.00021361181,0.00057211943,0.0009879129,0.0017524227,0.0070672245,0.0017101029,0.0018408763,0.0058987504],"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":[0.0000043210075,0.000006253828,0.00003221128,0.0000106080615,0.000001928867,0.000031785494,0.000016867825,0.0003833867,0.000027181899,0.9938291,0.0035399583,0.0021164187],"study_design_scores_gemma":[0.0000191143,0.000009641504,0.00010823113,0.000032125357,0.000004723943,0.00016577938,0.000057800553,0.003224414,0.00006511216,0.9276945,0.06861234,0.0000062123313],"about_ca_topic_score_codex":0.0013395126,"about_ca_topic_score_gemma":0.0007473913,"teacher_disagreement_score":0.04728452,"about_ca_system_score_codex":0.0015293836,"about_ca_system_score_gemma":0.0009135185,"threshold_uncertainty_score":0.15818244},"labels":[],"label_agreement":null},{"id":"W4382244722","doi":"10.11647/obp.0362.12","title":"A market with consumers and producers","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Outcome (game theory); Exchange economy; Stability (learning theory); Economics; Pareto principle; Microeconomics; Pareto optimal; Mathematical economics; Computer science; Mathematics; Operations management; Mathematical optimization; Multi-objective optimization","score_opus":0.04047548598794026,"score_gpt":0.204033335874012,"score_spread":0.16355784988607175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244722","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":[0.047146495,0.0045133876,0.18930234,0.020172967,0.0011534642,0.00044721738,0.0011768447,0.0005668468,0.7355204],"genre_scores_gemma":[0.5417672,0.005092674,0.07398873,0.0039164587,0.0011349516,0.00072419294,0.00057830906,0.00010065911,0.37269697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99941945,0.00022086345,0.000021471193,0.00013729322,0.00013601682,0.000064901105],"domain_scores_gemma":[0.9994778,0.00026834942,0.000043337288,0.000073899544,0.00005118589,0.00008537546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000767976,0.0007080265,0.0007885709,0.000385004,0.0021245133,0.0047590532,0.0014530496,0.0042628716,0.036348738],"category_scores_gemma":[0.001252474,0.0005603275,0.0008073893,0.0008642837,0.0021045234,0.00859121,0.0015725812,0.00230291,0.004622492],"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":[0.000029904235,0.000036443616,0.00011401776,0.000035245448,0.0000065969257,0.00011278704,0.00014054564,0.0017510413,0.00033462342,0.98729706,0.005982365,0.004159356],"study_design_scores_gemma":[0.00016740744,0.00009075357,0.00026947475,0.00009238515,0.000032891312,0.0004018639,0.00041975052,0.018474776,0.0005784423,0.76536477,0.21406305,0.00004439194],"about_ca_topic_score_codex":0.0020930315,"about_ca_topic_score_gemma":0.0018906271,"teacher_disagreement_score":0.036348738,"about_ca_system_score_codex":0.0013622891,"about_ca_system_score_gemma":0.00147331,"threshold_uncertainty_score":0.1215986},"labels":[],"label_agreement":null},{"id":"W4382244736","doi":"10.11647/obp.0361.20","title":"Aggregating preferences","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Preference; Meaning (existential); Statement (logic); Social psychology; Relation (database); Class (philosophy); Psychology; Group (periodic table); Sociology; Epistemology; Economics; Computer science; Microeconomics; Philosophy; Data mining","score_opus":0.11173059924757268,"score_gpt":0.24692326285488383,"score_spread":0.13519266360731114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244736","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":[0.027755287,0.0014841246,0.74840367,0.0021338228,0.00029792453,0.00022470218,0.0009238126,0.00038114036,0.21839553],"genre_scores_gemma":[0.5751343,0.0039357957,0.3413456,0.0011548154,0.0005098267,0.0006151098,0.0027643046,0.0003168712,0.07422345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99568367,0.0019108182,0.00027411696,0.00080017356,0.0010094095,0.00032191948],"domain_scores_gemma":[0.9960639,0.0017016217,0.00028584784,0.0013522697,0.00045079412,0.0001456876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039962963,0.0010988384,0.000931561,0.001257031,0.001189144,0.004350977,0.0012193762,0.0011345105,0.015766155],"category_scores_gemma":[0.010174161,0.00056826195,0.0016819192,0.0028635156,0.0016361948,0.005985004,0.0035382998,0.0023694173,0.003378802],"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":[0.000021023932,0.000029427338,0.0006543966,0.00010944527,0.00005358956,0.00008640206,0.0007847677,0.0064664786,0.0007245938,0.9377668,0.005444734,0.047858387],"study_design_scores_gemma":[0.000011533829,0.00002966026,0.0005752635,0.00006543756,0.000039362734,0.00015372,0.00032021003,0.015960606,0.00059143914,0.94056207,0.041668925,0.000021658105],"about_ca_topic_score_codex":0.001335107,"about_ca_topic_score_gemma":0.0012569262,"teacher_disagreement_score":0.015766155,"about_ca_system_score_codex":0.0012140926,"about_ca_system_score_gemma":0.00077861594,"threshold_uncertainty_score":0.052743018},"labels":[],"label_agreement":null},{"id":"W4382244749","doi":"10.11647/obp.0362.14","title":"A market with asymmetric information","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Mathematical economics; Set (abstract data type); Economics; General equilibrium theory; Profit (economics); Competitive equilibrium; Aggregate (composite); Microeconomics; Supply and demand; Sequential equilibrium; Complete information; Computer science; Equilibrium selection; Game theory; Repeated game","score_opus":0.029523753240645188,"score_gpt":0.1938985525557111,"score_spread":0.1643747993150659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244749","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":[0.026172005,0.0061022346,0.23119533,0.01657894,0.0008392746,0.00016712032,0.0006740498,0.0002709651,0.7180002],"genre_scores_gemma":[0.6769111,0.011782069,0.084048524,0.0040254304,0.0025867769,0.00055769907,0.00063384866,0.00018913166,0.21926536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988527,0.00036602002,0.000044599085,0.00019906579,0.00042291838,0.00011457428],"domain_scores_gemma":[0.9988424,0.00068361696,0.0001118375,0.0001678044,0.00011780197,0.000076617056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013552236,0.00058255007,0.00076939637,0.00084452407,0.0015108485,0.0056881476,0.0012067264,0.0030289968,0.02484263],"category_scores_gemma":[0.0031731036,0.00040918562,0.0006723195,0.0013259099,0.0030023754,0.009978707,0.0020520242,0.0024042262,0.0031414826],"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":[0.0000035844114,0.00000542717,0.00001420385,0.00001293934,0.0000019553695,0.000034551736,0.00004738985,0.000637539,0.00007722665,0.9955538,0.0016903675,0.001920949],"study_design_scores_gemma":[0.00001189977,0.000011897,0.00005647347,0.000034260796,0.0000047861927,0.00017195904,0.00006966211,0.008208946,0.00013686738,0.9416498,0.049633864,0.000009592202],"about_ca_topic_score_codex":0.00071706186,"about_ca_topic_score_gemma":0.000471733,"teacher_disagreement_score":0.02484263,"about_ca_system_score_codex":0.0016456618,"about_ca_system_score_gemma":0.0011839827,"threshold_uncertainty_score":0.083106816},"labels":[],"label_agreement":null},{"id":"W4382244783","doi":"10.11647/obp.0361.08","title":"A jungle","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Political Economy and Marxism","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 Toronto","funders":"","keywords":"Jungle; Property (philosophy); Set (abstract data type); Genealogy; Sociology; Social psychology; Psychology; Geography; Computer science; History; Epistemology; Archaeology; Philosophy","score_opus":0.07527601368966472,"score_gpt":0.32174503125129067,"score_spread":0.24646901756162595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244783","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":[0.003029681,0.005846048,0.0057277675,0.0075711585,0.0009791949,0.000043222713,0.00012391519,0.00008392506,0.9765951],"genre_scores_gemma":[0.15308298,0.008013897,0.005478949,0.0038442644,0.0008132035,0.00020932278,0.00021725315,0.00019522422,0.8281449],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995177,0.00018196639,0.000010635521,0.00009029922,0.00011124729,0.00008816649],"domain_scores_gemma":[0.99981767,0.000053922835,0.000014674692,0.000027911641,0.00004246295,0.00004344863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046076466,0.0006768526,0.0002456087,0.0009821212,0.0036416468,0.0040561617,0.0004872474,0.00090139825,0.025518838],"category_scores_gemma":[0.0007008397,0.00017902882,0.00026468694,0.0007734542,0.0050972714,0.005205112,0.0022801526,0.0021507477,0.0065553836],"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":[0.0000037237564,0.0000060819993,0.000055555414,0.000018570776,9.78173e-7,0.000024944115,0.0018221132,0.000069125585,0.000064752705,0.96311927,0.027591065,0.0072237686],"study_design_scores_gemma":[0.0000018153539,0.000009329775,0.00010131552,0.000068922316,9.615524e-7,0.00006554786,0.001412952,0.00014218836,0.0000530023,0.18152599,0.8166143,0.0000037353195],"about_ca_topic_score_codex":0.0031328502,"about_ca_topic_score_gemma":0.0048566107,"teacher_disagreement_score":0.025518838,"about_ca_system_score_codex":0.0030391873,"about_ca_system_score_gemma":0.002093645,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382244788","doi":"10.11647/obp.0362.09","title":"A market","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Political Economy and Marxism","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 Toronto","funders":"","keywords":"Business; Microeconomics; Economics","score_opus":0.056303736958313866,"score_gpt":0.3064265233219833,"score_spread":0.2501227863636694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244788","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":[0.0020601933,0.0016839111,0.011592114,0.005875967,0.00054955046,0.000103468024,0.00033799218,0.0001280028,0.9776689],"genre_scores_gemma":[0.14434548,0.004497494,0.010034021,0.0041327938,0.0008389137,0.0003720079,0.0005309968,0.0001595529,0.8350888],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992605,0.0001430206,0.000029501703,0.00022727394,0.00022589682,0.000113840615],"domain_scores_gemma":[0.99958473,0.00009218305,0.000034191784,0.000115187606,0.00009756146,0.000076121876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006760619,0.000578659,0.0004513913,0.00077878224,0.0027931759,0.0063930107,0.0013991977,0.0034166425,0.13979328],"category_scores_gemma":[0.0013863371,0.00031073845,0.0006373668,0.0009216074,0.0032358125,0.009210344,0.0023834398,0.0022808479,0.023475394],"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":[0.000004051024,0.000009838221,0.00002157831,0.000014738752,0.0000015973707,0.000034748078,0.0000725188,0.00009751884,0.000091486065,0.98306215,0.013011451,0.003578253],"study_design_scores_gemma":[0.000012849888,0.000019946188,0.000098979,0.000062406405,0.0000031930736,0.00014849611,0.00018526414,0.0006381301,0.00016421571,0.423414,0.57524335,0.000009162109],"about_ca_topic_score_codex":0.0027867416,"about_ca_topic_score_gemma":0.0020082567,"teacher_disagreement_score":0.13979328,"about_ca_system_score_codex":0.0027463916,"about_ca_system_score_gemma":0.002440708,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382244795","doi":"10.11647/obp.0362.03","title":"Preferences under uncertainty","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Decision-Making and Behavioral Economics","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":"University of Toronto","funders":"","keywords":"Computer science; Mathematics","score_opus":0.3407427498451363,"score_gpt":0.4178540672739322,"score_spread":0.0771113174287959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244795","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":[0.02385142,0.008162241,0.12621088,0.010511792,0.00040041297,0.000054502634,0.00052810024,0.000109666806,0.830171],"genre_scores_gemma":[0.776257,0.013912735,0.043669302,0.0027453469,0.0008868222,0.00014869212,0.00057143014,0.00010523519,0.16170347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99942833,0.00025187517,0.000015906571,0.000067226014,0.00019014422,0.00004643838],"domain_scores_gemma":[0.999466,0.00034234166,0.00003197612,0.00007340874,0.00004733847,0.00003900051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007543525,0.00051787606,0.0004145113,0.00027980414,0.00068213843,0.0028168971,0.0004365374,0.0010913705,0.012646545],"category_scores_gemma":[0.0025355865,0.000233995,0.00037870774,0.0006820487,0.0014069545,0.0028918628,0.0008758774,0.0022983907,0.0020332963],"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":[0.0000073955275,0.0000094979105,0.00004759052,0.000019578909,0.0000048853585,0.000030637562,0.00016098622,0.0021011457,0.00013314304,0.98376554,0.0052042427,0.008515395],"study_design_scores_gemma":[0.000003152474,0.000008968683,0.00009075394,0.000029254954,0.000002597332,0.000074164935,0.00008280074,0.0030794193,0.00006411062,0.95986646,0.03669343,0.000004911823],"about_ca_topic_score_codex":0.0006473338,"about_ca_topic_score_gemma":0.00062724605,"teacher_disagreement_score":0.012646545,"about_ca_system_score_codex":0.0009157075,"about_ca_system_score_gemma":0.0004785725,"threshold_uncertainty_score":0.04230696},"labels":[],"label_agreement":null},{"id":"W4382244825","doi":"10.11647/obp.0361.15","title":"Strategic games","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Action (physics); Nash equilibrium; Mathematical economics; Game theory; Set (abstract data type); Strategic interaction; Repeated game; Strategy; Computer science; Microeconomics; Economics; Physics","score_opus":0.11245235308566068,"score_gpt":0.23582575388736968,"score_spread":0.123373400801709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244825","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":[0.010216224,0.0053902166,0.27740034,0.0071468926,0.00086067803,0.00054147927,0.0018319056,0.00047921168,0.69613314],"genre_scores_gemma":[0.52884054,0.01871577,0.16028653,0.0050738193,0.0011432534,0.0015691089,0.0036013708,0.00034476837,0.28042477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983687,0.00069077354,0.0001125523,0.00027076193,0.0003881897,0.00016902499],"domain_scores_gemma":[0.9987954,0.00066154957,0.00011906864,0.00014498607,0.00015647725,0.0001225167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010377716,0.0016447807,0.0011271283,0.0009890256,0.0016700887,0.0047024055,0.0018130004,0.0022403086,0.030335527],"category_scores_gemma":[0.003125957,0.00049548614,0.0010398068,0.0015026447,0.003630865,0.004756929,0.0022116126,0.0027049861,0.006310222],"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":[0.000006391726,0.000010100462,0.00004474559,0.000052978434,0.000007604259,0.000041216696,0.00011042096,0.0018952396,0.000100544894,0.9872515,0.0061803004,0.0042989627],"study_design_scores_gemma":[0.000017433127,0.000018337962,0.000057203397,0.00007335954,0.000008332221,0.00011243769,0.00010452368,0.0063997535,0.00009166349,0.8823983,0.110708766,0.000009844985],"about_ca_topic_score_codex":0.004065293,"about_ca_topic_score_gemma":0.0035795185,"teacher_disagreement_score":0.030335527,"about_ca_system_score_codex":0.0026860214,"about_ca_system_score_gemma":0.001988921,"threshold_uncertainty_score":0.10148239},"labels":[],"label_agreement":null},{"id":"W4382244907","doi":"10.11647/obp.0362.18","title":"Matching","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Matching (statistics); Social psychology; Psychology; Type (biology); Mathematics; Combinatorics; Computer science; Statistics; Biology","score_opus":0.0790531699233612,"score_gpt":0.24008562897242908,"score_spread":0.16103245904906788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244907","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":[0.028189356,0.0016810854,0.6439499,0.012319992,0.0010481046,0.00052198325,0.0025292933,0.0006957172,0.3090645],"genre_scores_gemma":[0.48025277,0.0035138617,0.30713627,0.004738114,0.0012116749,0.0008873993,0.006395472,0.0006163292,0.1952481],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99688715,0.0011930544,0.00016482096,0.00095288776,0.00041620346,0.00038593204],"domain_scores_gemma":[0.9973368,0.0014598143,0.00017864938,0.00059710845,0.00023164503,0.00019598543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002410645,0.00093821256,0.001405792,0.00082225434,0.0026565064,0.0051696263,0.0026091014,0.004793342,0.08159524],"category_scores_gemma":[0.012886825,0.000610801,0.0014557497,0.0019787606,0.0016514969,0.00840404,0.0035952523,0.0023315528,0.011696763],"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":[0.00009368263,0.00012774137,0.00058774365,0.0001835097,0.00006635046,0.00015099876,0.00017277936,0.011141388,0.00022451575,0.8854061,0.04947274,0.052372478],"study_design_scores_gemma":[0.000042816875,0.000026405542,0.00011281174,0.00003875164,0.00001714197,0.00011461733,0.00012531118,0.018113893,0.00019917992,0.9346468,0.04655149,0.000010763048],"about_ca_topic_score_codex":0.0018046536,"about_ca_topic_score_gemma":0.0014082687,"teacher_disagreement_score":0.08159524,"about_ca_system_score_codex":0.0018985205,"about_ca_system_score_gemma":0.0016645454,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382244919","doi":"10.11647/obp.0362.15","title":"Strategic games","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Economic theories and models","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 Toronto","funders":"","keywords":"Action (physics); Mathematical economics; Nash equilibrium; Game theory; Set (abstract data type); Strategic interaction; Repeated game; Strategy; Microeconomics; Computer science; Mathematics; Economics; Physics","score_opus":0.11245235308566068,"score_gpt":0.23582575388736968,"score_spread":0.123373400801709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244919","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":[0.010220437,0.0054601417,0.27874517,0.0072003324,0.000865372,0.0005403005,0.00183947,0.0004808847,0.69464785],"genre_scores_gemma":[0.5298904,0.018895218,0.16054156,0.005086602,0.0011523123,0.0015661197,0.003592218,0.00034355646,0.27893203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99837035,0.0006897961,0.00011253209,0.00027062246,0.0003881515,0.00016853515],"domain_scores_gemma":[0.99879825,0.0006603157,0.00011900268,0.00014464013,0.00015596607,0.0001218294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010368342,0.0016450516,0.0011277889,0.0009908836,0.0016667681,0.0047111236,0.0018119963,0.0022472697,0.030066054],"category_scores_gemma":[0.0031094057,0.0004942413,0.0010385979,0.0015120455,0.003646614,0.0047615953,0.0022062473,0.0027110816,0.0062969574],"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":[0.000006362359,0.000010051063,0.00004461981,0.0000528221,0.000007573574,0.000041125695,0.00011019837,0.0018860507,0.00010044121,0.98732984,0.0061300923,0.0042809597],"study_design_scores_gemma":[0.000017362509,0.000018318695,0.000057149235,0.00007328491,0.000008329709,0.000112262176,0.000103698774,0.0063766898,0.00009169476,0.8826674,0.110463984,0.000009839698],"about_ca_topic_score_codex":0.004071479,"about_ca_topic_score_gemma":0.003570075,"teacher_disagreement_score":0.030066054,"about_ca_system_score_codex":0.0026888177,"about_ca_system_score_gemma":0.0019886626,"threshold_uncertainty_score":0.10058093},"labels":[],"label_agreement":null},{"id":"W4382244946","doi":"10.11647/obp.0362.20","title":"Aggregating preferences","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Preference; Meaning (existential); Statement (logic); Social psychology; Relation (database); Class (philosophy); Psychology; Group (periodic table); Sociology; Epistemology; Economics; Computer science; Microeconomics; Philosophy; Data mining","score_opus":0.11173059924757268,"score_gpt":0.24692326285488383,"score_spread":0.13519266360731114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244946","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":[0.027755287,0.0014841246,0.74840367,0.0021338228,0.00029792453,0.00022470218,0.0009238126,0.00038114036,0.21839553],"genre_scores_gemma":[0.5751343,0.0039357957,0.3413456,0.0011548154,0.0005098267,0.0006151098,0.0027643046,0.0003168712,0.07422345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99568367,0.0019108182,0.00027411696,0.00080017356,0.0010094095,0.00032191948],"domain_scores_gemma":[0.9960639,0.0017016217,0.00028584784,0.0013522697,0.00045079412,0.0001456876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039962963,0.0010988384,0.000931561,0.001257031,0.001189144,0.004350977,0.0012193762,0.0011345105,0.015766155],"category_scores_gemma":[0.010174161,0.00056826195,0.0016819192,0.0028635156,0.0016361948,0.005985004,0.0035382998,0.0023694173,0.003378802],"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":[0.000021023932,0.000029427338,0.0006543966,0.00010944527,0.00005358956,0.00008640206,0.0007847677,0.0064664786,0.0007245938,0.9377668,0.005444734,0.047858387],"study_design_scores_gemma":[0.000011533829,0.00002966026,0.0005752635,0.00006543756,0.000039362734,0.00015372,0.00032021003,0.015960606,0.00059143914,0.94056207,0.041668925,0.000021658105],"about_ca_topic_score_codex":0.001335107,"about_ca_topic_score_gemma":0.0012569262,"teacher_disagreement_score":0.015766155,"about_ca_system_score_codex":0.0012140926,"about_ca_system_score_gemma":0.00077861594,"threshold_uncertainty_score":0.052743018},"labels":[],"label_agreement":null},{"id":"W4382244977","doi":"10.11647/obp.0362.02","title":"Choice","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Economic Theory and Institutions","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 Toronto","funders":"","keywords":"Computer science","score_opus":0.0780594401876606,"score_gpt":0.2414600478973963,"score_spread":0.1634006077097357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382244977","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":[0.004144776,0.0022960242,0.08938326,0.007650437,0.00047227534,0.0001150217,0.00097342767,0.00018884284,0.8947758],"genre_scores_gemma":[0.22400405,0.006482736,0.058619555,0.004672616,0.0005401569,0.0004270748,0.0021128864,0.0002993257,0.70284164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990609,0.00031740367,0.000042935353,0.00018860557,0.00029852428,0.00009145123],"domain_scores_gemma":[0.999196,0.00036673344,0.0000461847,0.00017846072,0.00014950948,0.00006314694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011690118,0.00050208735,0.0003673445,0.0005506893,0.0011691471,0.0025809545,0.000835911,0.0011596312,0.08679101],"category_scores_gemma":[0.0033594477,0.00020308782,0.0005252691,0.0007270811,0.002062299,0.002995213,0.0012602733,0.0017343962,0.017522449],"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":[0.0000053454564,0.000009304442,0.00010162645,0.000019416364,0.0000024589156,0.000014031612,0.00014923283,0.00024387919,0.000052520212,0.9734616,0.01325057,0.0126899155],"study_design_scores_gemma":[0.000007010678,0.000011997614,0.00026475903,0.00007748366,0.0000033352094,0.00011634771,0.00014656216,0.0009885043,0.00014769926,0.58214796,0.41607887,0.000009442305],"about_ca_topic_score_codex":0.0021438664,"about_ca_topic_score_gemma":0.0021830706,"teacher_disagreement_score":0.08679101,"about_ca_system_score_codex":0.0016870984,"about_ca_system_score_gemma":0.0011564927,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382245001","doi":"10.11647/obp.0361.18","title":"Matching","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Matching (statistics); Social psychology; Psychology; Type (biology); Mathematics; Combinatorics; Computer science; Statistics; Biology","score_opus":0.0790531699233612,"score_gpt":0.24008562897242908,"score_spread":0.16103245904906788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245001","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":[0.028189356,0.0016810854,0.6439499,0.012319992,0.0010481046,0.00052198325,0.0025292933,0.0006957172,0.3090645],"genre_scores_gemma":[0.48025277,0.0035138617,0.30713627,0.004738114,0.0012116749,0.0008873993,0.006395472,0.0006163292,0.1952481],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99688715,0.0011930544,0.00016482096,0.00095288776,0.00041620346,0.00038593204],"domain_scores_gemma":[0.9973368,0.0014598143,0.00017864938,0.00059710845,0.00023164503,0.00019598543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002410645,0.00093821256,0.001405792,0.00082225434,0.0026565064,0.0051696263,0.0026091014,0.004793342,0.08159524],"category_scores_gemma":[0.012886825,0.000610801,0.0014557497,0.0019787606,0.0016514969,0.00840404,0.0035952523,0.0023315528,0.011696763],"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":[0.00009368263,0.00012774137,0.00058774365,0.0001835097,0.00006635046,0.00015099876,0.00017277936,0.011141388,0.00022451575,0.8854061,0.04947274,0.052372478],"study_design_scores_gemma":[0.000042816875,0.000026405542,0.00011281174,0.00003875164,0.00001714197,0.00011461733,0.00012531118,0.018113893,0.00019917992,0.9346468,0.04655149,0.000010763048],"about_ca_topic_score_codex":0.0018046536,"about_ca_topic_score_gemma":0.0014082687,"teacher_disagreement_score":0.08159524,"about_ca_system_score_codex":0.0018985205,"about_ca_system_score_gemma":0.0016645454,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382245023","doi":"10.11647/obp.0362.13","title":"Equilibrium with prices and expectations","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Economics; Microeconomics; Quality (philosophy); Unit (ring theory); Fish <Actinopterygii>; Supply and demand; Action (physics); Econometrics; Mathematics; Fishery","score_opus":0.049452113481358605,"score_gpt":0.21862627451757152,"score_spread":0.1691741610362129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245023","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":[0.05444709,0.001979406,0.5081008,0.0149960285,0.00053342705,0.00018214257,0.00070192065,0.0003973044,0.4186619],"genre_scores_gemma":[0.8726066,0.0023434972,0.06573486,0.0019231902,0.0006115002,0.0005630874,0.0004636097,0.00023902928,0.05551459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970276,0.0012094403,0.00011580376,0.0005280594,0.00068668905,0.0004323909],"domain_scores_gemma":[0.9973847,0.0014320343,0.00033645905,0.0003493848,0.00035296843,0.00014433684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024030039,0.000979793,0.0012565952,0.0006046336,0.0016171788,0.005976765,0.0015862717,0.0034213464,0.0147905145],"category_scores_gemma":[0.009205098,0.0006295908,0.0014441087,0.0007982095,0.003414015,0.0067595346,0.0024245637,0.002888786,0.0031555686],"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":[0.00001236008,0.000017611552,0.00016359407,0.000024434503,0.000010595644,0.000056451096,0.00009725618,0.0047977646,0.000122006706,0.99107856,0.0012490676,0.0023702346],"study_design_scores_gemma":[0.000016640304,0.000013181039,0.00009048312,0.000013954491,0.000004033469,0.00003976167,0.0000482897,0.011489479,0.00006652822,0.98385954,0.004348095,0.0000099727595],"about_ca_topic_score_codex":0.00240763,"about_ca_topic_score_gemma":0.0017283092,"teacher_disagreement_score":0.0147905145,"about_ca_system_score_codex":0.0028876993,"about_ca_system_score_gemma":0.001984401,"threshold_uncertainty_score":0.049479187},"labels":[],"label_agreement":null},{"id":"W4382245040","doi":"10.11647/obp.0361","title":"Models in Microeconomic Theory","year":2023,"lang":"en","type":"book","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Mathematical economics; Mathematical proof; Axiom; Arrow; Game theory; Subgame perfect equilibrium; Economics; Economic model; Extensive-form game; Nash equilibrium; Monopoly; Neoclassical economics; Computer science; Microeconomics; Repeated game; Mathematics","score_opus":0.053768596806315655,"score_gpt":0.22741164419201151,"score_spread":0.17364304738569586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245040","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":[0.0038134991,0.044181846,0.18545324,0.018477518,0.0022612761,0.00016268871,0.0014980593,0.00095395726,0.7431979],"genre_scores_gemma":[0.2744805,0.10182678,0.15285695,0.012539443,0.006129021,0.0011753206,0.0038392325,0.0011057121,0.446047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990062,0.0003412037,0.000046172012,0.00015025745,0.0003692581,0.000086785294],"domain_scores_gemma":[0.9991548,0.00045835815,0.00006308937,0.00014088015,0.00012919889,0.00005361837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008577245,0.0012116521,0.001078116,0.0012953695,0.0011456094,0.0043788115,0.0014893606,0.0018504708,0.025122164],"category_scores_gemma":[0.0026503003,0.0005121864,0.001046313,0.002343226,0.0023882247,0.0054550874,0.0017182023,0.0033318838,0.0086607635],"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":[0.0000019871493,0.000008403676,0.0000656104,0.00006754723,0.0000071806926,0.000029554712,0.00009071807,0.0021370514,0.00004133961,0.96211684,0.026196789,0.00923692],"study_design_scores_gemma":[0.000003640845,0.0000062890463,0.00007872303,0.00009550255,0.0000043539358,0.000066978326,0.00005194286,0.0037599972,0.000042406336,0.7717678,0.2241158,0.0000066415746],"about_ca_topic_score_codex":0.0025967082,"about_ca_topic_score_gemma":0.0021312106,"teacher_disagreement_score":0.025122164,"about_ca_system_score_codex":0.003172983,"about_ca_system_score_gemma":0.0018283711,"threshold_uncertainty_score":0.08404201},"labels":[],"label_agreement":null},{"id":"W4382245046","doi":"10.11647/obp.0362.10","title":"An exchange economy","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Commerce; Bundle; Distribution (mathematics); Property (philosophy); Business; Final good; Intermediate good; Economics; Microeconomics; Production (economics); Mathematics","score_opus":0.07122342411755969,"score_gpt":0.2386122205240141,"score_spread":0.1673887964064544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245046","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":[0.018680003,0.0033533587,0.048510615,0.007871376,0.0004628497,0.00009728876,0.0007853639,0.00016693256,0.92007214],"genre_scores_gemma":[0.55082494,0.010877816,0.022001395,0.002696472,0.00086994376,0.0003406492,0.0012391864,0.00011727777,0.41103226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995962,0.00012234139,0.000020938369,0.00008916097,0.00009667916,0.00007469583],"domain_scores_gemma":[0.99962616,0.00015075761,0.00004155045,0.00008031638,0.000050177852,0.00005097207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045351865,0.00046427833,0.00053165987,0.00059907173,0.0016250908,0.004182218,0.0007742115,0.0020736696,0.04728452],"category_scores_gemma":[0.0014235976,0.00021361181,0.00057211943,0.0009879129,0.0017524227,0.0070672245,0.0017101029,0.0018408763,0.0058987504],"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":[0.0000043210075,0.000006253828,0.00003221128,0.0000106080615,0.000001928867,0.000031785494,0.000016867825,0.0003833867,0.000027181899,0.9938291,0.0035399583,0.0021164187],"study_design_scores_gemma":[0.0000191143,0.000009641504,0.00010823113,0.000032125357,0.000004723943,0.00016577938,0.000057800553,0.003224414,0.00006511216,0.9276945,0.06861234,0.0000062123313],"about_ca_topic_score_codex":0.0013395126,"about_ca_topic_score_gemma":0.0007473913,"teacher_disagreement_score":0.04728452,"about_ca_system_score_codex":0.0015293836,"about_ca_system_score_gemma":0.0009135185,"threshold_uncertainty_score":0.15818244},"labels":[],"label_agreement":null},{"id":"W4382245047","doi":"10.11647/obp.0362.07","title":"Monopoly","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Supply Chain and Inventory 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":"University of Toronto","funders":"","keywords":"Monopoly; Profit (economics); Microeconomics; Production (economics); Industrial organization; Business; Economics; Commerce","score_opus":0.054707060574454465,"score_gpt":0.2363613543167026,"score_spread":0.18165429374224815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245047","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":[0.0051937737,0.0012722957,0.03233539,0.0034484935,0.00021436927,0.000102270686,0.00050985895,0.00013018283,0.9567934],"genre_scores_gemma":[0.51619875,0.0045970767,0.009816432,0.0034994965,0.00056247984,0.00026903994,0.0005867636,0.00020572312,0.46426418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990188,0.000250531,0.000028788201,0.0002270539,0.00027460296,0.00020016235],"domain_scores_gemma":[0.99907255,0.0003449713,0.00008288645,0.0002623914,0.00013269506,0.000104535866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008222461,0.0008981344,0.000852105,0.00064750435,0.0013896028,0.004174938,0.00191312,0.0031406705,0.10764197],"category_scores_gemma":[0.0025412221,0.00045198898,0.0009885546,0.0009188539,0.0026333954,0.004668274,0.0014648081,0.0021553915,0.017078033],"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":[0.000013600888,0.000019945526,0.00008413268,0.00004447298,0.000007530418,0.00006251578,0.00005525865,0.0012800861,0.00013159515,0.9801593,0.012421299,0.005720225],"study_design_scores_gemma":[0.000037394864,0.00004762512,0.000251667,0.00011336728,0.000017408529,0.00047786976,0.00013454945,0.009022547,0.00023476136,0.7694231,0.22021836,0.000021301466],"about_ca_topic_score_codex":0.0027851253,"about_ca_topic_score_gemma":0.003100923,"teacher_disagreement_score":0.10764197,"about_ca_system_score_codex":0.0027783173,"about_ca_system_score_gemma":0.0019932075,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382245061","doi":"10.11647/obp.0362.16","title":"Extensive games","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Applications","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":"University of Toronto","funders":"","keywords":"Outcome (game theory); Business; Competitor analysis; Market economy; Industrial organization; Economics; Microeconomics; Marketing","score_opus":0.19964406446434155,"score_gpt":0.39392066361058553,"score_spread":0.19427659914624398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245061","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":[0.022056675,0.007803801,0.19847229,0.0059684757,0.00042556235,0.00032376713,0.00261426,0.00036538634,0.7619698],"genre_scores_gemma":[0.6801002,0.016478818,0.062087707,0.0022315143,0.0005490624,0.0011949504,0.0031012518,0.00017139164,0.23408513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998884,0.0005556459,0.000060503837,0.00013675849,0.00021946448,0.00014368133],"domain_scores_gemma":[0.9987546,0.00086780736,0.00007672028,0.000096267155,0.00010461159,0.00009994061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008729159,0.0014500797,0.0012319913,0.0006189508,0.0009932886,0.0037824395,0.0016007951,0.0017465831,0.027246427],"category_scores_gemma":[0.0031505944,0.00034645948,0.000635796,0.0010021523,0.0020325168,0.00279012,0.0016185712,0.0019107033,0.004200271],"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":[0.000032596643,0.000040912342,0.000182663,0.00012900747,0.000026100977,0.00012748066,0.00013328464,0.030335976,0.00019387215,0.9325841,0.021482227,0.014731754],"study_design_scores_gemma":[0.000035935733,0.000022488994,0.00013376151,0.00006539246,0.000010932137,0.000079419566,0.00009057612,0.035257153,0.00008170994,0.9039346,0.06027595,0.000012060909],"about_ca_topic_score_codex":0.0035486626,"about_ca_topic_score_gemma":0.0039213724,"teacher_disagreement_score":0.027246427,"about_ca_system_score_codex":0.0026072518,"about_ca_system_score_gemma":0.0015993044,"threshold_uncertainty_score":0.09114832},"labels":[],"label_agreement":null},{"id":"W4382245068","doi":"10.11647/obp.0361.09","title":"A market","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Political Economy and Marxism","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 Toronto","funders":"","keywords":"Business; Microeconomics; Economics","score_opus":0.056303736958313866,"score_gpt":0.3064265233219833,"score_spread":0.2501227863636694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245068","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":[0.0020609014,0.001691607,0.011613949,0.005918241,0.0005519235,0.00010327877,0.00033614744,0.000127578,0.9775964],"genre_scores_gemma":[0.14461388,0.0045135384,0.010052048,0.0041555,0.000842736,0.0003726396,0.00052826694,0.00015969861,0.8347616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992606,0.00014325201,0.00002948368,0.0002270859,0.00022552809,0.00011405634],"domain_scores_gemma":[0.99958354,0.00009272465,0.000034225086,0.00011526681,0.000097741184,0.00007654904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067773106,0.0005799903,0.0004533903,0.00077848055,0.0028093876,0.006400096,0.0014009612,0.0034346944,0.13956095],"category_scores_gemma":[0.001393024,0.00031185526,0.00063967315,0.0009227325,0.0032426682,0.009237598,0.0023914285,0.0022849937,0.023326145],"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":[0.0000040482955,0.000009825754,0.00002144753,0.000014738099,0.0000015902307,0.000034789144,0.00007236982,0.00009787444,0.00009079494,0.9830777,0.013017416,0.0035573533],"study_design_scores_gemma":[0.0000128833135,0.00001997724,0.000098327946,0.00006261697,0.0000031885609,0.00014878089,0.00018588232,0.0006423557,0.00016296623,0.42559466,0.5730592,0.000009181466],"about_ca_topic_score_codex":0.0027948073,"about_ca_topic_score_gemma":0.0020183981,"teacher_disagreement_score":0.13956095,"about_ca_system_score_codex":0.002756807,"about_ca_system_score_gemma":0.002448025,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382245078","doi":"10.11647/obp.0361.04","title":"Consumer preferences","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Economic Theory and Institutions","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":"Consumer choice; Context (archaeology); Economics; Microeconomics; Mathematical economics; Positive economics; Geography","score_opus":0.09592029096116415,"score_gpt":0.24078481502592994,"score_spread":0.1448645240647658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245078","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":[0.005528967,0.010592191,0.0073921434,0.006259691,0.000734206,0.00010441616,0.0016693479,0.00014471388,0.9675743],"genre_scores_gemma":[0.078278884,0.025888732,0.009939665,0.0069343513,0.0006098537,0.0001923522,0.0030711202,0.00019659508,0.8748884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995968,0.000077271274,0.000014902078,0.000061893414,0.0002105744,0.00003865434],"domain_scores_gemma":[0.9997074,0.00014644087,0.000013785418,0.000022700755,0.000087357985,0.000022252343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039961442,0.0004742651,0.00035812054,0.0008226313,0.0008452446,0.0021987476,0.00028301775,0.0011666719,0.1218647],"category_scores_gemma":[0.0015077781,0.00018303224,0.00027811155,0.0014166455,0.0005049435,0.001780499,0.00057471683,0.0013600767,0.021625923],"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":[0.00003738304,0.000056617668,0.0007088486,0.00030332187,0.000014818644,0.00014929064,0.0022318347,0.00047359907,0.00079203973,0.47327322,0.37673688,0.14522207],"study_design_scores_gemma":[0.0000034578927,0.000013148389,0.0009794284,0.00015115882,0.0000035250512,0.00023907574,0.0005780965,0.0001377215,0.00018829503,0.05521961,0.9424738,0.000012669247],"about_ca_topic_score_codex":0.0017549585,"about_ca_topic_score_gemma":0.0027545649,"teacher_disagreement_score":0.1218647,"about_ca_system_score_codex":0.0007831652,"about_ca_system_score_gemma":0.00046145276,"threshold_uncertainty_score":0.40767807},"labels":[],"label_agreement":null},{"id":"W4382245079","doi":"10.11647/obp.0362.04","title":"Consumer preferences","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Economic Theory and Institutions","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":"Consumer choice; Context (archaeology); Economics; Microeconomics; Mathematical economics; Positive economics; Marketing; Business; Geography","score_opus":0.09592029096116415,"score_gpt":0.24078481502592994,"score_spread":0.1448645240647658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245079","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":[0.005528967,0.010592191,0.0073921434,0.006259691,0.000734206,0.00010441616,0.0016693479,0.00014471388,0.9675743],"genre_scores_gemma":[0.078278884,0.025888732,0.009939665,0.0069343513,0.0006098537,0.0001923522,0.0030711202,0.00019659508,0.8748884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995968,0.000077271274,0.000014902078,0.000061893414,0.0002105744,0.00003865434],"domain_scores_gemma":[0.9997074,0.00014644087,0.000013785418,0.000022700755,0.000087357985,0.000022252343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039961442,0.0004742651,0.00035812054,0.0008226313,0.0008452446,0.0021987476,0.00028301775,0.0011666719,0.1218647],"category_scores_gemma":[0.0015077781,0.00018303224,0.00027811155,0.0014166455,0.0005049435,0.001780499,0.00057471683,0.0013600767,0.021625923],"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":[0.00003738304,0.000056617668,0.0007088486,0.00030332187,0.000014818644,0.00014929064,0.0022318347,0.00047359907,0.00079203973,0.47327322,0.37673688,0.14522207],"study_design_scores_gemma":[0.0000034578927,0.000013148389,0.0009794284,0.00015115882,0.0000035250512,0.00023907574,0.0005780965,0.0001377215,0.00018829503,0.05521961,0.9424738,0.000012669247],"about_ca_topic_score_codex":0.0017549585,"about_ca_topic_score_gemma":0.0027545649,"teacher_disagreement_score":0.1218647,"about_ca_system_score_codex":0.0007831652,"about_ca_system_score_gemma":0.00046145276,"threshold_uncertainty_score":0.40767807},"labels":[],"label_agreement":null},{"id":"W4382245092","doi":"10.11647/obp.0362.19","title":"Socialism","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Political Economy and Marxism","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 Toronto","funders":"","keywords":"Productivity; Axiom; Socialism; Consumption (sociology); Ideal (ethics); Economics; Production (economics); Function (biology); Mathematical economics; Microeconomics; Economic system; Mathematics; Economic growth; Sociology; Political science; Social science; Law","score_opus":0.0854054766668738,"score_gpt":0.33571380996698236,"score_spread":0.25030833330010854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245092","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":[0.0045484276,0.0016109074,0.009744992,0.010693152,0.00020162082,0.000025427475,0.000070684364,0.000041684812,0.9730631],"genre_scores_gemma":[0.77475065,0.0033406594,0.010420846,0.005510461,0.0006270774,0.00018759935,0.00018850161,0.000093396084,0.20488076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987991,0.0005118802,0.000029511602,0.0002331824,0.00024163869,0.00018472319],"domain_scores_gemma":[0.99958795,0.00014092065,0.000038516526,0.00008892179,0.00008212823,0.00006161053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011725303,0.0004107622,0.00031690244,0.0008099724,0.0036488615,0.0042115087,0.00057342584,0.0017122265,0.010337573],"category_scores_gemma":[0.0010015935,0.00015776115,0.0003893751,0.0006192202,0.014538974,0.0032511791,0.0023680392,0.0019661684,0.0019460198],"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":[8.8718645e-7,0.0000016802957,0.000021485295,0.000004367925,7.834591e-7,0.0000061468113,0.00024341026,0.00006804286,0.000012792754,0.9969838,0.0016739661,0.0009826605],"study_design_scores_gemma":[0.0000027924984,0.0000034236111,0.00005233257,0.000014059072,0.0000011385507,0.000021363336,0.00020316943,0.00018264624,0.000030153922,0.91035795,0.089129396,0.0000016115753],"about_ca_topic_score_codex":0.0030571294,"about_ca_topic_score_gemma":0.0028048682,"teacher_disagreement_score":0.010337573,"about_ca_system_score_codex":0.0062532485,"about_ca_system_score_gemma":0.0020195127,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382245122","doi":"10.11647/obp.0362.06","title":"Producer behavior","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Economic Theory and Institutions","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":"Intermediate good; Economics; Distribution (mathematics); Relative price; Production (economics); Information good; Commerce; Microeconomics; Industrial organization; Computer science; The Internet","score_opus":0.0836049018775765,"score_gpt":0.2452763092921321,"score_spread":0.1616714074145556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245122","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":[0.004856764,0.00248536,0.008433249,0.002637857,0.00026721638,0.00006195846,0.0004885533,0.00029823653,0.9804709],"genre_scores_gemma":[0.08000647,0.0043527577,0.008228301,0.0019036597,0.00012821976,0.00009980642,0.0006672867,0.00028845872,0.90432507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99928623,0.0001928573,0.000024496965,0.00015927237,0.00028954868,0.0000475365],"domain_scores_gemma":[0.9989874,0.00037935382,0.00007691796,0.00019413838,0.00027997897,0.00008215156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011341836,0.00045529465,0.00029988124,0.0008652045,0.0009448522,0.0035532874,0.00066694035,0.0014354597,0.0670261],"category_scores_gemma":[0.0027172882,0.0002732268,0.00024762872,0.0009694859,0.00083279767,0.0026555299,0.0009091326,0.0010404022,0.026888192],"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":[0.000066638226,0.00011148889,0.002936879,0.00030633595,0.000017672364,0.00030463195,0.003595504,0.0008459598,0.0027686036,0.63137865,0.17915599,0.1785117],"study_design_scores_gemma":[0.000007647207,0.000024148489,0.001602299,0.0001472,0.000008820737,0.00031673932,0.00048279157,0.0005510556,0.0008724694,0.035647277,0.9603276,0.000011954312],"about_ca_topic_score_codex":0.0015575398,"about_ca_topic_score_gemma":0.0026290896,"teacher_disagreement_score":0.0670261,"about_ca_system_score_codex":0.001426677,"about_ca_system_score_gemma":0.0010372028,"threshold_uncertainty_score":0.22422469},"labels":[],"label_agreement":null},{"id":"W4382245129","doi":"10.11647/obp.0362.17","title":"Mechanism design","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Consumer Market Behavior and Pricing","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 Toronto","funders":"","keywords":"Matching (statistics); Mechanism (biology); Type (biology); Social psychology; Psychology; Computer science; Mathematics; Statistics; Biology; Epistemology; Ecology; Philosophy","score_opus":0.0760514680008809,"score_gpt":0.25200158265283296,"score_spread":0.17595011465195204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245129","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":[0.007969443,0.0043882527,0.8367289,0.014620592,0.0008606682,0.0011312731,0.0012660997,0.0005832048,0.13245162],"genre_scores_gemma":[0.37538147,0.006575207,0.52676815,0.006543698,0.0013048163,0.004352824,0.0016466959,0.00017021186,0.07725692],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.990377,0.006249857,0.00037904587,0.0016105402,0.0008985609,0.00048499645],"domain_scores_gemma":[0.98897654,0.008309523,0.0006367521,0.001353528,0.0004155489,0.0003080495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01280494,0.0013049521,0.0016534966,0.0010264609,0.0015619344,0.0066440045,0.0037962978,0.005178364,0.041863617],"category_scores_gemma":[0.019004403,0.0009011797,0.0017377151,0.001629879,0.0027241171,0.006836745,0.0033122953,0.0028046148,0.005295569],"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":[0.00007413167,0.00008176226,0.00028477205,0.00027432948,0.00010555324,0.000085687825,0.00006389447,0.0076387045,0.00013292882,0.95411,0.0131229535,0.024025284],"study_design_scores_gemma":[0.00021669922,0.00007632626,0.00006145604,0.000102384205,0.00004974281,0.00016060498,0.000054588247,0.018226838,0.00018913913,0.94409865,0.036745746,0.000017942044],"about_ca_topic_score_codex":0.00069960713,"about_ca_topic_score_gemma":0.00063508714,"teacher_disagreement_score":0.041863617,"about_ca_system_score_codex":0.0023524426,"about_ca_system_score_gemma":0.002853123,"threshold_uncertainty_score":0.14004779},"labels":[],"label_agreement":null},{"id":"W4382245131","doi":"10.11647/obp.0361.07","title":"Monopoly","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Merger and Competition 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":"Monopoly; Business; Economics; Market economy","score_opus":0.0632287831871444,"score_gpt":0.23287106980130828,"score_spread":0.1696422866141639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245131","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":[0.0042862846,0.0052766143,0.060759902,0.0059507666,0.00046884766,0.00013370659,0.0011156864,0.0003352138,0.92167294],"genre_scores_gemma":[0.34339744,0.016067073,0.05046586,0.0072466084,0.0014906253,0.0007279068,0.0020023312,0.0005528126,0.57804936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99899906,0.00026010917,0.00003564021,0.00024654772,0.00030508114,0.0001536318],"domain_scores_gemma":[0.999355,0.00024087196,0.00007123965,0.00016159508,0.000098651355,0.000072644034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007706482,0.0009563791,0.0008223597,0.0011079055,0.0015944883,0.00451575,0.0019349203,0.002729488,0.076768726],"category_scores_gemma":[0.0018782484,0.00050859776,0.0009790135,0.0017497644,0.00274978,0.0060796826,0.0015893808,0.0022931655,0.020995641],"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":[0.000004126368,0.000010395228,0.000035034678,0.00004141083,0.000005331531,0.000026560796,0.000059355792,0.0005234687,0.0000740067,0.97909904,0.014715463,0.0054058162],"study_design_scores_gemma":[0.000011741293,0.000016719283,0.00011300418,0.00009335802,0.000008384821,0.00020590612,0.00006350359,0.002720103,0.00014299512,0.7500743,0.24653788,0.0000120872755],"about_ca_topic_score_codex":0.0018252617,"about_ca_topic_score_gemma":0.0022348172,"teacher_disagreement_score":0.076768726,"about_ca_system_score_codex":0.0022912463,"about_ca_system_score_gemma":0.0016073128,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382245148","doi":"10.11647/obp.0361.11","title":"Variants of an exchange economy","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Face (sociological concept); Exchange economy; Economics; Computer science; Microeconomics; Economy; Sociology; Social science","score_opus":0.07001254534478629,"score_gpt":0.23252828542771464,"score_spread":0.16251574008292835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245148","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":[0.09640777,0.0030193503,0.38984233,0.010276101,0.0009040032,0.00014661466,0.0006741169,0.00025774902,0.4984719],"genre_scores_gemma":[0.8334834,0.002969696,0.03725837,0.0012865261,0.00064146897,0.00020041357,0.00048384085,0.00014786607,0.12352841],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994079,0.00021040475,0.000029825747,0.00011965543,0.00014050586,0.00009177694],"domain_scores_gemma":[0.9991966,0.0003485307,0.000084397776,0.00015653338,0.000098131975,0.00011575946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009965284,0.0005490075,0.0006178045,0.00049389136,0.0010780904,0.0027806475,0.0010606368,0.0021464487,0.019566415],"category_scores_gemma":[0.0024460661,0.00026594056,0.0012414887,0.00060669525,0.0018353752,0.00555428,0.001691754,0.0021075106,0.0015603795],"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":[0.000005349012,0.0000071962213,0.000050216287,0.000006304757,0.0000028548993,0.000039926676,0.00002216681,0.0028304693,0.00005215526,0.9952893,0.0009833204,0.0007105685],"study_design_scores_gemma":[0.000020165,0.000018072029,0.0001019953,0.000013844788,0.0000071540335,0.00018954875,0.00006517467,0.035516363,0.000081159,0.94921607,0.014760101,0.000010348777],"about_ca_topic_score_codex":0.0017352211,"about_ca_topic_score_gemma":0.0008384558,"teacher_disagreement_score":0.019566415,"about_ca_system_score_codex":0.0010270674,"about_ca_system_score_gemma":0.00064503204,"threshold_uncertainty_score":0.06545621},"labels":[],"label_agreement":null},{"id":"W4382245157","doi":"10.11647/obp.0362","title":"Models in Microeconomic Theory","year":2023,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Economic theories and models","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 Toronto","funders":"","keywords":"Mathematical economics; Mathematical proof; Axiom; Game theory; Arrow; Subgame perfect equilibrium; Economics; Economic model; Extensive-form game; Nash equilibrium; Monopoly; Computer science; Neoclassical economics; Microeconomics; Repeated game; Mathematics","score_opus":0.053768596806315655,"score_gpt":0.22741164419201151,"score_spread":0.17364304738569586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245157","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":[0.0038134991,0.044181846,0.18545324,0.018477518,0.0022612761,0.00016268871,0.0014980593,0.00095395726,0.7431979],"genre_scores_gemma":[0.2744805,0.10182678,0.15285695,0.012539443,0.006129021,0.0011753206,0.0038392325,0.0011057121,0.446047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990062,0.0003412037,0.000046172012,0.00015025745,0.0003692581,0.000086785294],"domain_scores_gemma":[0.9991548,0.00045835815,0.00006308937,0.00014088015,0.00012919889,0.00005361837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008577245,0.0012116521,0.001078116,0.0012953695,0.0011456094,0.0043788115,0.0014893606,0.0018504708,0.025122164],"category_scores_gemma":[0.0026503003,0.0005121864,0.001046313,0.002343226,0.0023882247,0.0054550874,0.0017182023,0.0033318838,0.0086607635],"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":[0.0000019871493,0.000008403676,0.0000656104,0.00006754723,0.0000071806926,0.000029554712,0.00009071807,0.0021370514,0.00004133961,0.96211684,0.026196789,0.00923692],"study_design_scores_gemma":[0.000003640845,0.0000062890463,0.00007872303,0.00009550255,0.0000043539358,0.000066978326,0.00005194286,0.0037599972,0.000042406336,0.7717678,0.2241158,0.0000066415746],"about_ca_topic_score_codex":0.0025967082,"about_ca_topic_score_gemma":0.0021312106,"teacher_disagreement_score":0.025122164,"about_ca_system_score_codex":0.003172983,"about_ca_system_score_gemma":0.0018283711,"threshold_uncertainty_score":0.08404201},"labels":[],"label_agreement":null},{"id":"W4382245167","doi":"10.11647/obp.0361.16","title":"Extensive games","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Applications","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":"University of Toronto","funders":"","keywords":"Outcome (game theory); Business; Competitor analysis; Market economy; Economics; Microeconomics; Industrial organization; Marketing","score_opus":0.19964406446434155,"score_gpt":0.39392066361058553,"score_spread":0.19427659914624398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245167","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":[0.022056675,0.007803801,0.19847229,0.0059684757,0.00042556235,0.00032376713,0.00261426,0.00036538634,0.7619698],"genre_scores_gemma":[0.6801002,0.016478818,0.062087707,0.0022315143,0.0005490624,0.0011949504,0.0031012518,0.00017139164,0.23408513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998884,0.0005556459,0.000060503837,0.00013675849,0.00021946448,0.00014368133],"domain_scores_gemma":[0.9987546,0.00086780736,0.00007672028,0.000096267155,0.00010461159,0.00009994061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008729159,0.0014500797,0.0012319913,0.0006189508,0.0009932886,0.0037824395,0.0016007951,0.0017465831,0.027246427],"category_scores_gemma":[0.0031505944,0.00034645948,0.000635796,0.0010021523,0.0020325168,0.00279012,0.0016185712,0.0019107033,0.004200271],"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":[0.000032596643,0.000040912342,0.000182663,0.00012900747,0.000026100977,0.00012748066,0.00013328464,0.030335976,0.00019387215,0.9325841,0.021482227,0.014731754],"study_design_scores_gemma":[0.000035935733,0.000022488994,0.00013376151,0.00006539246,0.000010932137,0.000079419566,0.00009057612,0.035257153,0.00008170994,0.9039346,0.06027595,0.000012060909],"about_ca_topic_score_codex":0.0035486626,"about_ca_topic_score_gemma":0.0039213724,"teacher_disagreement_score":0.027246427,"about_ca_system_score_codex":0.0026072518,"about_ca_system_score_gemma":0.0015993044,"threshold_uncertainty_score":0.09114832},"labels":[],"label_agreement":null},{"id":"W4382245184","doi":"10.11647/obp.0361.13","title":"Equilibrium with prices and expectations","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Economics; Microeconomics; Quality (philosophy); Unit (ring theory); Fish <Actinopterygii>; Supply and demand; Econometrics; Mathematics; Fishery","score_opus":0.049452113481358605,"score_gpt":0.21862627451757152,"score_spread":0.1691741610362129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245184","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":[0.05489741,0.0019610305,0.51091874,0.0148121575,0.00053050305,0.00018537232,0.00071753445,0.00040592148,0.4155713],"genre_scores_gemma":[0.8696137,0.0023514112,0.066932715,0.0019301032,0.0006056121,0.00057816104,0.00047642007,0.00024582402,0.05726601],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970584,0.0011874288,0.000114851566,0.0005241158,0.000682938,0.0004322956],"domain_scores_gemma":[0.99740285,0.00142355,0.0003335769,0.0003464297,0.00035046015,0.0001430513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023528982,0.0009718006,0.0012698476,0.000605194,0.001612143,0.005946927,0.0016005633,0.003425203,0.015129194],"category_scores_gemma":[0.009224175,0.000639012,0.0014569028,0.0008013746,0.003337513,0.006722887,0.0024075967,0.0028689557,0.0032202718],"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":[0.000012991584,0.000018698052,0.00017055233,0.000025474594,0.000010969263,0.00005866115,0.000098470526,0.0051214723,0.00012990984,0.99056774,0.0013187204,0.0024662975],"study_design_scores_gemma":[0.000017316319,0.000013719346,0.000094596435,0.000014379903,0.0000041825206,0.00004135388,0.000049741495,0.01225011,0.00007008911,0.98291045,0.0045237658,0.0000103783095],"about_ca_topic_score_codex":0.0024491514,"about_ca_topic_score_gemma":0.0017802056,"teacher_disagreement_score":0.015129194,"about_ca_system_score_codex":0.0028789965,"about_ca_system_score_gemma":0.0020030225,"threshold_uncertainty_score":0.05061215},"labels":[],"label_agreement":null},{"id":"W4382245187","doi":"10.11647/obp.0362.01","title":"Preferences and utility","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Economic Theory and Institutions","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":"Preference; Preference relation; Relation (database); Set (abstract data type); Context (archaeology); Psychology; Social psychology; Computer science; Economics; Microeconomics; Geography; Data mining","score_opus":0.10229702111539449,"score_gpt":0.2387168117388417,"score_spread":0.13641979062344722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245187","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":[0.009886991,0.021488808,0.12117276,0.016702166,0.0004530181,0.00008079337,0.0008792854,0.0001552906,0.82918084],"genre_scores_gemma":[0.6342569,0.035539415,0.05816453,0.0045570713,0.0011193866,0.000337277,0.0011345361,0.00018631802,0.26470459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991943,0.00038187075,0.000029473205,0.000109477216,0.00021944789,0.000065548375],"domain_scores_gemma":[0.99949527,0.00032439895,0.000034055636,0.00005487949,0.0000592744,0.00003215043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091343536,0.00077408314,0.0005685688,0.00078008824,0.00094808143,0.003739273,0.00077760086,0.001729649,0.023149632],"category_scores_gemma":[0.00248188,0.0002789241,0.0005428024,0.0017079893,0.0028446568,0.004611975,0.0011893043,0.0025560155,0.0037829927],"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":[0.00000268507,0.0000048756197,0.00004785306,0.000021820442,0.0000026869754,0.000015680025,0.000092767084,0.0007814834,0.00002237711,0.99003345,0.003610842,0.0053635174],"study_design_scores_gemma":[0.0000030006881,0.000005138826,0.00008447219,0.000040364834,0.0000020540656,0.0000577264,0.00007384009,0.0012168625,0.000020990945,0.9608658,0.037626002,0.0000037513075],"about_ca_topic_score_codex":0.0021189435,"about_ca_topic_score_gemma":0.0017417504,"teacher_disagreement_score":0.023149632,"about_ca_system_score_codex":0.0023836736,"about_ca_system_score_gemma":0.0008598853,"threshold_uncertainty_score":0.07744324},"labels":[],"label_agreement":null},{"id":"W4382245188","doi":"10.11647/obp.0361.01","title":"Preferences and utility","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Economic Theory and Institutions","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":"Preference; Preference relation; Relation (database); Set (abstract data type); Context (archaeology); Psychology; Social psychology; Computer science; Economics; Microeconomics; Geography; Data mining","score_opus":0.10229702111539449,"score_gpt":0.2387168117388417,"score_spread":0.13641979062344722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245188","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":[0.009886991,0.021488808,0.12117276,0.016702166,0.0004530181,0.00008079337,0.0008792854,0.0001552906,0.82918084],"genre_scores_gemma":[0.6342569,0.035539415,0.05816453,0.0045570713,0.0011193866,0.000337277,0.0011345361,0.00018631802,0.26470459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991943,0.00038187075,0.000029473205,0.000109477216,0.00021944789,0.000065548375],"domain_scores_gemma":[0.99949527,0.00032439895,0.000034055636,0.00005487949,0.0000592744,0.00003215043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091343536,0.00077408314,0.0005685688,0.00078008824,0.00094808143,0.003739273,0.00077760086,0.001729649,0.023149632],"category_scores_gemma":[0.00248188,0.0002789241,0.0005428024,0.0017079893,0.0028446568,0.004611975,0.0011893043,0.0025560155,0.0037829927],"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":[0.00000268507,0.0000048756197,0.00004785306,0.000021820442,0.0000026869754,0.000015680025,0.000092767084,0.0007814834,0.00002237711,0.99003345,0.003610842,0.0053635174],"study_design_scores_gemma":[0.0000030006881,0.000005138826,0.00008447219,0.000040364834,0.0000020540656,0.0000577264,0.00007384009,0.0012168625,0.000020990945,0.9608658,0.037626002,0.0000037513075],"about_ca_topic_score_codex":0.0021189435,"about_ca_topic_score_gemma":0.0017417504,"teacher_disagreement_score":0.023149632,"about_ca_system_score_codex":0.0023836736,"about_ca_system_score_gemma":0.0008598853,"threshold_uncertainty_score":0.07744324},"labels":[],"label_agreement":null},{"id":"W4382245212","doi":"10.11647/obp.0361.02","title":"Choice","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Economic Theory and Institutions","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":"Computer science","score_opus":0.0780594401876606,"score_gpt":0.2414600478973963,"score_spread":0.1634006077097357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245212","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":[0.004144776,0.0022960242,0.08938326,0.007650437,0.00047227534,0.0001150217,0.00097342767,0.00018884284,0.8947758],"genre_scores_gemma":[0.22400405,0.006482736,0.058619555,0.004672616,0.0005401569,0.0004270748,0.0021128864,0.0002993257,0.70284164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990609,0.00031740367,0.000042935353,0.00018860557,0.00029852428,0.00009145123],"domain_scores_gemma":[0.999196,0.00036673344,0.0000461847,0.00017846072,0.00014950948,0.00006314694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011690118,0.00050208735,0.0003673445,0.0005506893,0.0011691471,0.0025809545,0.000835911,0.0011596312,0.08679101],"category_scores_gemma":[0.0033594477,0.00020308782,0.0005252691,0.0007270811,0.002062299,0.002995213,0.0012602733,0.0017343962,0.017522449],"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":[0.0000053454564,0.000009304442,0.00010162645,0.000019416364,0.0000024589156,0.000014031612,0.00014923283,0.00024387919,0.000052520212,0.9734616,0.01325057,0.0126899155],"study_design_scores_gemma":[0.000007010678,0.000011997614,0.00026475903,0.00007748366,0.0000033352094,0.00011634771,0.00014656216,0.0009885043,0.00014769926,0.58214796,0.41607887,0.000009442305],"about_ca_topic_score_codex":0.0021438664,"about_ca_topic_score_gemma":0.0021830706,"teacher_disagreement_score":0.08679101,"about_ca_system_score_codex":0.0016870984,"about_ca_system_score_gemma":0.0011564927,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382245214","doi":"10.11647/obp.0361.17","title":"Mechanism design","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Digital Innovation in Industries","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 Toronto","funders":"","keywords":"Mechanism (biology); Computer science; Set (abstract data type); Mechanism design; Simple (philosophy); Field (mathematics); Programming language; Epistemology; Mathematics; Mathematical economics; Philosophy; Pure mathematics","score_opus":0.12007133844726456,"score_gpt":0.2526957759477565,"score_spread":0.13262443750049194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245214","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":[0.0014091113,0.0023426246,0.8949058,0.00705999,0.00056588644,0.00068576494,0.0004141539,0.00039444066,0.09222229],"genre_scores_gemma":[0.1966825,0.0052170674,0.7171749,0.0070449184,0.0009651548,0.005404036,0.00096691254,0.00039672782,0.06614781],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9814695,0.012027909,0.0008599058,0.0024926008,0.0026144886,0.0005356025],"domain_scores_gemma":[0.97835165,0.0153560825,0.0008220267,0.0038516948,0.0012870807,0.00033153084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02587793,0.0014838156,0.0015073997,0.0020324374,0.0021120482,0.006327057,0.0047150073,0.003566084,0.03654801],"category_scores_gemma":[0.030731792,0.0009091552,0.0025515058,0.0021743774,0.006317851,0.008127019,0.0038905202,0.004376523,0.0073317615],"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":[0.000009460124,0.000013761404,0.00008738847,0.00008873687,0.000027634893,0.0000142995295,0.000053705506,0.00079537614,0.00004832797,0.9868023,0.002581983,0.009477015],"study_design_scores_gemma":[0.000040344665,0.000026622361,0.000041356747,0.00008329805,0.000024081182,0.000085353466,0.000035993788,0.003897402,0.00023857111,0.9575159,0.037997387,0.000013696687],"about_ca_topic_score_codex":0.0009813289,"about_ca_topic_score_gemma":0.00080083346,"teacher_disagreement_score":0.03654801,"about_ca_system_score_codex":0.0036724743,"about_ca_system_score_gemma":0.003795202,"threshold_uncertainty_score":0.13685727},"labels":[],"label_agreement":null},{"id":"W4382245220","doi":"10.11647/obp.0362.05","title":"Consumer behavior","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Supply Chain and Inventory 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":"University of Toronto","funders":"","keywords":"Consumer choice; Set (abstract data type); Consumer behaviour; Face (sociological concept); Choice set; Focus (optics); Computer science; Mathematical economics; Microeconomics; Economics; Advertising; Business; Sociology; Econometrics","score_opus":0.06258587899930214,"score_gpt":0.2514030112020712,"score_spread":0.18881713220276908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245220","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":[0.047493707,0.0058718696,0.023491532,0.0104005905,0.00031248492,0.00024872803,0.0019802784,0.0002302213,0.9099705],"genre_scores_gemma":[0.52522594,0.012092135,0.017501477,0.0060057635,0.0001858057,0.00034292135,0.0019731089,0.00017872543,0.4364941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99929464,0.00021426244,0.000022948092,0.00013217836,0.00027001518,0.00006588846],"domain_scores_gemma":[0.9995333,0.00022045257,0.000044265907,0.00006368973,0.00010468576,0.000033508335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074102695,0.00037733634,0.0003383489,0.0006769393,0.00080668106,0.0023194419,0.00043645443,0.0014873792,0.03752972],"category_scores_gemma":[0.0020796668,0.00017788602,0.00035682623,0.0010092951,0.00069895375,0.0015798978,0.0006194338,0.0010273317,0.0057789506],"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":[0.000052728457,0.00019824805,0.014506032,0.0002715256,0.000037491624,0.00038826079,0.0064174626,0.0034862035,0.0010051107,0.80289286,0.06842295,0.10232109],"study_design_scores_gemma":[0.000017478595,0.000091247915,0.015065174,0.00033004137,0.000025201025,0.0008044706,0.0038858629,0.0052195163,0.0007221579,0.17909335,0.7946894,0.000056109948],"about_ca_topic_score_codex":0.004850231,"about_ca_topic_score_gemma":0.0036308495,"teacher_disagreement_score":0.03752972,"about_ca_system_score_codex":0.001357477,"about_ca_system_score_gemma":0.00067954464,"threshold_uncertainty_score":0.1255495},"labels":[],"label_agreement":null},{"id":"W4382245243","doi":"10.11647/obp.0362.08","title":"A jungle","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Political Economy and Marxism","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 Toronto","funders":"","keywords":"Jungle; Property (philosophy); Set (abstract data type); Genealogy; Sociology; Social psychology; Advertising; Psychology; Geography; Business; Computer science; History; Epistemology; Archaeology; Philosophy","score_opus":0.07527601368966472,"score_gpt":0.32174503125129067,"score_spread":0.24646901756162595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245243","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":[0.0030802202,0.005884526,0.0058217454,0.0076990384,0.0009902017,0.000043579057,0.00012602373,0.00008428072,0.9762705],"genre_scores_gemma":[0.1564577,0.008076125,0.005538728,0.0038824002,0.00082622684,0.00021086843,0.00022015482,0.0001970168,0.82459086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999509,0.000185678,0.000010869133,0.000091913505,0.00011289619,0.00008962768],"domain_scores_gemma":[0.9998153,0.0000544062,0.000014919229,0.000028469247,0.000043104897,0.00004383701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046776724,0.0006782871,0.0002457558,0.0009854711,0.0036409895,0.0040705455,0.00048895396,0.00090500317,0.025396392],"category_scores_gemma":[0.0007101311,0.00017838948,0.00026442207,0.00077594357,0.0051326454,0.0052193333,0.0023011172,0.0021508478,0.0065515037],"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":[0.0000037250684,0.0000060283664,0.000055312412,0.000018433137,9.758235e-7,0.000024703222,0.0018123689,0.000068603964,0.00006401763,0.9636865,0.027119879,0.0071395305],"study_design_scores_gemma":[0.0000018198606,0.000009365735,0.00010127041,0.00006882504,9.596542e-7,0.00006504917,0.0014080856,0.00014192714,0.0000531462,0.18221584,0.8159299,0.0000037274967],"about_ca_topic_score_codex":0.003118871,"about_ca_topic_score_gemma":0.0048100995,"teacher_disagreement_score":0.025396392,"about_ca_system_score_codex":0.0030614778,"about_ca_system_score_gemma":0.0021078587,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4382245275","doi":"10.11647/obp.0361.14","title":"A market with asymmetric information","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Mathematical economics; Set (abstract data type); Economics; General equilibrium theory; Profit (economics); Competitive equilibrium; Aggregate (composite); Microeconomics; Supply and demand; Sequential equilibrium; Computer science; Equilibrium selection; Repeated game; Game theory","score_opus":0.029523753240645188,"score_gpt":0.1938985525557111,"score_spread":0.1643747993150659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245275","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":[0.026172005,0.0061022346,0.23119533,0.01657894,0.0008392746,0.00016712032,0.0006740498,0.0002709651,0.7180002],"genre_scores_gemma":[0.6769111,0.011782069,0.084048524,0.0040254304,0.0025867769,0.00055769907,0.00063384866,0.00018913166,0.21926536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988527,0.00036602002,0.000044599085,0.00019906579,0.00042291838,0.00011457428],"domain_scores_gemma":[0.9988424,0.00068361696,0.0001118375,0.0001678044,0.00011780197,0.000076617056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013552236,0.00058255007,0.00076939637,0.00084452407,0.0015108485,0.0056881476,0.0012067264,0.0030289968,0.02484263],"category_scores_gemma":[0.0031731036,0.00040918562,0.0006723195,0.0013259099,0.0030023754,0.009978707,0.0020520242,0.0024042262,0.0031414826],"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":[0.0000035844114,0.00000542717,0.00001420385,0.00001293934,0.0000019553695,0.000034551736,0.00004738985,0.000637539,0.00007722665,0.9955538,0.0016903675,0.001920949],"study_design_scores_gemma":[0.00001189977,0.000011897,0.00005647347,0.000034260796,0.0000047861927,0.00017195904,0.00006966211,0.008208946,0.00013686738,0.9416498,0.049633864,0.000009592202],"about_ca_topic_score_codex":0.00071706186,"about_ca_topic_score_gemma":0.000471733,"teacher_disagreement_score":0.02484263,"about_ca_system_score_codex":0.0016456618,"about_ca_system_score_gemma":0.0011839827,"threshold_uncertainty_score":0.083106816},"labels":[],"label_agreement":null},{"id":"W4382245291","doi":"10.11647/obp.0362.11","title":"Variants of an exchange economy","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Exchange economy; Face (sociological concept); Economics; Economy; Computer science; Microeconomics; Sociology; Social science","score_opus":0.07001254534478629,"score_gpt":0.23252828542771464,"score_spread":0.16251574008292835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245291","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":[0.09640777,0.0030193503,0.38984233,0.010276101,0.0009040032,0.00014661466,0.0006741169,0.00025774902,0.4984719],"genre_scores_gemma":[0.8334834,0.002969696,0.03725837,0.0012865261,0.00064146897,0.00020041357,0.00048384085,0.00014786607,0.12352841],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994079,0.00021040475,0.000029825747,0.00011965543,0.00014050586,0.00009177694],"domain_scores_gemma":[0.9991966,0.0003485307,0.000084397776,0.00015653338,0.000098131975,0.00011575946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009965284,0.0005490075,0.0006178045,0.00049389136,0.0010780904,0.0027806475,0.0010606368,0.0021464487,0.019566415],"category_scores_gemma":[0.0024460661,0.00026594056,0.0012414887,0.00060669525,0.0018353752,0.00555428,0.001691754,0.0021075106,0.0015603795],"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":[0.000005349012,0.0000071962213,0.000050216287,0.000006304757,0.0000028548993,0.000039926676,0.00002216681,0.0028304693,0.00005215526,0.9952893,0.0009833204,0.0007105685],"study_design_scores_gemma":[0.000020165,0.000018072029,0.0001019953,0.000013844788,0.0000071540335,0.00018954875,0.00006517467,0.035516363,0.000081159,0.94921607,0.014760101,0.000010348777],"about_ca_topic_score_codex":0.0017352211,"about_ca_topic_score_gemma":0.0008384558,"teacher_disagreement_score":0.019566415,"about_ca_system_score_codex":0.0010270674,"about_ca_system_score_gemma":0.00064503204,"threshold_uncertainty_score":0.06545621},"labels":[],"label_agreement":null},{"id":"W4382245461","doi":"10.11647/obp.0361.05","title":"Consumer behavior","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Supply Chain and Inventory 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":"University of Toronto","funders":"","keywords":"Consumer choice; Set (abstract data type); Choice set; Consumer behaviour; Face (sociological concept); Focus (optics); Computer science; Mathematical economics; Microeconomics; Economics; Marketing; Business; Sociology; Econometrics","score_opus":0.06258587899930214,"score_gpt":0.2514030112020712,"score_spread":0.18881713220276908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245461","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":[0.047493707,0.0058718696,0.023491532,0.0104005905,0.00031248492,0.00024872803,0.0019802784,0.0002302213,0.9099705],"genre_scores_gemma":[0.52522594,0.012092135,0.017501477,0.0060057635,0.0001858057,0.00034292135,0.0019731089,0.00017872543,0.4364941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99929464,0.00021426244,0.000022948092,0.00013217836,0.00027001518,0.00006588846],"domain_scores_gemma":[0.9995333,0.00022045257,0.000044265907,0.00006368973,0.00010468576,0.000033508335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074102695,0.00037733634,0.0003383489,0.0006769393,0.00080668106,0.0023194419,0.00043645443,0.0014873792,0.03752972],"category_scores_gemma":[0.0020796668,0.00017788602,0.00035682623,0.0010092951,0.00069895375,0.0015798978,0.0006194338,0.0010273317,0.0057789506],"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":[0.000052728457,0.00019824805,0.014506032,0.0002715256,0.000037491624,0.00038826079,0.0064174626,0.0034862035,0.0010051107,0.80289286,0.06842295,0.10232109],"study_design_scores_gemma":[0.000017478595,0.000091247915,0.015065174,0.00033004137,0.000025201025,0.0008044706,0.0038858629,0.0052195163,0.0007221579,0.17909335,0.7946894,0.000056109948],"about_ca_topic_score_codex":0.004850231,"about_ca_topic_score_gemma":0.0036308495,"teacher_disagreement_score":0.03752972,"about_ca_system_score_codex":0.001357477,"about_ca_system_score_gemma":0.00067954464,"threshold_uncertainty_score":0.1255495},"labels":[],"label_agreement":null},{"id":"W4383312253","doi":"10.11647/obp.0338.02","title":"2. Having Too Much","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":3,"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":"European Research Council; Universiteit van Amsterdam; Universiteit Leiden; Universiteit Utrecht; York University; London School of Economics and Political Science; University of Victoria","keywords":"Argument (complex analysis); Doctrine; Reprint; Epistemology; Law and economics; Politics; Power (physics); Philosophy; Democracy; Positive economics; Political science; Sociology; Law; Economics; Physics","score_opus":0.15271945071386425,"score_gpt":0.3660377846243836,"score_spread":0.21331833391051933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383312253","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":[0.006546176,0.0032116193,0.0053967987,0.03899352,0.0014038906,0.000025965066,0.00012734914,0.00014453327,0.94415015],"genre_scores_gemma":[0.22713907,0.004646566,0.004747409,0.031686325,0.0015168624,0.00013539246,0.00037813152,0.00060834934,0.72914195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99755186,0.00074279436,0.00007479059,0.00045481452,0.0008175107,0.00035814146],"domain_scores_gemma":[0.9977285,0.0005887883,0.00013406378,0.00061477436,0.000562762,0.00037111665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026572314,0.00048613956,0.0005536088,0.0005336257,0.0045615626,0.008064139,0.0012194053,0.0031792615,0.0643943],"category_scores_gemma":[0.0058444226,0.00030907826,0.0005246761,0.000652972,0.011337381,0.014108898,0.006127635,0.00535008,0.024193732],"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":[0.000013992285,0.000018843408,0.00024593095,0.00006249796,0.00000399682,0.000059771704,0.004424896,0.000053792104,0.00013304078,0.92502475,0.049229708,0.02072873],"study_design_scores_gemma":[0.0000047522117,0.000013276771,0.0002461412,0.00015239127,0.0000042472193,0.00024236305,0.00227917,0.00007515973,0.0001801998,0.14587405,0.8509173,0.000010890907],"about_ca_topic_score_codex":0.003783171,"about_ca_topic_score_gemma":0.0049249358,"teacher_disagreement_score":0.0643943,"about_ca_system_score_codex":0.0026929253,"about_ca_system_score_gemma":0.0029509892,"threshold_uncertainty_score":0.21542037},"labels":[],"label_agreement":null},{"id":"W4385970542","doi":"10.11647/obp.0356.11","title":"11. Serendipity: Becoming a Specialist in Online Learning","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Online and Blended Learning","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":"Toronto Metropolitan University","funders":"","keywords":"Serendipity; Disappointment; Kindness; Flexibility (engineering); Psychology; Innovator; Aesthetics; Social psychology; Epistemology; Art; Management; Political science; Philosophy; Law; Economics; Entrepreneurship","score_opus":0.06642980098350545,"score_gpt":0.3441495525203733,"score_spread":0.2777197515368679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385970542","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":[0.0044482728,0.012692948,0.0015355875,0.011100566,0.004884214,0.000055911954,0.00006476351,0.0001999256,0.96501786],"genre_scores_gemma":[0.013291717,0.0060939286,0.001112497,0.0055190763,0.00060926727,0.00003091631,0.000063418054,0.00009636764,0.9731828],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960965,0.00007594611,0.0000142972995,0.00006173492,0.00015343132,0.00008487476],"domain_scores_gemma":[0.99950683,0.00013255046,0.00002319982,0.00002129465,0.000086775886,0.00022933919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046330833,0.0005336219,0.00027466434,0.0006173489,0.0028684677,0.005748001,0.0005647698,0.0019255669,0.04448931],"category_scores_gemma":[0.0011010373,0.00029412535,0.0002972548,0.00064455613,0.001158633,0.006469209,0.0030569502,0.0041674334,0.030363929],"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":[0.00003070784,0.00012333455,0.00076993013,0.0004098504,0.0000036830206,0.0013735532,0.020586545,0.00011573666,0.0012661103,0.09506815,0.6994084,0.18084408],"study_design_scores_gemma":[0.000001690579,0.000028352606,0.00045534532,0.00022001943,0.0000013380994,0.0010341752,0.0027927097,0.00004958543,0.00012584217,0.0033652666,0.99191827,0.0000073492224],"about_ca_topic_score_codex":0.0012983481,"about_ca_topic_score_gemma":0.0066989437,"teacher_disagreement_score":0.04448931,"about_ca_system_score_codex":0.00090965553,"about_ca_system_score_gemma":0.0019239187,"threshold_uncertainty_score":0.14883149},"labels":[],"label_agreement":null},{"id":"W4385970557","doi":"10.11647/obp.0356.03","title":"3. On Being Written","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Embodied and Extended Cognition","field":"Neuroscience","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":"Athabasca University","funders":"","keywords":"Curiosity; Privilege (computing); Publication; Publish or perish; Psychology; Computer science; Political science; Publishing; Art; Literature; Social psychology; Law; Computer security","score_opus":0.06541263175686003,"score_gpt":0.281154054143935,"score_spread":0.215741422387075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385970557","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":[0.0013791742,0.002383607,0.0013014952,0.005860489,0.002063753,0.000018435536,0.000055321776,0.00008059994,0.98685724],"genre_scores_gemma":[0.032172706,0.0031602783,0.001343006,0.005078203,0.00073679985,0.000049530907,0.00009861422,0.00023151514,0.95712924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854785,0.00048173367,0.000048391856,0.00019971153,0.00052631286,0.00019594627],"domain_scores_gemma":[0.9989526,0.0002990763,0.00007243751,0.00015785033,0.00035015866,0.00016788472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009955206,0.00049035606,0.00031355215,0.00059544336,0.0040472257,0.007948737,0.000644218,0.001677312,0.064638235],"category_scores_gemma":[0.0037043865,0.00017839186,0.00047450702,0.0005660901,0.0056210277,0.006115789,0.0035351955,0.0035402991,0.028280737],"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":[0.000028738466,0.00003450096,0.00024510326,0.00016554871,0.000005019274,0.00042664603,0.025167903,0.00008600021,0.00057536655,0.65125346,0.2254697,0.09654197],"study_design_scores_gemma":[0.000001666075,0.000006422229,0.00009106174,0.0001829787,0.0000011486147,0.0001827107,0.0026927788,0.000018306537,0.00010136162,0.013830235,0.9828871,0.000004233999],"about_ca_topic_score_codex":0.0028108614,"about_ca_topic_score_gemma":0.0045083007,"teacher_disagreement_score":0.064638235,"about_ca_system_score_codex":0.0014700937,"about_ca_system_score_gemma":0.002342809,"threshold_uncertainty_score":0.21623641},"labels":[],"label_agreement":null},{"id":"W4385972575","doi":"10.11647/obp.0356.13","title":"13. Indigenous, Settler, Diasporic, and Post-colonial:The Identities Woven Through our Academic Writing","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Innovative Education and Learning Practices","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 Saskatchewan","funders":"","keywords":"Indigenous; Identity (music); Colonialism; Space (punctuation); Sociology; Academic writing; Gender studies; Aesthetics; Psychology; Anthropology; History; Linguistics; Art; Pedagogy; Ecology; Philosophy; Archaeology","score_opus":0.09894168602544358,"score_gpt":0.3995643287080342,"score_spread":0.30062264268259065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385972575","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":[0.23455966,0.0096393265,0.0034425717,0.018682335,0.0011531478,0.00007144059,0.0000838311,0.00011550612,0.7322522],"genre_scores_gemma":[0.7804251,0.0047275703,0.0023467604,0.0019132188,0.00028960456,0.00005986717,0.000047177655,0.00012379333,0.21006696],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981918,0.0010302012,0.000064174914,0.00012568638,0.00041264837,0.00017551584],"domain_scores_gemma":[0.9985399,0.00080773263,0.00013201355,0.0000800321,0.00022293025,0.00021734118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026884316,0.0003078581,0.0002594814,0.00075716845,0.009648185,0.011462755,0.00076692435,0.0009792555,0.0045919255],"category_scores_gemma":[0.0033842947,0.00016078143,0.00018307238,0.0017697152,0.012067455,0.003278277,0.002636521,0.0024778577,0.0012612952],"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":[0.000009095688,0.000018229453,0.00061221374,0.00008693801,0.0000021847688,0.00066053256,0.82335603,0.000029715531,0.00046121114,0.1512292,0.00661782,0.016916823],"study_design_scores_gemma":[0.000002694826,0.000024864012,0.0025366398,0.00029800573,0.0000058150486,0.0011036507,0.4923475,0.00010306467,0.0008718232,0.013791702,0.48889562,0.000018579889],"about_ca_topic_score_codex":0.0061484273,"about_ca_topic_score_gemma":0.01314598,"teacher_disagreement_score":0.011462755,"about_ca_system_score_codex":0.003116002,"about_ca_system_score_gemma":0.0030366813,"threshold_uncertainty_score":0.02260822},"labels":[],"label_agreement":null},{"id":"W4385972606","doi":"10.11647/obp.0356.10","title":"10. A Collaborative Approach to Research and Writing","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Psychological and Educational Research Studies","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 Calgary","funders":"","keywords":"Curiosity; Theme (computing); Focus (optics); Meaning (existential); Computer science; Professional writing; Mathematics education; Psychology; World Wide Web; Social psychology","score_opus":0.37476672185180265,"score_gpt":0.48919046615835565,"score_spread":0.114423744306553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385972606","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":[0.0021706822,0.0046620723,0.053389333,0.008301046,0.0015122461,0.00044458875,0.000094552524,0.00043559456,0.9289899],"genre_scores_gemma":[0.05228781,0.009943109,0.12736766,0.0039579445,0.0010013179,0.001178271,0.00032176785,0.0005601379,0.8033821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893343,0.005588187,0.00045903126,0.00090160687,0.003420254,0.00029668462],"domain_scores_gemma":[0.99210197,0.0041513992,0.00037073478,0.00138146,0.001275758,0.0007187118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072505795,0.0007061391,0.00049951766,0.0016823001,0.0051334705,0.01492146,0.0021248772,0.0026852307,0.025770325],"category_scores_gemma":[0.009710177,0.00043731087,0.0006320643,0.0021980132,0.0074358652,0.009176396,0.0077453903,0.0038050762,0.014742578],"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":[0.000017905882,0.00008497559,0.00016409413,0.000415272,0.000009148465,0.0002670243,0.032647714,0.0003493148,0.00075227534,0.74883294,0.08406778,0.13239151],"study_design_scores_gemma":[0.0000073737256,0.00001848275,0.00011619981,0.00048063268,0.000002576034,0.00036751063,0.0040990743,0.00020789486,0.00019259064,0.0753878,0.91911024,0.000009449],"about_ca_topic_score_codex":0.0019719303,"about_ca_topic_score_gemma":0.003485476,"teacher_disagreement_score":0.025770325,"about_ca_system_score_codex":0.0030467904,"about_ca_system_score_gemma":0.007814931,"threshold_uncertainty_score":0.08621037},"labels":[],"label_agreement":null},{"id":"W4386098588","doi":"10.11647/obp.0336.09","title":"9. From Turing’s Speculations to an Academic Discipline: A History of AI Existential Safety","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Ethics and Social Impacts of AI","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":"Institute on Governance","funders":"","keywords":"Hubris; Existentialism; Engineering ethics; Epistemology; Engineering; Psychology; Philosophy","score_opus":0.12992683682789066,"score_gpt":0.4028633608717935,"score_spread":0.2729365240439028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386098588","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":[0.001814156,0.033847757,0.012990499,0.05947046,0.0025018384,0.000019346115,0.000047198275,0.00010668825,0.88920206],"genre_scores_gemma":[0.40134186,0.061999597,0.018738069,0.03628764,0.008856177,0.00026760533,0.00016168506,0.0006851967,0.47166216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975926,0.0013727392,0.00008365809,0.00021494736,0.00057028566,0.00016584044],"domain_scores_gemma":[0.9971119,0.0021503635,0.00009082486,0.00022891801,0.0003266994,0.000091363036],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030141755,0.0006865001,0.00045865052,0.0013651015,0.0038049803,0.0064043794,0.0010507841,0.0031267533,0.009457641],"category_scores_gemma":[0.0054854024,0.00035441015,0.00055769796,0.0011079082,0.030681849,0.009255154,0.0025739034,0.008428693,0.0046147187],"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":[0.0000038457774,0.0000028394193,0.000014520693,0.000028355187,0.0000015157469,0.000020233081,0.0012731707,0.000079426994,0.00002204567,0.981443,0.012129134,0.0049819704],"study_design_scores_gemma":[0.0000031947202,0.0000075384396,0.000049239243,0.00013907884,0.0000019330666,0.000058077734,0.0005044113,0.00016025717,0.00010833444,0.6098878,0.38907325,0.0000069183607],"about_ca_topic_score_codex":0.0032560967,"about_ca_topic_score_gemma":0.003122921,"teacher_disagreement_score":0.996195,"about_ca_system_score_codex":0.005609691,"about_ca_system_score_gemma":0.0026970434,"threshold_uncertainty_score":0.04070133},"labels":[],"label_agreement":null},{"id":"W4386098811","doi":"10.11647/obp.0336.04","title":"4. Beyond ‘Error and Terror’: Global Justice and Global Catastrophic Risk","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change and Geoengineering","field":"Environmental Science","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":"International Institute for Sustainable Development","funders":"","keywords":"Existentialism; Injustice; Perspective (graphical); Economic Justice; Inequality; Political science; Environmental ethics; Development economics; Sociology; Economics; Computer science; Law; Mathematics; Philosophy","score_opus":0.025308163343016603,"score_gpt":0.25294758645641585,"score_spread":0.22763942311339924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386098811","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":[0.011685809,0.018039066,0.011869964,0.06705782,0.0011418059,0.000025418241,0.00004479808,0.000042711046,0.89009255],"genre_scores_gemma":[0.7391802,0.01984948,0.0063196453,0.02282928,0.0020722733,0.00006364108,0.00008554978,0.00019377259,0.20940621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991811,0.00033404768,0.000018178918,0.0000728693,0.00020976263,0.00018396863],"domain_scores_gemma":[0.9991393,0.00049554504,0.000062980136,0.00010432632,0.00013239485,0.000065342116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012212582,0.00044136695,0.0002954325,0.0007212758,0.0028855104,0.005270986,0.0006478158,0.0030628315,0.009162703],"category_scores_gemma":[0.0021917848,0.00010857051,0.0004855678,0.0009746784,0.016349467,0.00680051,0.002940708,0.0038807255,0.0010858745],"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":[0.0000037376049,0.000005083511,0.0001619721,0.000035812653,0.0000025961806,0.000058368656,0.0034148828,0.00048672868,0.000035334244,0.9776087,0.008837404,0.009349375],"study_design_scores_gemma":[0.0000022914712,0.00000845201,0.00037756746,0.00017635597,0.000002725054,0.00011080557,0.0034227115,0.00031396738,0.000086210166,0.7734836,0.2220078,0.00000750531],"about_ca_topic_score_codex":0.0051311944,"about_ca_topic_score_gemma":0.0072971457,"teacher_disagreement_score":0.009162703,"about_ca_system_score_codex":0.0024620628,"about_ca_system_score_gemma":0.0022214034,"threshold_uncertainty_score":0.030652285},"labels":[],"label_agreement":null},{"id":"W4386307978","doi":"10.11647/obp.0349.03","title":"3. 1905–09: Experiment and Adversity","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","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":"Pottery; Surprise; Originality; Reputation; Elegance; Art; Art history; History; Visual arts; Management; Law; Literature; Political science; Sociology; Creativity; Economics","score_opus":0.05741756223668049,"score_gpt":0.23062047839869995,"score_spread":0.17320291616201947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386307978","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":[0.117068596,0.0053947014,0.006933057,0.05365962,0.004687277,0.00025270716,0.0013307407,0.00020157488,0.8104716],"genre_scores_gemma":[0.76474524,0.0027415282,0.003776449,0.030626986,0.0015421817,0.00064774114,0.00065815495,0.0004938505,0.19476789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99439645,0.0028482827,0.00012448197,0.0010761496,0.00095009286,0.00060458336],"domain_scores_gemma":[0.9959488,0.00189164,0.00018623563,0.000830351,0.0006601547,0.00048280146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009987389,0.0003843342,0.0004494384,0.0006066617,0.0085276235,0.006160452,0.0008735508,0.0025617785,0.029122584],"category_scores_gemma":[0.011870928,0.000292218,0.00042113048,0.0006220369,0.015877435,0.0043908623,0.004367395,0.0056381165,0.0061236867],"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":[0.00049913186,0.00030878306,0.0032532823,0.00013073701,0.00001961559,0.00028504897,0.019380001,0.0002311404,0.0009328124,0.838943,0.09088567,0.04513077],"study_design_scores_gemma":[0.000054632805,0.00027407234,0.0050347694,0.00025320807,0.00001040755,0.00015497705,0.006937927,0.00015757259,0.0014648486,0.07183224,0.9137782,0.000047105],"about_ca_topic_score_codex":0.014687671,"about_ca_topic_score_gemma":0.015769279,"teacher_disagreement_score":0.029122584,"about_ca_system_score_codex":0.0068818484,"about_ca_system_score_gemma":0.002780842,"threshold_uncertainty_score":0.097424746},"labels":[],"label_agreement":null},{"id":"W4387935334","doi":"10.11647/obp.0363.13","title":"13. Speculative futures for higher education: weaving perspectives for good","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Higher Education Practises and Engagement","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":"Royal Roads University","funders":"","keywords":"Futures contract; Universality (dynamical systems); Ideology; Conversation; Sociology; Epistemology; Context (archaeology); Pedagogy; Political science; Politics; Economics; Law; Financial economics; Philosophy","score_opus":0.11400000518863487,"score_gpt":0.3986270042131924,"score_spread":0.28462699902455757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387935334","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":[0.025125146,0.0037858863,0.03088359,0.058325414,0.0008175585,0.00012285517,0.00006190911,0.00014547398,0.8807321],"genre_scores_gemma":[0.8582799,0.0028483998,0.015180582,0.004729093,0.0002533976,0.00021272751,0.00006172819,0.00020675341,0.11822743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9924751,0.0056653237,0.00011878845,0.00039677724,0.0007664112,0.00057758694],"domain_scores_gemma":[0.99538213,0.0031642935,0.00019217949,0.00042748038,0.00044841104,0.00038549092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008785763,0.00062003307,0.00033972177,0.0011177209,0.0126840975,0.018983416,0.0011979196,0.0048906403,0.012024168],"category_scores_gemma":[0.0065801707,0.00034597958,0.0006296944,0.0015593754,0.034617674,0.018842798,0.007012918,0.006377461,0.0016238048],"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":[0.000006070756,0.000006162559,0.0000774372,0.000027127726,8.9446104e-7,0.00014912784,0.044708494,0.000109445326,0.000061049555,0.9479071,0.00283458,0.0041124243],"study_design_scores_gemma":[0.0000075784046,0.000026546097,0.00023600772,0.00033908465,0.000004835621,0.0002994197,0.08991288,0.00046146044,0.00032094904,0.4649789,0.44339088,0.00002143917],"about_ca_topic_score_codex":0.005939999,"about_ca_topic_score_gemma":0.008658721,"teacher_disagreement_score":0.018983416,"about_ca_system_score_codex":0.011424585,"about_ca_system_score_gemma":0.0065342705,"threshold_uncertainty_score":0.08289158},"labels":[],"label_agreement":null},{"id":"W4387935407","doi":"10.11647/obp.0363.22","title":"22. Collaboratively reimagining teaching and learning","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Higher Education Practises and Engagement","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 Victoria","funders":"Foreign, Commonwealth and Development Office","keywords":"Employability; General partnership; Reflexivity; Managing change; Resource (disambiguation); Scale (ratio); Work (physics); Social change; Pedagogy; Political science; Sociology; Public relations; Social science; Geography; Engineering; Computer science","score_opus":0.0782902617553176,"score_gpt":0.3654672201127427,"score_spread":0.28717695835742507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387935407","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":[0.0066016237,0.0073009958,0.0433492,0.03260797,0.0038253826,0.0003214534,0.000062453786,0.0009340948,0.9049968],"genre_scores_gemma":[0.17583776,0.008436997,0.06853277,0.008264371,0.0012672591,0.0006698186,0.00019556521,0.00111269,0.73568285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9932908,0.003222197,0.00023789884,0.0007308715,0.0019269595,0.00059128343],"domain_scores_gemma":[0.99484164,0.0019056377,0.00036006054,0.00097124424,0.0007376023,0.0011837973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061364835,0.0007651446,0.0004909821,0.0016609281,0.0071027344,0.023148727,0.002401373,0.003905339,0.028798454],"category_scores_gemma":[0.009098204,0.0003962262,0.0006435341,0.0019500435,0.012918059,0.016076589,0.018340925,0.0046051852,0.01344813],"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":[0.000020547472,0.00006948262,0.00049289584,0.00043565984,0.000014865083,0.00036570753,0.088460855,0.0005180244,0.0010875335,0.4794698,0.11967968,0.309385],"study_design_scores_gemma":[0.000004049219,0.000018790337,0.0002028209,0.0003283329,0.0000046293044,0.00022575827,0.0115574235,0.00016636151,0.00019604024,0.049000256,0.93828493,0.000010656313],"about_ca_topic_score_codex":0.0040658605,"about_ca_topic_score_gemma":0.0072791646,"teacher_disagreement_score":0.028798454,"about_ca_system_score_codex":0.0047120093,"about_ca_system_score_gemma":0.011103055,"threshold_uncertainty_score":0.09634048},"labels":[],"label_agreement":null},{"id":"W4387935423","doi":"10.11647/obp.0363.27","title":"27. Who cares about procurement?","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Innovative Educational Techniques","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":"Thompson Rivers University","funders":"","keywords":"Procurement; Perspective (graphical); Ask price; Key (lock); Sociology; Public relations; Knowledge management; Business; Management; Computer science; Engineering; Marketing; Political science; Computer security; Artificial intelligence; Economics","score_opus":0.09547853148479717,"score_gpt":0.38380341129455015,"score_spread":0.28832487980975297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387935423","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":[0.0025845277,0.013286562,0.002985287,0.096495405,0.0022859725,0.000023847359,0.00004459009,0.000099132856,0.88219476],"genre_scores_gemma":[0.08157448,0.016886223,0.0022773116,0.031270523,0.0011298298,0.000061827224,0.00006631575,0.00016910063,0.86656445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999114,0.00033872493,0.000027481527,0.0001008376,0.00026240083,0.00015659092],"domain_scores_gemma":[0.9989197,0.0004497627,0.00006318338,0.00006645321,0.0002816952,0.00021909695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001448323,0.00028657416,0.00024464857,0.00044717774,0.0036310926,0.007528,0.0006180456,0.0022243762,0.019776875],"category_scores_gemma":[0.002891879,0.00025910142,0.00020828785,0.00083721086,0.0051731,0.006958179,0.0014858171,0.0038685235,0.008363618],"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":[0.000007919467,0.000031559426,0.0004365886,0.00012006633,0.0000030502028,0.00032607812,0.012557258,0.00015008237,0.0001813129,0.5511569,0.36152092,0.073508315],"study_design_scores_gemma":[0.0000021279156,0.000008182987,0.0003607978,0.00025848087,0.000001825857,0.00020280156,0.00774044,0.00008255764,0.00011093252,0.05042497,0.9407991,0.000007828034],"about_ca_topic_score_codex":0.009724071,"about_ca_topic_score_gemma":0.01711417,"teacher_disagreement_score":0.019776875,"about_ca_system_score_codex":0.0032459295,"about_ca_system_score_gemma":0.0054005263,"threshold_uncertainty_score":0.06616026},"labels":[],"label_agreement":null},{"id":"W4387935433","doi":"10.11647/obp.0363.10","title":"10. HE4Good assemblages","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Art, Technology, and Culture","field":"Arts and Humanities","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":"Brock University","funders":"","keywords":"Quilt; Posthuman; Quilting; Sociology; Praxis; Feminism; Economic Justice; Aesthetics; Pedagogy; Visual arts; Gender studies; Art; Epistemology; Political science; Philosophy","score_opus":0.054167960973862415,"score_gpt":0.2448453916601373,"score_spread":0.19067743068627488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387935433","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":[0.00077316083,0.00074086065,0.0015840388,0.0013953948,0.0003630356,0.000039714792,0.00013643013,0.00008826545,0.994879],"genre_scores_gemma":[0.024876624,0.0006456201,0.0021673653,0.0008614797,0.00012342799,0.00008385786,0.00017809312,0.00027656354,0.970787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883634,0.00030429522,0.00005405239,0.00025040383,0.00037611582,0.00017874269],"domain_scores_gemma":[0.9994411,0.00012260024,0.000028006913,0.00013802324,0.00019551686,0.00007472642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010664115,0.00062750076,0.00032339577,0.0020862303,0.005934925,0.008659405,0.00089465955,0.003029616,0.18249074],"category_scores_gemma":[0.0024562797,0.00037632528,0.00037752942,0.0017874757,0.0061353752,0.007909095,0.0044197543,0.0026690098,0.048905466],"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":[0.000022273853,0.000011874404,0.00015233702,0.0000670537,0.0000021582619,0.00010935777,0.0056999153,0.000037069225,0.0001276178,0.857361,0.10626474,0.030144578],"study_design_scores_gemma":[0.0000023284588,0.0000035360295,0.0001362511,0.00007595205,8.983285e-7,0.000070494214,0.0010819719,0.000022853883,0.000089018744,0.017670391,0.980843,0.0000032935038],"about_ca_topic_score_codex":0.018115312,"about_ca_topic_score_gemma":0.039194297,"teacher_disagreement_score":0.18249074,"about_ca_system_score_codex":0.005283108,"about_ca_system_score_gemma":0.0026212765,"threshold_uncertainty_score":0.61049235},"labels":[],"label_agreement":null},{"id":"W4387935460","doi":"10.11647/obp.0363.04","title":"4. Imagining higher education as infrastructures of care","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Digital Education and Society","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":"University of Toronto","funders":"","keywords":"Commodification; Argument (complex analysis); Individualism; Context (archaeology); Sociology; Reciprocity (cultural anthropology); Higher education; Epistemology; Pluralism (philosophy); Engineering ethics; Public relations; Political science; Knowledge management; Social science; Engineering; Computer science; Economics; Law; Medicine","score_opus":0.019922803451052813,"score_gpt":0.28900024915688144,"score_spread":0.26907744570582864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387935460","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":[0.022793142,0.015531322,0.022667484,0.06926541,0.0008772834,0.000058536472,0.00006687249,0.00014062847,0.8685993],"genre_scores_gemma":[0.87272453,0.011639993,0.0090174675,0.012252983,0.0008967401,0.00013473892,0.0000771711,0.000093273695,0.09316321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983724,0.0008784175,0.000035092715,0.00013482684,0.0002701341,0.0003091717],"domain_scores_gemma":[0.99904615,0.0005159441,0.00007489762,0.00012402407,0.00011417616,0.00012479967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016844807,0.0003936313,0.00018992682,0.0010729183,0.0044009252,0.010668982,0.00074390136,0.0031851712,0.007311477],"category_scores_gemma":[0.001921729,0.00017697887,0.00038664314,0.0013334645,0.02148223,0.011272247,0.0045120153,0.0041081165,0.0010590536],"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":[0.0000022626632,0.0000037267853,0.000068828165,0.000015460182,4.3203167e-7,0.00001646764,0.0027735732,0.000089164096,0.000023879202,0.992168,0.001662124,0.003175947],"study_design_scores_gemma":[0.0000044264225,0.000017082159,0.0002505422,0.00022697827,0.0000030209715,0.00009497508,0.0072180787,0.00041281313,0.00019733552,0.62990844,0.36165628,0.000010016507],"about_ca_topic_score_codex":0.0050936644,"about_ca_topic_score_gemma":0.0052214507,"teacher_disagreement_score":0.010668982,"about_ca_system_score_codex":0.007475984,"about_ca_system_score_gemma":0.005397579,"threshold_uncertainty_score":0.054242313},"labels":[],"label_agreement":null},{"id":"W4388760235","doi":"10.11647/obp.0335.04","title":"4. Models and Simulations","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","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":"Computer science; Operations research; Perspective (graphical); Emulation; Action (physics); Domain (mathematical analysis); Management science; Data science; Artificial intelligence; Psychology; Engineering; Mathematics","score_opus":0.06479396447323817,"score_gpt":0.2984813054783758,"score_spread":0.23368734100513766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388760235","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":[0.008462532,0.011823371,0.48060045,0.032602906,0.003086388,0.0006716415,0.0052910475,0.0037626233,0.45369896],"genre_scores_gemma":[0.33481255,0.03334549,0.3488699,0.010573627,0.0032047604,0.0026159412,0.009067027,0.0033350193,0.25417578],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964336,0.0012987028,0.00025163204,0.0005756156,0.0010855083,0.00035502357],"domain_scores_gemma":[0.995747,0.0020309195,0.0002987034,0.0007558663,0.00096826244,0.00019934366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027476298,0.0013663314,0.0012822413,0.0014480299,0.0020830906,0.009076284,0.0041258703,0.0059779524,0.04480164],"category_scores_gemma":[0.012666685,0.0008915751,0.002554149,0.0016494116,0.003421255,0.0076328856,0.0045790845,0.0049099163,0.015637886],"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":[0.000034320587,0.0000515927,0.00087199255,0.0004498774,0.000051302777,0.00013202567,0.00028943436,0.08267142,0.00028070871,0.86137515,0.028759295,0.025032897],"study_design_scores_gemma":[0.000037714566,0.000037490012,0.0002809687,0.0004305769,0.000027282447,0.00015299987,0.00022932235,0.08253435,0.00041084527,0.52933574,0.38647243,0.00005027638],"about_ca_topic_score_codex":0.014590905,"about_ca_topic_score_gemma":0.0049710753,"teacher_disagreement_score":0.04480164,"about_ca_system_score_codex":0.0037186402,"about_ca_system_score_gemma":0.0055724136,"threshold_uncertainty_score":0.14987648},"labels":[],"label_agreement":null},{"id":"W4390912099","doi":"10.11647/obp.0357","title":"Divine Style","year":2024,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"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":"York University; University of Washington","keywords":"Scholarship; Style (visual arts); Literature; Poetry; Old Testament; Exegesis; Period (music); Adventure; Philosophy; Classics; Argument (complex analysis); History; Art; Art history; Law; Aesthetics","score_opus":0.03589299711451393,"score_gpt":0.25329319482241713,"score_spread":0.2174001977079032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390912099","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":[0.005116152,0.0011297535,0.0026170977,0.003978595,0.0027558897,0.000045321947,0.0004383842,0.0001661366,0.9837526],"genre_scores_gemma":[0.2467754,0.002398271,0.0051820274,0.0055855704,0.0033695516,0.00015858703,0.0013061372,0.001225333,0.73399913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99681133,0.0009787475,0.00021495236,0.00061632413,0.0010650788,0.0003135871],"domain_scores_gemma":[0.9971233,0.00065116526,0.00031179198,0.00064867485,0.00078548596,0.00047959504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018642277,0.0005987022,0.000343043,0.0021889596,0.0041012317,0.008915886,0.001229776,0.0014000669,0.07758518],"category_scores_gemma":[0.007635436,0.00019841788,0.0003627446,0.0021858239,0.00390535,0.005738114,0.0048356317,0.0027856075,0.02854188],"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":[0.000068924965,0.000030641706,0.0013814718,0.00024071304,0.000009568048,0.0002399949,0.035770223,0.00007125422,0.00049182767,0.596405,0.23502912,0.1302612],"study_design_scores_gemma":[0.0000030069502,0.0000127379435,0.00036984976,0.00008740941,0.0000010733602,0.00016148383,0.0016570175,0.000022719276,0.00006906548,0.009220246,0.9883895,0.0000059246995],"about_ca_topic_score_codex":0.0016885389,"about_ca_topic_score_gemma":0.0046666465,"teacher_disagreement_score":0.07758518,"about_ca_system_score_codex":0.0027267651,"about_ca_system_score_gemma":0.0014704018,"threshold_uncertainty_score":0.2595483},"labels":[],"label_agreement":null},{"id":"W4392587792","doi":"10.11647/obp.0392.03","title":"3. The Commitment to Law","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"French Historical and Cultural Studies","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; University of Windsor; Royal Society of Canada","funders":"","keywords":"Estate; Scholarship; Law; Newspaper; Political science; Sociology","score_opus":0.05400155477764425,"score_gpt":0.2298928230092976,"score_spread":0.17589126823165335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392587792","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":[0.009944042,0.0022564013,0.004213961,0.106093265,0.0010977373,0.000049719405,0.00006106273,0.00005677614,0.8762271],"genre_scores_gemma":[0.5798703,0.002127571,0.0029979763,0.076851286,0.0011520047,0.00020166974,0.0001067893,0.00013480161,0.33655772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99115163,0.0024559137,0.00025821687,0.0012176341,0.0028774394,0.0020392176],"domain_scores_gemma":[0.99300176,0.0016603975,0.00046823433,0.0009372531,0.001345344,0.0025868816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071353703,0.00029950123,0.00040761006,0.0006209367,0.011619607,0.013845752,0.0014678108,0.008312881,0.020214353],"category_scores_gemma":[0.011946782,0.0003097978,0.00036523782,0.0004782259,0.036097214,0.007771177,0.0109205395,0.01350358,0.0065667224],"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":[0.000007629786,0.00002368093,0.00045011597,0.000020127552,0.0000025637873,0.000091576345,0.007039122,0.00005013277,0.00011548547,0.9540087,0.029577196,0.008613729],"study_design_scores_gemma":[0.000007132809,0.000023952342,0.0008006619,0.00023078312,0.0000028488319,0.00021436482,0.0064471774,0.00010531083,0.000110375855,0.16362104,0.82841736,0.000018887855],"about_ca_topic_score_codex":0.014570044,"about_ca_topic_score_gemma":0.016153524,"teacher_disagreement_score":0.020214353,"about_ca_system_score_codex":0.0054764273,"about_ca_system_score_gemma":0.012337058,"threshold_uncertainty_score":0.067623734},"labels":[],"label_agreement":null},{"id":"W4392587802","doi":"10.11647/obp.0392.07","title":"7. Last years","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"French Historical and Cultural Studies","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; University of Windsor; Royal Society of Canada","funders":"","keywords":"Narrative; Period (music); Context (archaeology); Census; History; Certificate; Political science; Economic history; Sociology; Literature; Art; Demography; Aesthetics; Archaeology","score_opus":0.04628533743988652,"score_gpt":0.21240922978327498,"score_spread":0.16612389234338845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392587802","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":[0.005083789,0.0167814,0.00025080843,0.00945333,0.002487439,0.0000167325,0.00057045085,0.00007458176,0.96528137],"genre_scores_gemma":[0.0944519,0.014233981,0.00036771534,0.0058828257,0.001311783,0.00004910419,0.00070609525,0.00014542778,0.8828512],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989085,0.00021786997,0.00004147321,0.0001281494,0.00032262594,0.00038149164],"domain_scores_gemma":[0.9992532,0.00009903522,0.00007336226,0.00007232206,0.00022090001,0.00028112167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071222975,0.00047905603,0.0003734505,0.0018184823,0.005983092,0.005921027,0.00067402475,0.0014074784,0.080991514],"category_scores_gemma":[0.0018463271,0.00020575398,0.00039091005,0.001744992,0.0023732856,0.004475126,0.0030759003,0.002442866,0.02845725],"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":[0.000057811292,0.000034559533,0.0019084123,0.00030805133,0.000009455162,0.0005421572,0.027093478,0.00004266813,0.0002697565,0.52260447,0.342481,0.10464807],"study_design_scores_gemma":[6.693195e-7,0.0000037880568,0.0005072714,0.00009655276,7.086149e-7,0.00010138318,0.0015244484,0.000002482312,0.000019596997,0.0011009424,0.9966397,0.0000022985064],"about_ca_topic_score_codex":0.027611498,"about_ca_topic_score_gemma":0.0570107,"teacher_disagreement_score":0.080991514,"about_ca_system_score_codex":0.004249588,"about_ca_system_score_gemma":0.0026140993,"threshold_uncertainty_score":0.27094358},"labels":[],"label_agreement":null},{"id":"W4392587803","doi":"10.11647/obp.0392.02","title":"2. Before Law","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"French Historical and Cultural Studies","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; University of Windsor; Royal Society of Canada","funders":"","keywords":"Mill; Politics; Suffrage; Law; Sociology; Classics; Art history; History; Political science; Archaeology","score_opus":0.04306448878417053,"score_gpt":0.21578323583948011,"score_spread":0.1727187470553096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392587803","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":[0.00088358985,0.0040415307,0.0007290416,0.013197317,0.0014955845,0.000028121105,0.00006644915,0.000079230806,0.97947913],"genre_scores_gemma":[0.041190226,0.0028580877,0.0005603254,0.016558884,0.00079055596,0.0000645722,0.00010735878,0.00013829884,0.9377317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804807,0.00040528286,0.00004736951,0.0003736574,0.000668477,0.00045715016],"domain_scores_gemma":[0.9991835,0.00020241231,0.000050637394,0.0001439403,0.0002759378,0.00014350799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011818025,0.0005400538,0.00038530526,0.0007733937,0.008273981,0.009681168,0.0007820808,0.0046938634,0.07127009],"category_scores_gemma":[0.0030185964,0.00037106304,0.000566469,0.0005853789,0.009809349,0.007839427,0.0032525964,0.0075147552,0.029622054],"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":[0.00000787574,0.000022795037,0.00015394216,0.000050879367,0.000001342952,0.00010485437,0.0046416027,0.000025264553,0.00010920414,0.8408671,0.13321169,0.020803446],"study_design_scores_gemma":[0.0000013277037,0.0000049771056,0.00010655912,0.000103029684,6.7982376e-7,0.000053852084,0.0009753916,0.000009402352,0.000038812435,0.0125894025,0.9861136,0.000003048898],"about_ca_topic_score_codex":0.024421152,"about_ca_topic_score_gemma":0.031989187,"teacher_disagreement_score":0.07127009,"about_ca_system_score_codex":0.005466946,"about_ca_system_score_gemma":0.0070037423,"threshold_uncertainty_score":0.23842221},"labels":[],"label_agreement":null},{"id":"W4392587804","doi":"10.11647/obp.0392.08","title":"8. Who was Eliza Orme?","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"French Historical and Cultural Studies","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; University of Windsor; Royal Society of Canada","funders":"","keywords":"Speculation; Context (archaeology); Parliament; Political science; Loyalty; Sociology; Law; History; Politics","score_opus":0.04911574782550212,"score_gpt":0.22079667872560477,"score_spread":0.17168093090010264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392587804","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":[0.04007337,0.030920323,0.0018355111,0.48783514,0.00621537,0.00003334671,0.000109194705,0.00013746686,0.4328403],"genre_scores_gemma":[0.5439822,0.014473049,0.0011353808,0.07388858,0.0021426138,0.00009145624,0.00008516273,0.00028405045,0.36391744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966453,0.0017913651,0.00007082244,0.00037460332,0.00059599895,0.0005219572],"domain_scores_gemma":[0.9981317,0.0007852421,0.00018841577,0.00012525823,0.0003392453,0.00043009422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021803074,0.00033492708,0.00031852114,0.0006940005,0.011564482,0.012314547,0.0007723239,0.0037796665,0.013956669],"category_scores_gemma":[0.0071635684,0.00024194176,0.0002507697,0.00070388085,0.012397771,0.010329308,0.0032316535,0.005575358,0.0055051297],"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":[0.000058395657,0.000037378213,0.0027813697,0.00026607706,0.000007779,0.00071531045,0.17612065,0.00003056388,0.0004071602,0.4785975,0.30110723,0.039870605],"study_design_scores_gemma":[0.0000014252549,0.000009072419,0.0007777796,0.0002811408,0.000002155803,0.0003919397,0.064489916,0.000025743446,0.00013077255,0.005762792,0.92811525,0.000012075322],"about_ca_topic_score_codex":0.008361399,"about_ca_topic_score_gemma":0.016882174,"teacher_disagreement_score":0.013956669,"about_ca_system_score_codex":0.0044290023,"about_ca_system_score_gemma":0.0031747948,"threshold_uncertainty_score":0.04668969},"labels":[],"label_agreement":null},{"id":"W4392587811","doi":"10.11647/obp.0392.04","title":"4. Private Life","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"French Historical and Cultural Studies","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; University of Windsor; Royal Society of Canada","funders":"","keywords":"Politics; Sister; George (robot); Private life; Art; History; Art history; Psychoanalysis; Classics; Law; Political science; Psychology","score_opus":0.05493062564474427,"score_gpt":0.21711873301018986,"score_spread":0.1621881073654456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392587811","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":[0.006880403,0.0014401609,0.0012559545,0.017369512,0.0009695061,0.000040396204,0.00015839843,0.000084097104,0.9718015],"genre_scores_gemma":[0.18144761,0.0018219065,0.00084591284,0.010721074,0.00061096105,0.00010950135,0.0002771961,0.00022154399,0.80394423],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99611205,0.0012572577,0.00009181602,0.0004561835,0.0009524543,0.0011302717],"domain_scores_gemma":[0.99756336,0.00022249082,0.0001813809,0.0004354734,0.0004109005,0.0011864451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021353737,0.000564233,0.0004756543,0.00072640926,0.014785491,0.012925296,0.0010471457,0.0039335405,0.11008684],"category_scores_gemma":[0.005277052,0.00027268057,0.0005089704,0.00085051055,0.01031741,0.010238735,0.010610471,0.006279289,0.04300233],"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":[0.000038302613,0.000062244726,0.00080513034,0.00006627737,0.0000050859067,0.00032625976,0.02417397,0.00004972303,0.00020099245,0.7916705,0.1509513,0.031650126],"study_design_scores_gemma":[0.000002705578,0.000009731887,0.00029477646,0.00008718805,0.0000010097162,0.00017196144,0.007494364,0.000017509765,0.000042942745,0.014471536,0.9773991,0.000007250812],"about_ca_topic_score_codex":0.006860818,"about_ca_topic_score_gemma":0.009578954,"teacher_disagreement_score":0.11008684,"about_ca_system_score_codex":0.0046935296,"about_ca_system_score_gemma":0.005503644,"threshold_uncertainty_score":0.3682772},"labels":[],"label_agreement":null},{"id":"W4392588037","doi":"10.11647/obp.0392.05","title":"5. Public Figure","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"French Historical and Cultural Studies","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; University of Windsor; Royal Society of Canada","funders":"","keywords":"Suffrage; Politics; Newspaper; Political science; Champion; Law; Irish; Philosophy","score_opus":0.10162578839145413,"score_gpt":0.22034684736359322,"score_spread":0.1187210589721391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392588037","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":[0.00031204073,0.00022259135,0.00038801372,0.0034001875,0.0010757939,0.000034645214,0.0003859805,0.00024053476,0.99394023],"genre_scores_gemma":[0.0060501425,0.00016717848,0.00026414005,0.0014188248,0.00021936314,0.00003618448,0.0003436537,0.00018029613,0.9913202],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984855,0.00020955682,0.000053237163,0.0002694178,0.0004890857,0.00049330585],"domain_scores_gemma":[0.9989311,0.0000944071,0.000046413505,0.00018256513,0.00038655376,0.00035891804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010720728,0.0005761961,0.00034388257,0.0010199589,0.007223607,0.011371627,0.0014724432,0.0043720193,0.6592793],"category_scores_gemma":[0.0029710396,0.0003589347,0.00072862406,0.0010325158,0.0015585204,0.007086859,0.006148538,0.0037278205,0.4386802],"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":[0.000018757897,0.00002485098,0.00014307981,0.000051966665,0.0000014702117,0.00012364956,0.00080233946,0.000044199496,0.000098468045,0.1899232,0.77564853,0.033119496],"study_design_scores_gemma":[0.0000011215529,0.000002088239,0.00006816557,0.000017913042,3.0363404e-7,0.000028603512,0.00020538238,0.000007314894,0.000016718415,0.0011106742,0.9985399,0.0000018897844],"about_ca_topic_score_codex":0.010367843,"about_ca_topic_score_gemma":0.012865413,"teacher_disagreement_score":0.6592793,"about_ca_system_score_codex":0.0047721323,"about_ca_system_score_gemma":0.004712213,"threshold_uncertainty_score":0.48599672},"labels":[],"label_agreement":null},{"id":"W4392594155","doi":"10.11647/obp.0392.00","title":"Prologue","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"French Historical and Cultural Studies","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; University of Windsor; Royal Society of Canada","funders":"","keywords":"Prologue; Memoir; Subject (documents); Identity (music); Politics; Art; Abandonment (legal); Literature; Sociology; History; Media studies; Political science; Humanities; Law; Aesthetics; Library science","score_opus":0.056238724970995434,"score_gpt":0.21778891501623177,"score_spread":0.16155019004523632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392594155","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":[0.00064163696,0.0036568176,0.0012900393,0.009136235,0.017630517,0.00009492266,0.0004260805,0.0002582545,0.9668655],"genre_scores_gemma":[0.0052537625,0.0016928087,0.0005182378,0.0036303515,0.0020930087,0.00006515091,0.0002380661,0.0002537845,0.9862548],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926203,0.00013776471,0.000030826533,0.00016034555,0.00029795116,0.00011101676],"domain_scores_gemma":[0.9990988,0.0001765923,0.000031918677,0.000102996135,0.00033115162,0.00025859638],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007373179,0.0006517199,0.0004196911,0.0014242396,0.00419474,0.0071060644,0.0011368488,0.0023154113,0.3403168],"category_scores_gemma":[0.0030281546,0.00030081102,0.00038481044,0.0008173426,0.001446936,0.0045174933,0.003540496,0.0037082147,0.18634267],"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":[0.000029665942,0.000023380035,0.0001280316,0.00012710929,0.0000017368495,0.00019013284,0.0005273229,0.00004567106,0.00019875343,0.07949978,0.86424977,0.0549786],"study_design_scores_gemma":[0.0000011388976,0.000003470933,0.000032654247,0.000040275914,3.634502e-7,0.000077458804,0.000104276165,0.000009823198,0.00003280607,0.0013888746,0.9983076,0.000001368135],"about_ca_topic_score_codex":0.003963004,"about_ca_topic_score_gemma":0.007267046,"teacher_disagreement_score":0.6596832,"about_ca_system_score_codex":0.0033635148,"about_ca_system_score_gemma":0.0027484847,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4392597065","doi":"10.11647/obp.0392.06","title":"6. Journalism and Authorship","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"French Historical and Cultural Studies","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; University of Windsor; Royal Society of Canada","funders":"","keywords":"Biography; Journalism; Scholarship; Politics; Political science; Media studies; Commission; History; Art; Law; Sociology","score_opus":0.07014505659833403,"score_gpt":0.23317798668090015,"score_spread":0.1630329300825661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392597065","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":[0.00736618,0.012840959,0.0021579,0.058189314,0.005349874,0.00002631627,0.000120470366,0.00011694932,0.91383195],"genre_scores_gemma":[0.57543033,0.0110826595,0.003491499,0.021455811,0.018444354,0.00018589736,0.00021709551,0.0005222791,0.36917004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9844593,0.0077612544,0.00089016324,0.0017211855,0.0033990345,0.0017691297],"domain_scores_gemma":[0.9632875,0.01841646,0.0029245124,0.00542167,0.006045519,0.003904379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009024359,0.0003836018,0.00044710803,0.0028947406,0.010086025,0.02693085,0.0012739076,0.0050474303,0.02496818],"category_scores_gemma":[0.033283167,0.00033280443,0.00041038604,0.0034728614,0.021032942,0.018702632,0.0062320293,0.0041829348,0.007472032],"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":[0.0000130688995,0.000012408411,0.00029642734,0.00006398145,0.000002092965,0.000056903464,0.007624447,0.000020260704,0.000046937635,0.9540214,0.029453456,0.008388604],"study_design_scores_gemma":[0.000019281353,0.000024717903,0.0005670679,0.00037856493,0.000003820809,0.00021634958,0.0060624336,0.00005720084,0.00015783192,0.21114467,0.7813524,0.000015651207],"about_ca_topic_score_codex":0.001472561,"about_ca_topic_score_gemma":0.0015966552,"teacher_disagreement_score":0.02693085,"about_ca_system_score_codex":0.004972509,"about_ca_system_score_gemma":0.00610213,"threshold_uncertainty_score":0.08352685},"labels":[],"label_agreement":null},{"id":"W4392597215","doi":"10.11647/obp.0392.01","title":"1. An Unthinkable Job for a Woman","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"French Historical and Cultural Studies","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":true,"ca_institutions":"Toronto Metropolitan University; University of Windsor; Royal Society of Canada","funders":"","keywords":"Suffrage; Newspaper; Parliament; Context (archaeology); Political science; Law; Media studies; Sociology; History; Politics","score_opus":0.05629458226212499,"score_gpt":0.24132859208302015,"score_spread":0.18503400982089516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392597215","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":[0.011824442,0.010032379,0.0017819587,0.05417596,0.0043751253,0.000033934357,0.000081547725,0.0001262636,0.9175683],"genre_scores_gemma":[0.16863433,0.003262042,0.00076369685,0.016616972,0.00074881135,0.000045137316,0.000033298806,0.00011204306,0.80978376],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987942,0.00044776758,0.000020564217,0.00017913223,0.0002615931,0.00029670293],"domain_scores_gemma":[0.9995301,0.00012257713,0.0000373309,0.000036806152,0.000089606845,0.0001836892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075577863,0.00047761752,0.00028664738,0.00034334417,0.010782975,0.0057066837,0.0005242944,0.002589458,0.02064247],"category_scores_gemma":[0.0018402184,0.0002576038,0.00025732175,0.00034349135,0.011771612,0.0057722805,0.0036735612,0.0046942867,0.008773696],"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":[0.00004534136,0.000025931688,0.000507577,0.00012390314,0.0000023456334,0.00058112707,0.07997951,0.000038405484,0.0004590027,0.6471962,0.24402235,0.027018337],"study_design_scores_gemma":[0.0000015415577,0.000018065579,0.00023092824,0.00013368939,0.0000010870788,0.00033128983,0.011992214,0.000021844953,0.0000589446,0.006029423,0.98117286,0.000008271995],"about_ca_topic_score_codex":0.010856665,"about_ca_topic_score_gemma":0.027711462,"teacher_disagreement_score":0.02064247,"about_ca_system_score_codex":0.0032819503,"about_ca_system_score_gemma":0.0033732716,"threshold_uncertainty_score":0.069055915},"labels":[],"label_agreement":null},{"id":"W4392597480","doi":"10.11647/obp.0392","title":"Eliza Orme’s Ambitions","year":2024,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","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":"Toronto Metropolitan University; University of Windsor; Royal Society of Canada","funders":"University of Manchester; Strong; London School of Economics and Political Science; University of Oregon; University of Windsor","keywords":"Suffrage; Politics; Memoir; Appeal; Context (archaeology); Newspaper; Curiosity; Political science; Sociology; Gender studies; History; Law; Psychology","score_opus":0.050488406909465114,"score_gpt":0.23020812392386764,"score_spread":0.17971971701440254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392597480","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":[0.015056605,0.016172104,0.0021474557,0.6228038,0.009736405,0.000021432576,0.00012078546,0.00015294523,0.33378848],"genre_scores_gemma":[0.57485837,0.008593804,0.0016422521,0.13072827,0.0042932997,0.00015939362,0.000077422796,0.0004050634,0.27924216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893897,0.006554419,0.00015722033,0.00095379923,0.0017942939,0.001150541],"domain_scores_gemma":[0.99292564,0.0037787682,0.00036077946,0.0005173497,0.0011161766,0.0013012429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052041323,0.0005048119,0.00047004438,0.001103139,0.016688224,0.012875518,0.0015797723,0.005346316,0.012701056],"category_scores_gemma":[0.020184627,0.0003751345,0.00028546923,0.0007688188,0.02749664,0.008217151,0.006398544,0.011383727,0.004095487],"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":[0.00005953126,0.000026872662,0.000617835,0.00011581473,0.0000052896235,0.00044631804,0.08277005,0.000073755946,0.00031681088,0.6704135,0.23122679,0.013927416],"study_design_scores_gemma":[0.0000016252524,0.000006728446,0.00019156293,0.0001556319,0.0000016081157,0.00018851318,0.016703699,0.0000613885,0.00010587486,0.022119498,0.96044594,0.000018006942],"about_ca_topic_score_codex":0.011040377,"about_ca_topic_score_gemma":0.011211173,"teacher_disagreement_score":0.016688224,"about_ca_system_score_codex":0.0067568263,"about_ca_system_score_gemma":0.0051634945,"threshold_uncertainty_score":0.049024463},"labels":[],"label_agreement":null},{"id":"W4393043833","doi":"10.11647/obp.0399","title":"Byron and Trinity","year":2024,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Philippine History and Culture","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":"St. Clair College; Trinity College","funders":"","keywords":"Philosophy; Psychology; History","score_opus":0.03297818326308582,"score_gpt":0.3088122374606011,"score_spread":0.2758340541975153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393043833","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":[0.0013625729,0.015743382,0.0012060805,0.0135957645,0.0036643122,0.000023298991,0.00013381815,0.00022518385,0.9640456],"genre_scores_gemma":[0.038424857,0.0046262844,0.0008620917,0.0034514333,0.0008148144,0.00007529849,0.000094928764,0.0003432889,0.951307],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838054,0.00075506483,0.00004136591,0.00019021715,0.00037600478,0.00025678248],"domain_scores_gemma":[0.99932194,0.0001691717,0.000045687186,0.00008627304,0.00021544732,0.00016135811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010383906,0.0007476862,0.00052784407,0.0012856335,0.0073987194,0.005982034,0.00063456193,0.0012214012,0.060120426],"category_scores_gemma":[0.0025286241,0.00033014736,0.00027199095,0.0014139418,0.0069099115,0.0050727883,0.0045164917,0.003996209,0.018714549],"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":[0.000041999723,0.000007910533,0.00010770022,0.00019638852,0.0000032128119,0.00014217324,0.0090373745,0.000042725173,0.00013126324,0.5434765,0.41470692,0.032105763],"study_design_scores_gemma":[0.0000016018506,0.0000039212327,0.000047579077,0.00008651124,6.836368e-7,0.00004824287,0.0006200101,0.000012312922,0.000032516487,0.008523103,0.99062,0.0000035086873],"about_ca_topic_score_codex":0.0076413527,"about_ca_topic_score_gemma":0.018085603,"teacher_disagreement_score":0.060120426,"about_ca_system_score_codex":0.005615205,"about_ca_system_score_gemma":0.0035260548,"threshold_uncertainty_score":0.20112288},"labels":[],"label_agreement":null},{"id":"W4393044487","doi":"10.11647/obp.0399.01","title":"1. Lord Byron and Trinity","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Colonialism, slavery, and trade","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":"Trinity College","funders":"","keywords":"History; Geology","score_opus":0.04365641196159455,"score_gpt":0.3199265634615237,"score_spread":0.2762701514999292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393044487","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":[0.009359043,0.06770846,0.0015268348,0.035121173,0.0052921223,0.00004104458,0.00005946598,0.00010989245,0.88078195],"genre_scores_gemma":[0.22587618,0.015319332,0.001276056,0.01444631,0.0017401694,0.00009035274,0.00006554623,0.00029067782,0.7408954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792814,0.0010330741,0.000047233592,0.00019575204,0.00045213,0.00034364645],"domain_scores_gemma":[0.9994485,0.00015972294,0.000053916912,0.00003772279,0.0001353443,0.00016472004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009461553,0.000449484,0.0005050082,0.0009283923,0.008100857,0.006264699,0.00063241436,0.0018756632,0.01613839],"category_scores_gemma":[0.0021036272,0.00027166412,0.00019704913,0.0011465925,0.0118932435,0.00467596,0.004631716,0.005096459,0.004722202],"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":[0.00006126126,0.00001477189,0.0003989151,0.0003123655,0.000003004935,0.00031254743,0.05644933,0.00004481482,0.0002469377,0.671145,0.24252185,0.028489126],"study_design_scores_gemma":[0.0000020166244,0.0000107009555,0.00017233679,0.00019324638,8.462638e-7,0.00021836498,0.0039147567,0.000014182075,0.000047513087,0.00778548,0.9876342,0.000006313275],"about_ca_topic_score_codex":0.011982864,"about_ca_topic_score_gemma":0.028696796,"teacher_disagreement_score":0.01613839,"about_ca_system_score_codex":0.0057836752,"about_ca_system_score_gemma":0.003689805,"threshold_uncertainty_score":0.053988338},"labels":[],"label_agreement":null},{"id":"W4393854396","doi":"10.11647/obp.0340.37","title":"Pale Fire of the Revolution","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Translation Studies and Practices","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":"University of Toronto","funders":"European Research Council; Lomonosov Moscow State University; Russian Science Foundation; Moderna","keywords":"Garcia; Latin Americans; Globalization; Russian culture; Russian literature; Transculturation; Political science; Economic history; History; Humanities; Literature; Art; Law","score_opus":0.05957126355999873,"score_gpt":0.25568616387053544,"score_spread":0.19611490031053672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393854396","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":[0.01134878,0.054210745,0.0004484597,0.015161051,0.0020357596,0.000010369039,0.00011728866,0.000073918156,0.9165936],"genre_scores_gemma":[0.5392782,0.029978203,0.0005743261,0.006053878,0.0014704484,0.000042204756,0.00015787566,0.00023887889,0.42220604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919146,0.00027660344,0.000017933657,0.00013764125,0.0001459467,0.000230373],"domain_scores_gemma":[0.99967134,0.00009221882,0.000031888518,0.000052931668,0.0000699825,0.00008165959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005362984,0.00048253156,0.0003465933,0.000916635,0.0066162767,0.008677208,0.00036115735,0.0009773835,0.018950146],"category_scores_gemma":[0.001490275,0.00013537356,0.00018896548,0.0007820014,0.0065982086,0.0031726179,0.0027408402,0.002977639,0.0025003345],"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":[0.00007543671,0.000010876045,0.0005586066,0.00024823548,0.0000068008576,0.00028985407,0.02280228,0.00011211794,0.00028443243,0.82482386,0.09558594,0.055201445],"study_design_scores_gemma":[0.0000022407191,0.000004409203,0.0004886957,0.0001714487,0.0000020002637,0.000065776454,0.0038829064,0.000015955033,0.00006896437,0.006067308,0.9892258,0.0000044371404],"about_ca_topic_score_codex":0.040842194,"about_ca_topic_score_gemma":0.07013942,"teacher_disagreement_score":0.040842194,"about_ca_system_score_codex":0.010514382,"about_ca_system_score_gemma":0.003942943,"threshold_uncertainty_score":0.081208944},"labels":[],"label_agreement":null},{"id":"W4394201033","doi":"10.11647/obp.0373.09","title":"Black Panther and an Afrofuturist Vision for Mining","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Utopian, Dystopian, and Speculative Fiction","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":"Environment and Climate Change Canada; Western University","funders":"","keywords":"Computer science; Geography","score_opus":0.051900561826365765,"score_gpt":0.2872063982675835,"score_spread":0.23530583644121772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394201033","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":[0.07592151,0.007872691,0.0016332372,0.047659855,0.0011722867,0.000023791294,0.00003497497,0.0000888145,0.86559284],"genre_scores_gemma":[0.5319867,0.0038942879,0.0019415079,0.004866716,0.00025571106,0.00004394336,0.00002547558,0.00007761293,0.45690805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997327,0.0001044061,0.0000023583452,0.000028076412,0.000060527527,0.000071929375],"domain_scores_gemma":[0.99988663,0.00003507964,0.000012978886,0.000008844687,0.000020992904,0.00003546212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040480492,0.0003224768,0.00015288798,0.00046058264,0.010250261,0.0031044967,0.00029257147,0.0014799336,0.011522902],"category_scores_gemma":[0.00052019267,0.00013035945,0.00010429993,0.00046760633,0.009296564,0.0024402274,0.0021676577,0.0022578419,0.0010275787],"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":[0.000059752372,0.000029931041,0.0005313333,0.0001275515,0.0000039790507,0.0005670786,0.12251849,0.000072419345,0.001211347,0.6935418,0.1344223,0.046914015],"study_design_scores_gemma":[0.0000053534895,0.000038165774,0.0018747239,0.00016579863,0.0000037389568,0.00046489266,0.03918778,0.00009375533,0.00016085409,0.021441942,0.9365544,0.000008649671],"about_ca_topic_score_codex":0.0131116435,"about_ca_topic_score_gemma":0.05644221,"teacher_disagreement_score":0.0131116435,"about_ca_system_score_codex":0.0023429093,"about_ca_system_score_gemma":0.0018514944,"threshold_uncertainty_score":0.038547933},"labels":[],"label_agreement":null},{"id":"W4394201487","doi":"10.11647/obp.0373.03","title":"The Future Demand and Supply of Critical Minerals","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Extraction and Separation Processes","field":"Engineering","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":"University of British Columbia","funders":"","keywords":"Supply and demand; Business; Economics; Macroeconomics","score_opus":0.011640471138470884,"score_gpt":0.2604480545316024,"score_spread":0.24880758339313153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394201487","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":[0.018897489,0.079739206,0.0035161562,0.026704088,0.0026277495,0.00001939313,0.00062598987,0.00008398876,0.8677858],"genre_scores_gemma":[0.14518479,0.12252437,0.0029199736,0.0049856505,0.0019698942,0.000038298815,0.0007415534,0.00012774942,0.7215077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99988973,0.000010178243,0.0000035551575,0.000022317254,0.00005860488,0.000015520769],"domain_scores_gemma":[0.9999187,0.00003495843,0.0000080156315,0.000005231539,0.000024152332,0.0000089086325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122049634,0.0003272581,0.00016437421,0.0005945794,0.00064325664,0.0023874193,0.00034302878,0.0008726594,0.015526627],"category_scores_gemma":[0.00032069426,0.00016251917,0.00018169543,0.0011284798,0.00075570977,0.0033317204,0.00073191896,0.0010024022,0.0031491495],"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":[0.00005773419,0.000038891758,0.0012176373,0.0007163915,0.0000102025815,0.000526535,0.0019216368,0.0015798964,0.004394138,0.600741,0.20715348,0.18164246],"study_design_scores_gemma":[0.0000018174151,0.000011213242,0.00037725293,0.0002042917,0.0000024309081,0.00028343327,0.00088172284,0.00032719434,0.00038934112,0.036458533,0.96105665,0.000006143195],"about_ca_topic_score_codex":0.002937061,"about_ca_topic_score_gemma":0.0047843657,"teacher_disagreement_score":0.015526627,"about_ca_system_score_codex":0.0015425839,"about_ca_system_score_gemma":0.0012651864,"threshold_uncertainty_score":0.051941752},"labels":[],"label_agreement":null},{"id":"W4394570439","doi":"10.11647/obp.0373.27","title":"Mine Waste","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Mining Techniques and Economics","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 British Columbia","funders":"","keywords":"Environmental science; Waste management; Engineering","score_opus":0.02043182595781048,"score_gpt":0.2143762234240395,"score_spread":0.19394439746622902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394570439","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":[0.0034603437,0.04525663,0.004234828,0.0031803905,0.0029731984,0.000082185936,0.0008363042,0.00044363565,0.93953246],"genre_scores_gemma":[0.010823937,0.028831614,0.002725082,0.001647393,0.00037364985,0.000031923213,0.00074658846,0.00016027348,0.9546596],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964297,0.000028126606,0.000020891915,0.00006092556,0.00021478566,0.000032424818],"domain_scores_gemma":[0.999861,0.000022427152,0.000015046341,0.000025592393,0.000060123813,0.000015833983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018444764,0.00079617975,0.00052515545,0.001493433,0.0013282342,0.0056251897,0.0007789406,0.0012279488,0.07096751],"category_scores_gemma":[0.00042697543,0.00023885329,0.00052618055,0.0025703618,0.0006555573,0.0024081063,0.0017098726,0.0010965487,0.041861027],"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":[0.000057150708,0.00010824199,0.00046822542,0.0010767424,0.000014924073,0.00060740666,0.0004771467,0.00054187176,0.004856673,0.13085195,0.3702072,0.4907324],"study_design_scores_gemma":[0.0000010718811,0.000007812226,0.000116396885,0.000117056,0.0000015802099,0.00027699638,0.00007189198,0.00003469907,0.00058329524,0.0036683741,0.995118,0.0000029247356],"about_ca_topic_score_codex":0.0013007884,"about_ca_topic_score_gemma":0.0028861086,"teacher_disagreement_score":0.07096751,"about_ca_system_score_codex":0.0010048557,"about_ca_system_score_gemma":0.0012818328,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4394570453","doi":"10.11647/obp.0373.14","title":"A Matter of Trust","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Mining and Resource Management","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 British Columbia","funders":"","keywords":"Psychology","score_opus":0.012735014964270945,"score_gpt":0.20404049935970478,"score_spread":0.19130548439543382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394570453","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":[0.004917608,0.0075657265,0.0075393324,0.33573088,0.008833071,0.00006196075,0.00009735801,0.00021326581,0.6350409],"genre_scores_gemma":[0.33170414,0.0076998365,0.0031827851,0.11028444,0.004551232,0.00017116532,0.00019563826,0.0007546955,0.54145604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9777957,0.009312088,0.0008389851,0.0029776152,0.006373748,0.0027018974],"domain_scores_gemma":[0.9675281,0.008722525,0.002048996,0.0059860144,0.007447094,0.008267281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010563823,0.0005700956,0.0010830918,0.001001752,0.01142738,0.02486808,0.00213028,0.008207461,0.034006175],"category_scores_gemma":[0.042827953,0.00045109793,0.00039230796,0.0017033987,0.028957197,0.027518773,0.010086677,0.015407166,0.01744184],"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":[0.000016500333,0.000022798858,0.0003146406,0.00007775916,0.000014752092,0.00021373726,0.012206651,0.000084702544,0.00014590511,0.7347431,0.23183094,0.020328557],"study_design_scores_gemma":[0.0000049139517,0.000012523063,0.00014229078,0.00020123976,0.000003868336,0.0001579564,0.0052402643,0.000094360206,0.000050565835,0.09711054,0.8969685,0.000012986406],"about_ca_topic_score_codex":0.006802559,"about_ca_topic_score_gemma":0.0067757983,"teacher_disagreement_score":0.034006175,"about_ca_system_score_codex":0.00954325,"about_ca_system_score_gemma":0.01450782,"threshold_uncertainty_score":0.11376202},"labels":[],"label_agreement":null},{"id":"W4394570473","doi":"10.11647/obp.0373.30","title":"The End of Endlessness","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Ecocriticism and Environmental Literature","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"History","score_opus":0.01869844582869928,"score_gpt":0.20866870021732328,"score_spread":0.189970254388624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394570473","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":[0.03220709,0.026563186,0.005008456,0.21099567,0.0050798855,0.000042080006,0.000111517664,0.00029348675,0.7196986],"genre_scores_gemma":[0.67585796,0.010710195,0.0015261159,0.07723546,0.0015822656,0.0000805339,0.00012378048,0.00037959058,0.23250405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961344,0.0014292941,0.0000673131,0.00036206417,0.0009080685,0.0010988788],"domain_scores_gemma":[0.99678266,0.0010854107,0.00018811286,0.00036219298,0.0005581917,0.0010234198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003919218,0.0005434847,0.000568038,0.0010435206,0.018478595,0.013560893,0.0017964098,0.0044961385,0.010981659],"category_scores_gemma":[0.0064656734,0.00023420325,0.00041041616,0.0007446574,0.063945934,0.013857273,0.013337528,0.009158794,0.002174847],"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":[0.000016362343,0.000015066208,0.00030237288,0.00006559609,0.0000040570653,0.00033508622,0.061651204,0.00004142206,0.0001383758,0.83792585,0.07589618,0.023608312],"study_design_scores_gemma":[0.000004737331,0.00001266659,0.00031487207,0.00035168568,0.0000033431893,0.0002711317,0.034551673,0.000051828763,0.00013602084,0.10963935,0.8546506,0.000012089508],"about_ca_topic_score_codex":0.038587794,"about_ca_topic_score_gemma":0.06714101,"teacher_disagreement_score":0.038587794,"about_ca_system_score_codex":0.012017837,"about_ca_system_score_gemma":0.012644699,"threshold_uncertainty_score":0.08719587},"labels":[],"label_agreement":null},{"id":"W4394577624","doi":"10.11647/obp.0373.25","title":"Lithium","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Bipolar Disorder and Treatment","field":"Medicine","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":"Lithium (medication); Psychology; Psychiatry","score_opus":0.026259203140087187,"score_gpt":0.2784433818909219,"score_spread":0.2521841787508347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577624","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":[0.0029791528,0.108155094,0.0069896984,0.002848206,0.0040917983,0.00010478839,0.0013129847,0.0021847684,0.8713335],"genre_scores_gemma":[0.011720518,0.030572055,0.0030007625,0.0022690522,0.000522164,0.00006438098,0.0009471874,0.00028520936,0.9506187],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976355,0.000014463093,0.000011182608,0.000061295024,0.00012365507,0.000025748825],"domain_scores_gemma":[0.9999243,0.000011374379,0.000008422007,0.0000116953315,0.00003119909,0.000012961265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012681646,0.0009420333,0.00066622626,0.0018315685,0.001240106,0.0022527655,0.0011250253,0.0010733283,0.12029692],"category_scores_gemma":[0.00036733822,0.0003242933,0.0006499416,0.0018037716,0.0005768588,0.0024765062,0.0015197905,0.001453011,0.07805864],"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":[0.00016373688,0.000097480624,0.00020446803,0.0020464936,0.00002516143,0.00047125446,0.00035287996,0.00036239158,0.012384275,0.07337605,0.44280848,0.46770746],"study_design_scores_gemma":[0.0000059710746,0.00001840991,0.000063064566,0.000104725346,0.0000047463936,0.00034851217,0.000019776038,0.000062508305,0.0011849843,0.0037618557,0.99441755,0.000007875762],"about_ca_topic_score_codex":0.0013263709,"about_ca_topic_score_gemma":0.002392895,"teacher_disagreement_score":0.12029692,"about_ca_system_score_codex":0.00095212914,"about_ca_system_score_gemma":0.00067405275,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4394577637","doi":"10.11647/obp.0373.15","title":"The Heavy Metal Suite","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Diverse Musicological Studies","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Suite; Environmental science; Geography; Archaeology","score_opus":0.11794153055512258,"score_gpt":0.24424793876657894,"score_spread":0.12630640821145636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577637","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":[0.007426229,0.003405396,0.0005929574,0.0019237231,0.0006780148,0.00001902548,0.00004587461,0.000073851385,0.9858349],"genre_scores_gemma":[0.046904996,0.003401484,0.0010111479,0.00075781246,0.00031436118,0.000017465818,0.00007440057,0.000094033814,0.94742435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970055,0.000038863436,0.000005827217,0.000035895737,0.00016037782,0.000058447407],"domain_scores_gemma":[0.99991333,0.000018740193,0.0000050938625,0.0000117960835,0.000017236818,0.000033771164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020997979,0.00039364368,0.00017527834,0.0008558819,0.0034610315,0.0038674967,0.0005715033,0.0006955728,0.03746161],"category_scores_gemma":[0.00035920853,0.00016001062,0.00019334623,0.0008337339,0.002176986,0.0014790158,0.0033681057,0.0013743868,0.0063563082],"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":[0.000086173255,0.00005306469,0.00068274734,0.00026417596,0.0000069114194,0.00066256395,0.010505615,0.00018054836,0.0032818052,0.37357765,0.35859683,0.25210196],"study_design_scores_gemma":[0.0000019609872,0.000010313174,0.00029873895,0.000045627618,8.653291e-7,0.00021156529,0.0011544212,0.000021258713,0.00024953837,0.0029562907,0.9950472,0.000002293827],"about_ca_topic_score_codex":0.0061769984,"about_ca_topic_score_gemma":0.023673313,"teacher_disagreement_score":0.03746161,"about_ca_system_score_codex":0.0013353041,"about_ca_system_score_gemma":0.0015114235,"threshold_uncertainty_score":0.12532157},"labels":[],"label_agreement":null},{"id":"W4394577701","doi":"10.11647/obp.0373.24","title":"The Copper Supply Gap","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Extraction and Separation Processes","field":"Engineering","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":"Copper; Environmental science; Materials science; Metallurgy","score_opus":0.025189387719083148,"score_gpt":0.25814639619730406,"score_spread":0.23295700847822093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577701","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":[0.0024846005,0.040922757,0.0031579959,0.013740745,0.003461665,0.000025374118,0.00013278576,0.00018181573,0.9358922],"genre_scores_gemma":[0.034959007,0.039834246,0.0023508058,0.005280639,0.0015870276,0.000063415326,0.00016332965,0.00033354378,0.9154279],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995191,0.00006403879,0.000014598072,0.00009667761,0.00022852524,0.000077018376],"domain_scores_gemma":[0.9997578,0.00008009228,0.000019471965,0.000028366796,0.00007205346,0.000042194955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003382165,0.0007654517,0.00043227882,0.0011693476,0.002222879,0.0058032167,0.0007385668,0.0019204628,0.049864143],"category_scores_gemma":[0.0010069156,0.00033480578,0.0002979965,0.0017093364,0.002224919,0.007158714,0.0038099543,0.0030608722,0.017973749],"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":[0.00003423569,0.000028559032,0.00015122445,0.00045093233,0.0000058145215,0.00035274058,0.0014245954,0.00027983944,0.0014642861,0.6039471,0.26442075,0.12743984],"study_design_scores_gemma":[0.0000014173933,0.000006712436,0.00005493072,0.00012883246,0.0000014097134,0.00012806132,0.00028751217,0.000054156208,0.0002528884,0.022154808,0.9769264,0.0000028264226],"about_ca_topic_score_codex":0.0023305567,"about_ca_topic_score_gemma":0.0030517597,"teacher_disagreement_score":0.049864143,"about_ca_system_score_codex":0.0026499624,"about_ca_system_score_gemma":0.0029898225,"threshold_uncertainty_score":0.16681218},"labels":[],"label_agreement":null},{"id":"W4394577756","doi":"10.11647/obp.0373","title":"Heavy Metal","year":2024,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Aluminum toxicity and tolerance in plants and animals","field":"Agricultural and Biological Sciences","cited_by":1,"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 the Arctic; University College London; Natural Sciences and Engineering Research Council of Canada; Andrew W. Mellon Foundation; University of Alberta; Harvard University; National Science Foundation","keywords":"Environmental science","score_opus":0.032733659472440474,"score_gpt":0.24063758648156777,"score_spread":0.2079039270091273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577756","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":[0.001337881,0.020656437,0.002548948,0.002698561,0.0045539844,0.0000821456,0.00071970676,0.00076985,0.9666325],"genre_scores_gemma":[0.0022082687,0.0034863378,0.000722835,0.0007786375,0.00020659839,0.000016308906,0.00024877302,0.0000983628,0.9922339],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976844,0.000013047701,0.000007652943,0.000056595232,0.00013288402,0.000021377924],"domain_scores_gemma":[0.9999049,0.0000134322445,0.00000649917,0.000013298842,0.000043862685,0.000017970371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106612315,0.00087524,0.0004885845,0.0010412654,0.001380519,0.0035525984,0.0008172682,0.0013281779,0.1927888],"category_scores_gemma":[0.00033562726,0.0003104977,0.00053991535,0.0012268856,0.0006553262,0.0022255373,0.001519527,0.0015928107,0.14553934],"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":[0.000047426955,0.000060846505,0.00018490053,0.0005779434,0.000008938336,0.00028937668,0.00031217872,0.00018354597,0.0065807113,0.031281594,0.7237096,0.23676299],"study_design_scores_gemma":[0.0000017370519,0.000007242073,0.000091009155,0.000046896934,0.0000014679863,0.00013907487,0.000038396378,0.000031972606,0.00041942077,0.0016731659,0.9975471,0.0000024751123],"about_ca_topic_score_codex":0.0021668896,"about_ca_topic_score_gemma":0.005922588,"teacher_disagreement_score":0.1927888,"about_ca_system_score_codex":0.0008968663,"about_ca_system_score_gemma":0.0008714479,"threshold_uncertainty_score":0.64494276},"labels":[],"label_agreement":null},{"id":"W4394577824","doi":"10.11647/obp.0373.11","title":"Indigenous Mining","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Mining Techniques and Economics","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":"University of British Columbia","funders":"","keywords":"Indigenous; Geography; Biology; Ecology","score_opus":0.021112567771923326,"score_gpt":0.21847715559707287,"score_spread":0.19736458782514954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577824","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":[0.0021976982,0.008955477,0.00084824866,0.0011601828,0.00060720363,0.0000230506,0.000055734567,0.000057110225,0.98609525],"genre_scores_gemma":[0.018780923,0.008979166,0.0012611584,0.00051217683,0.00014194704,0.00001870677,0.00006248819,0.00006096432,0.9701825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99974495,0.000034774275,0.000010087314,0.00004929373,0.00011552656,0.00004532195],"domain_scores_gemma":[0.9998919,0.000026420637,0.000008364058,0.000024668841,0.000033021795,0.000015720056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020752009,0.00044618346,0.00028540555,0.00080223836,0.002899141,0.0028722822,0.00074954645,0.0007808495,0.044086903],"category_scores_gemma":[0.00053490285,0.00017139806,0.000249914,0.0012752485,0.0016579326,0.0026832279,0.0016903734,0.0012166661,0.009820694],"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":[0.00002526838,0.0000466946,0.0004481709,0.000896453,0.00001054732,0.00081145955,0.013189905,0.00019626267,0.001593634,0.54124147,0.18792644,0.25361374],"study_design_scores_gemma":[5.4678e-7,0.0000044022095,0.0003259259,0.000117653224,0.0000016601434,0.00028757376,0.0006624931,0.000039416114,0.00014483799,0.0061718444,0.99224126,0.0000024949243],"about_ca_topic_score_codex":0.007704872,"about_ca_topic_score_gemma":0.030961987,"teacher_disagreement_score":0.044086903,"about_ca_system_score_codex":0.0015046556,"about_ca_system_score_gemma":0.0015612087,"threshold_uncertainty_score":0.14748538},"labels":[],"label_agreement":null},{"id":"W4394577834","doi":"10.11647/obp.0373.26","title":"Metal and Water","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Environmental and Social Impact Assessments","field":"Environmental 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 British Columbia","funders":"","keywords":"Environmental science","score_opus":0.016456260855581,"score_gpt":0.25222294926298566,"score_spread":0.23576668840740467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577834","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":[0.0013305419,0.06253265,0.0018637952,0.0067871227,0.0026437226,0.000031943786,0.00012249299,0.00011133699,0.92457646],"genre_scores_gemma":[0.012339086,0.026641613,0.0018318286,0.0031664912,0.00083612144,0.000033744607,0.00008668767,0.00010011832,0.9549642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980336,0.00002569005,0.000006592241,0.000050650066,0.000093897375,0.000019784033],"domain_scores_gemma":[0.99992764,0.000030975272,0.000005814794,0.000008646107,0.000016546619,0.000010350817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014505506,0.0005376173,0.00030978303,0.00086924725,0.0016080323,0.0040476103,0.0006494784,0.0013825676,0.047923293],"category_scores_gemma":[0.0004418386,0.00021836319,0.00025889697,0.0013237277,0.002303423,0.0038241257,0.0018877211,0.0015478124,0.013898073],"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":[0.000025630898,0.000040246763,0.00020193245,0.0004862631,0.000006244563,0.00016298122,0.0019414052,0.000289981,0.0014903736,0.45920232,0.30247164,0.23368102],"study_design_scores_gemma":[0.0000010898615,0.0000049641885,0.000073076684,0.00009150933,0.0000010856188,0.00007361324,0.00019412806,0.00002563225,0.00008847433,0.0169273,0.9825173,0.0000018198579],"about_ca_topic_score_codex":0.003342821,"about_ca_topic_score_gemma":0.008933669,"teacher_disagreement_score":0.047923293,"about_ca_system_score_codex":0.0013121251,"about_ca_system_score_gemma":0.0010376603,"threshold_uncertainty_score":0.16031939},"labels":[],"label_agreement":null},{"id":"W4394577924","doi":"10.11647/obp.0373.07","title":"Mining in Icy Worlds","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Marine and environmental studies","field":"Earth and Planetary 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 Alberta","funders":"","keywords":"Astrobiology; Geography; Biology","score_opus":0.02274880120630937,"score_gpt":0.21132198507343442,"score_spread":0.18857318386712504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577924","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":[0.0022772436,0.0069584073,0.0005461966,0.0030383407,0.00053036114,0.000013238262,0.000032963566,0.000034523255,0.9865687],"genre_scores_gemma":[0.08832305,0.021999808,0.0021443085,0.003373376,0.0007989358,0.00008350496,0.00017651213,0.00017797187,0.8829224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955386,0.00010142791,0.000015434827,0.0000733993,0.00015694698,0.00009889596],"domain_scores_gemma":[0.9998011,0.000044209282,0.000016830756,0.00005824717,0.000033127835,0.000046552337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003406454,0.0006148835,0.0003791125,0.0023447224,0.0045642694,0.010295884,0.00065647694,0.0012907154,0.03185609],"category_scores_gemma":[0.0008422185,0.00023872872,0.0003417792,0.003102297,0.004967006,0.005476651,0.004335994,0.0022973435,0.005007416],"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":[0.000019068297,0.000018553148,0.0002805261,0.0001016127,0.000005929795,0.00024910254,0.00570472,0.0001313868,0.00022603395,0.8368468,0.09673315,0.05968311],"study_design_scores_gemma":[0.0000016127387,0.000004007942,0.00023411408,0.0001106345,0.0000014820083,0.000121882396,0.00115903,0.00003674846,0.00005617211,0.026310744,0.97196126,0.0000021894853],"about_ca_topic_score_codex":0.005550062,"about_ca_topic_score_gemma":0.018551743,"teacher_disagreement_score":0.03185609,"about_ca_system_score_codex":0.002769448,"about_ca_system_score_gemma":0.0021828888,"threshold_uncertainty_score":0.10656923},"labels":[],"label_agreement":null},{"id":"W4394577935","doi":"10.11647/obp.0373.04","title":"Where We Find Metals","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Extraction and Separation Processes","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 British Columbia","funders":"","keywords":"Environmental science; Geology","score_opus":0.027882544646343554,"score_gpt":0.26241441427090983,"score_spread":0.2345318696245663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577935","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":[0.0017269093,0.06673934,0.0033215145,0.01879432,0.0071326485,0.000039189217,0.0003638559,0.00045995173,0.9014222],"genre_scores_gemma":[0.006804027,0.032557283,0.0029065376,0.0056187585,0.0011367525,0.000023774524,0.0001787719,0.0002914993,0.95048255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972826,0.000028220415,0.000010455125,0.00006938478,0.00012833298,0.000035325516],"domain_scores_gemma":[0.99987805,0.000027509886,0.000008612974,0.000015995056,0.000044948873,0.000024944482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018519344,0.0006906017,0.00048181938,0.001058865,0.0016389561,0.0059616873,0.0007708388,0.001373191,0.087988086],"category_scores_gemma":[0.0005022558,0.00028248402,0.0004901904,0.0013075025,0.0014361091,0.007221392,0.0017568935,0.002369194,0.07623849],"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":[0.000029729192,0.000050438262,0.0003421272,0.0006840616,0.000014877805,0.00040818797,0.0024943787,0.00017246522,0.003695492,0.18794043,0.57210386,0.232064],"study_design_scores_gemma":[9.958386e-7,0.0000036526417,0.000063148625,0.00013085573,0.0000018575641,0.00015918315,0.00027778719,0.000016236836,0.00019305428,0.008661665,0.9904885,0.00000291061],"about_ca_topic_score_codex":0.0021655497,"about_ca_topic_score_gemma":0.0048664357,"teacher_disagreement_score":0.087988086,"about_ca_system_score_codex":0.0010321775,"about_ca_system_score_gemma":0.0010173246,"threshold_uncertainty_score":0.29434943},"labels":[],"label_agreement":null},{"id":"W4394577936","doi":"10.11647/obp.0373.01","title":"Introduction","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Mining and Resource Management","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 British Columbia","funders":"","keywords":"Philosophy","score_opus":0.011140484863738892,"score_gpt":0.19884265254521186,"score_spread":0.18770216768147296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577936","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":[0.0006085415,0.0059691924,0.00281163,0.0073658493,0.01008546,0.0001165805,0.0019879837,0.0007466359,0.9703081],"genre_scores_gemma":[0.003278475,0.004587455,0.0016123374,0.0032581994,0.0022308507,0.000087266984,0.0020882916,0.00039198768,0.9824651],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991165,0.000094321476,0.00004362926,0.00020187035,0.0004522619,0.00009153938],"domain_scores_gemma":[0.99919087,0.00015211244,0.000034518394,0.00009301923,0.00039722948,0.00013219009],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005290345,0.0008624783,0.00056991004,0.0014184605,0.0017378589,0.005695315,0.0016565305,0.0022584726,0.4073521],"category_scores_gemma":[0.0025637615,0.0002944772,0.00052261347,0.0013282272,0.0008268227,0.003690324,0.0024864338,0.0023436318,0.2647437],"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":[0.000020534184,0.00003096769,0.0001438005,0.00019874469,0.0000022765987,0.000092127324,0.00035347688,0.00012784978,0.0002860521,0.05133699,0.8543495,0.093057625],"study_design_scores_gemma":[7.6623877e-7,0.0000042954134,0.000055305078,0.00006397594,4.1246096e-7,0.000047843572,0.00004743075,0.000013777936,0.000026236698,0.001965441,0.99777275,0.0000017935445],"about_ca_topic_score_codex":0.0022230442,"about_ca_topic_score_gemma":0.0028980304,"teacher_disagreement_score":0.4073521,"about_ca_system_score_codex":0.001717616,"about_ca_system_score_gemma":0.0016741643,"threshold_uncertainty_score":0.8453403},"labels":[],"label_agreement":null},{"id":"W4394577960","doi":"10.11647/obp.0373.02","title":"Colonialism and Mining","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Mining and Resource Management","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":"Colonialism; History; Archaeology","score_opus":0.015289625384184515,"score_gpt":0.21331991894142038,"score_spread":0.19803029355723586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577960","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":[0.023771774,0.04333262,0.0009096291,0.015340231,0.00062888255,0.000010915497,0.000015776375,0.000018817598,0.9159714],"genre_scores_gemma":[0.673918,0.044636,0.0011825231,0.0050439355,0.0007407849,0.000028140055,0.000033982964,0.00008356831,0.2743331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995321,0.00017861626,0.000014985695,0.00006180035,0.000114591865,0.00009781523],"domain_scores_gemma":[0.9996778,0.00013974257,0.00004325346,0.000044459954,0.000041099054,0.000053689782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038718036,0.00019609286,0.00016410516,0.00051252113,0.004557693,0.0036478532,0.00042035774,0.0007694132,0.0036239882],"category_scores_gemma":[0.001556047,0.00013659787,0.00011858867,0.0010029299,0.009387188,0.0026718574,0.0026540651,0.0015691597,0.00046234523],"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":[0.000009480496,0.000009841737,0.00057329313,0.000071658396,0.0000024386366,0.00028248108,0.016451877,0.00011067468,0.00016651831,0.92991203,0.015302366,0.037107345],"study_design_scores_gemma":[0.0000030693116,0.000009945897,0.0013046472,0.00026702756,0.000002317037,0.00035965926,0.005012256,0.00008937822,0.00011208306,0.09920866,0.89362556,0.000005294007],"about_ca_topic_score_codex":0.013545791,"about_ca_topic_score_gemma":0.026596308,"teacher_disagreement_score":0.013545791,"about_ca_system_score_codex":0.0024056288,"about_ca_system_score_gemma":0.0022846165,"threshold_uncertainty_score":0.026933849},"labels":[],"label_agreement":null},{"id":"W4394577993","doi":"10.11647/obp.0373.29","title":"A New Life for Old Metals","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Metallurgy and Cultural Artifacts","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 British Columbia","funders":"","keywords":"History","score_opus":0.08362360611678085,"score_gpt":0.3290306818203114,"score_spread":0.24540707570353057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577993","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":[0.0031851097,0.1572249,0.0041891662,0.04622551,0.017435715,0.00005202081,0.00013240633,0.0003830431,0.7711721],"genre_scores_gemma":[0.01672811,0.04615323,0.0036306505,0.01508481,0.0050812424,0.00005598017,0.00008244049,0.0002985972,0.9128849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992786,0.00017359367,0.000025008443,0.00013789858,0.00029873854,0.000086165535],"domain_scores_gemma":[0.99945575,0.00018418055,0.00003757521,0.00010497424,0.000107061926,0.00011045938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059444364,0.0009962597,0.0005773577,0.0014294472,0.0039564823,0.0065551973,0.0010387527,0.0024880772,0.03085075],"category_scores_gemma":[0.0014727687,0.00027348063,0.0005757973,0.0011934977,0.008322714,0.010021297,0.004250809,0.00604065,0.015830526],"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":[0.0000280002,0.000041645286,0.0001469573,0.0003542323,0.000009235001,0.00019253152,0.005103575,0.00008764499,0.0006911975,0.5800411,0.32292783,0.09037611],"study_design_scores_gemma":[9.0666174e-7,0.000005240947,0.00002933157,0.00008132885,8.6053547e-7,0.00007251669,0.00029208316,0.000011492126,0.000039954437,0.01780028,0.9816638,0.0000021172975],"about_ca_topic_score_codex":0.0013359986,"about_ca_topic_score_gemma":0.003923673,"teacher_disagreement_score":0.03085075,"about_ca_system_score_codex":0.0025425474,"about_ca_system_score_gemma":0.0021461402,"threshold_uncertainty_score":0.10320598},"labels":[],"label_agreement":null},{"id":"W4394578000","doi":"10.11647/obp.0373.12","title":"Can Small Mining Be Beautiful?","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Mining and Resource Management","field":"Engineering","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":"Computer science; Geography","score_opus":0.027768656446431735,"score_gpt":0.2097231396803016,"score_spread":0.18195448323386987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394578000","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":[0.016118567,0.051176716,0.0027546983,0.07964971,0.0075182277,0.00003093748,0.00010562092,0.00019728993,0.8424483],"genre_scores_gemma":[0.2632325,0.05280788,0.0033753975,0.018181328,0.003462365,0.00004788971,0.00015444796,0.00032603473,0.6584121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972636,0.00006218094,0.0000053833724,0.000052989686,0.00010321477,0.00004992654],"domain_scores_gemma":[0.9995813,0.00016273289,0.000035475434,0.000053249405,0.000058173195,0.00010905539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061159354,0.0004320924,0.00028462158,0.0006649722,0.003066392,0.0049779527,0.00071528973,0.0015293603,0.024878822],"category_scores_gemma":[0.0019093314,0.00019791434,0.00029211494,0.00094401045,0.006357808,0.0064203446,0.0019508343,0.0018033457,0.0057467306],"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":[0.000091864626,0.000059947575,0.0012366872,0.0004060357,0.000010622759,0.00088675146,0.0059807277,0.0002389491,0.0009213622,0.48086488,0.3260159,0.18328628],"study_design_scores_gemma":[0.0000038575586,0.000021462612,0.00064938713,0.00016667353,0.000003390513,0.0004907966,0.0021823107,0.00006617358,0.00013818617,0.066922806,0.9293482,0.0000066921984],"about_ca_topic_score_codex":0.0022063325,"about_ca_topic_score_gemma":0.008904463,"teacher_disagreement_score":0.024878822,"about_ca_system_score_codex":0.0010638711,"about_ca_system_score_gemma":0.0013474649,"threshold_uncertainty_score":0.08322799},"labels":[],"label_agreement":null},{"id":"W4394578023","doi":"10.11647/obp.0373.13","title":"A Closer Relationship with Our Metals","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Extraction and Separation Processes","field":"Engineering","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":"Psychology","score_opus":0.037702907676886235,"score_gpt":0.2712252591023837,"score_spread":0.2335223514254975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394578023","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":[0.001988879,0.022198712,0.0025059988,0.064469844,0.008249065,0.00003147525,0.00007320637,0.00020401129,0.9002788],"genre_scores_gemma":[0.018878171,0.011417289,0.0025333273,0.02768521,0.003061845,0.000029066377,0.00008023503,0.0002221271,0.93609273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798346,0.0005742121,0.000063078056,0.00041521588,0.000748798,0.00021529503],"domain_scores_gemma":[0.99847883,0.0003997085,0.0001220942,0.00023397314,0.0004234303,0.00034200845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012625993,0.00078484917,0.00065372617,0.0011999216,0.0058263727,0.0136042405,0.00093498756,0.003662405,0.098940164],"category_scores_gemma":[0.003254438,0.00030109193,0.00059620687,0.0017666833,0.006398884,0.011905662,0.0055395444,0.009391356,0.055354543],"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":[0.000028604547,0.00009354307,0.00050000765,0.0002596435,0.0000149814,0.00038901423,0.015005241,0.000081574006,0.0011007598,0.32455793,0.5421868,0.1157819],"study_design_scores_gemma":[9.3238987e-7,0.000005417976,0.00007494751,0.000064423526,0.0000014011013,0.00015583205,0.0008275743,0.0000076286296,0.000043640885,0.005529831,0.9932854,0.0000029835965],"about_ca_topic_score_codex":0.0028545912,"about_ca_topic_score_gemma":0.0058999113,"teacher_disagreement_score":0.098940164,"about_ca_system_score_codex":0.0029862486,"about_ca_system_score_gemma":0.002931266,"threshold_uncertainty_score":0.3309878},"labels":[],"label_agreement":null},{"id":"W4394578037","doi":"10.11647/obp.0373.08","title":"Landscapes of Extraction","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","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":"Extraction (chemistry); Geography; Chromatography; Chemistry","score_opus":0.035880371597782575,"score_gpt":0.24865556386277163,"score_spread":0.21277519226498906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394578037","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":[0.005915614,0.015638882,0.0015991187,0.0037606591,0.00027493306,0.000012797232,0.00011740774,0.0000478425,0.9726328],"genre_scores_gemma":[0.28504238,0.025985334,0.0020308453,0.0025863687,0.00028978015,0.000055925473,0.00035208592,0.00031550063,0.6833418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962175,0.00012145947,0.000009295898,0.00005843065,0.00010260895,0.00008639872],"domain_scores_gemma":[0.9998983,0.00003011383,0.000010360331,0.000022257358,0.000020929481,0.000017901626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035945483,0.0004208435,0.00025929863,0.0011173418,0.0055152834,0.008894184,0.0006132883,0.0007460912,0.031854585],"category_scores_gemma":[0.00078049576,0.00020561436,0.00019898171,0.002072395,0.006666468,0.0058151362,0.0048168767,0.0012083005,0.0043700123],"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":[0.000025300964,0.000012188582,0.00049434125,0.00012207073,0.0000042269253,0.000294759,0.024824549,0.00017436816,0.00053486164,0.82783395,0.069654405,0.07602496],"study_design_scores_gemma":[0.00000100456,0.0000027412339,0.00046237223,0.00010223832,0.0000010856207,0.00016832538,0.0061231274,0.000019920331,0.00008207367,0.021090792,0.9719434,0.0000029683652],"about_ca_topic_score_codex":0.009034245,"about_ca_topic_score_gemma":0.024460627,"teacher_disagreement_score":0.031854585,"about_ca_system_score_codex":0.004150428,"about_ca_system_score_gemma":0.0017417645,"threshold_uncertainty_score":0.106564224},"labels":[],"label_agreement":null},{"id":"W4394578110","doi":"10.11647/obp.0373.10","title":"The Face of Mining","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Mining Techniques and Economics","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":true,"ca_institutions":"University of British Columbia; Environment and Climate Change Canada","funders":"","keywords":"Face (sociological concept); Computer science; Mining engineering; Geology; Sociology; Social science","score_opus":0.021659020334750208,"score_gpt":0.22233686102484085,"score_spread":0.20067784069009065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394578110","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":[0.01280425,0.020559257,0.0011727165,0.08650325,0.0023037398,0.000009383485,0.0000384968,0.00002654627,0.87658244],"genre_scores_gemma":[0.29811224,0.0278013,0.0012504262,0.022437003,0.0022441046,0.000034415658,0.00006925077,0.00009479043,0.6479565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928975,0.00015705671,0.000011518014,0.00007114057,0.00034164442,0.00012886045],"domain_scores_gemma":[0.99972075,0.000086976506,0.00002172713,0.000035265566,0.00006778655,0.00006743121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063853926,0.0002450036,0.00025758587,0.0004916389,0.0059938007,0.007933553,0.00064431503,0.002691887,0.015319813],"category_scores_gemma":[0.0013824116,0.00017098883,0.00017786534,0.00085362955,0.008875004,0.006552611,0.0031342441,0.0037545736,0.0022681346],"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":[0.000018111628,0.000013568554,0.00033939476,0.00007845657,0.00000398925,0.00029182277,0.010696119,0.00013365436,0.00038748232,0.8470786,0.09888921,0.042069625],"study_design_scores_gemma":[0.0000017088369,0.00000572253,0.0002609644,0.00012310767,0.0000013528253,0.00022845165,0.005251052,0.000073065516,0.000088832116,0.06723117,0.92673105,0.0000035149333],"about_ca_topic_score_codex":0.006027217,"about_ca_topic_score_gemma":0.013582688,"teacher_disagreement_score":0.015319813,"about_ca_system_score_codex":0.0030905118,"about_ca_system_score_gemma":0.0040101465,"threshold_uncertainty_score":0.05124992},"labels":[],"label_agreement":null},{"id":"W4394688787","doi":"10.11647/obp.0388.03","title":"3. Revisiting Definitions and Challenges of Intangible Cultural Heritage","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Cultural Heritage Management and Preservation","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":"Concordia University","funders":"Arab-German Young Academy of Sciences and Humanities","keywords":"Cultural heritage; Intangible cultural heritage; Cultural heritage management; Geography; Environmental ethics; History; Sociology; Environmental planning; Political science; Archaeology; Philosophy","score_opus":0.24097762055088348,"score_gpt":0.2646003816690045,"score_spread":0.023622761118121033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394688787","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":[0.017157916,0.051397275,0.017057309,0.05325455,0.0031505153,0.000039834715,0.000093428614,0.000058985694,0.8577902],"genre_scores_gemma":[0.71000016,0.055805672,0.023978775,0.021908138,0.004144373,0.00021266582,0.00018641436,0.00021874503,0.18354504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99841166,0.0007079099,0.000048089412,0.0001680058,0.00046516224,0.00019913488],"domain_scores_gemma":[0.99873775,0.00071093027,0.00009536185,0.00011166454,0.00026566006,0.00007867191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002496375,0.0006675237,0.00039054223,0.0023509513,0.003799618,0.011089618,0.0019048795,0.0024924432,0.005051203],"category_scores_gemma":[0.0017870945,0.00021292713,0.0004006036,0.0041201026,0.029377192,0.011960049,0.004075898,0.006305404,0.00092362973],"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":[0.0000015452799,0.0000052419628,0.00010194274,0.00004268106,7.921565e-7,0.000089102534,0.0050588865,0.00007220837,0.000025820824,0.98621887,0.003800932,0.00458189],"study_design_scores_gemma":[0.0000041933813,0.00001090154,0.0005861153,0.00047581334,0.0000026971215,0.00033889548,0.022471473,0.00032536898,0.00013862278,0.43794626,0.537689,0.000010704009],"about_ca_topic_score_codex":0.013870743,"about_ca_topic_score_gemma":0.023378678,"teacher_disagreement_score":0.013870743,"about_ca_system_score_codex":0.006237309,"about_ca_system_score_gemma":0.004324906,"threshold_uncertainty_score":0.045255065},"labels":[],"label_agreement":null},{"id":"W4396693239","doi":"10.11647/obp.0371.09","title":"9. The Eucharist in its Liturgical Context","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Christian Theology and Mission","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":"Simon Fraser University","funders":"","keywords":"Eucharist; Context (archaeology); Philosophy; Theology; History; Archaeology","score_opus":0.042587832285361206,"score_gpt":0.2535518222063279,"score_spread":0.21096398992096668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693239","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":[0.04648061,0.0099406075,0.0019817923,0.0089508705,0.000739523,0.000023728551,0.000047925903,0.00003905757,0.9317958],"genre_scores_gemma":[0.8375848,0.0024679028,0.0014975778,0.002407321,0.00060469017,0.0000312236,0.00003306987,0.000071527444,0.1553018],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869436,0.0007955798,0.00002368937,0.000119374934,0.00015092478,0.00021608589],"domain_scores_gemma":[0.9997894,0.00007488075,0.000020886328,0.000025518497,0.00003153925,0.00005770036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096160255,0.00031611757,0.00019077223,0.00055514247,0.008063136,0.005992613,0.0005942596,0.0014041275,0.008967477],"category_scores_gemma":[0.0007314438,0.00014496256,0.00012540698,0.0005631727,0.019770052,0.0021767633,0.0025665811,0.0029741076,0.0012634606],"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":[0.000021882632,0.000011897517,0.00018185518,0.00004166541,0.0000013118902,0.0001596626,0.024868479,0.000056277684,0.00020489862,0.9628755,0.0063531864,0.005223276],"study_design_scores_gemma":[0.000010001636,0.000044863184,0.0014583186,0.000199819,0.000002654108,0.00046546943,0.029413287,0.00011465145,0.000397673,0.047932796,0.9199432,0.00001724251],"about_ca_topic_score_codex":0.007341856,"about_ca_topic_score_gemma":0.018388541,"teacher_disagreement_score":0.008967477,"about_ca_system_score_codex":0.004689094,"about_ca_system_score_gemma":0.0018722126,"threshold_uncertainty_score":0.034021914},"labels":[],"label_agreement":null},{"id":"W4396693283","doi":"10.11647/obp.0371.07","title":"7. Expansion of the Jesus Cult","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Biblical Studies and Interpretation","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":"Simon Fraser University","funders":"","keywords":"Cult; History; Ancient history","score_opus":0.03993707356028757,"score_gpt":0.2444735780521566,"score_spread":0.20453650449186905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693283","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":[0.0139433555,0.005417318,0.0002294746,0.003097003,0.00024276535,0.000008522722,0.000028230634,0.0000151072545,0.97701824],"genre_scores_gemma":[0.55705684,0.008560359,0.0006620164,0.0022283746,0.00038296464,0.000028233222,0.00007360256,0.000038790262,0.4309688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961495,0.000083516796,0.000011338267,0.000036639733,0.00015509795,0.000098378965],"domain_scores_gemma":[0.99986994,0.000026272093,0.000015070458,0.000014859356,0.00004093611,0.00003296585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003776032,0.00017972356,0.000116139076,0.0008457751,0.0038260787,0.003310619,0.0003147568,0.0005260748,0.0078093684],"category_scores_gemma":[0.0004846559,0.00009303355,0.00013304548,0.0008270655,0.0050892397,0.0014824683,0.0022527054,0.0017513267,0.0013241532],"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":[0.000012634342,0.000011444806,0.0003226634,0.000065461674,0.0000012853924,0.0001564944,0.015614235,0.000048960126,0.00021995851,0.9488446,0.012027369,0.022674888],"study_design_scores_gemma":[0.0000049227624,0.000010138453,0.0029683022,0.00028084093,0.0000023972143,0.00024219864,0.008151656,0.00007452879,0.0003274998,0.034384876,0.95354533,0.0000072630733],"about_ca_topic_score_codex":0.014856006,"about_ca_topic_score_gemma":0.030724743,"teacher_disagreement_score":0.014856006,"about_ca_system_score_codex":0.0032954202,"about_ca_system_score_gemma":0.0021740403,"threshold_uncertainty_score":0.029539049},"labels":[],"label_agreement":null},{"id":"W4396693307","doi":"10.11647/obp.0371.19","title":"19. Resembling Jesus","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Biblical Studies and Interpretation","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":"Simon Fraser University","funders":"","keywords":"Art; History","score_opus":0.07813941743080863,"score_gpt":0.28180548778745595,"score_spread":0.20366607035664733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693307","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":[0.012388177,0.0023631586,0.0012155324,0.003405997,0.0006786119,0.00002037609,0.00004355227,0.00006291799,0.9798217],"genre_scores_gemma":[0.54660684,0.0029208935,0.0021465344,0.0044040945,0.00041369715,0.00005379743,0.00008981271,0.00018869275,0.44317555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989127,0.00043738066,0.000030262236,0.00020646965,0.00023711064,0.00017615758],"domain_scores_gemma":[0.99970585,0.0000785503,0.000036308287,0.00007213277,0.000052302883,0.000054747074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007474341,0.00039763626,0.00025619933,0.00076349126,0.007824654,0.005113957,0.0005816657,0.0011198006,0.015193563],"category_scores_gemma":[0.0013921923,0.00016980342,0.00026657674,0.00072925066,0.014033134,0.0034221024,0.0032321035,0.0026425375,0.0042090453],"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":[0.000028327764,0.000013573778,0.00037398783,0.00006736508,0.0000039577094,0.0002974694,0.051133156,0.000050385734,0.00049568375,0.9211765,0.0137766255,0.012582975],"study_design_scores_gemma":[0.0000041553494,0.000023111828,0.0006399969,0.00014319259,0.000006338333,0.0004952274,0.016671041,0.000039939187,0.0005388994,0.038454525,0.94297314,0.000010542898],"about_ca_topic_score_codex":0.008277115,"about_ca_topic_score_gemma":0.016700968,"teacher_disagreement_score":0.015193563,"about_ca_system_score_codex":0.002604535,"about_ca_system_score_gemma":0.001638998,"threshold_uncertainty_score":0.050827503},"labels":[],"label_agreement":null},{"id":"W4396693326","doi":"10.11647/obp.0371.18","title":"18. Elevated Speech and Song","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Linguistics and Language Studies","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":"Simon Fraser University","funders":"","keywords":"Communication; Speech recognition; Psychology; Computer science","score_opus":0.042000638832334694,"score_gpt":0.250363353972663,"score_spread":0.20836271514032834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693326","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":[0.0072726947,0.005902836,0.0008791023,0.0008179979,0.0005642321,0.000009285888,0.000058109188,0.000057949088,0.98443776],"genre_scores_gemma":[0.22269487,0.0062811854,0.0010193804,0.0008733937,0.0011051323,0.00003882349,0.0001597923,0.00013080492,0.76769656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996996,0.000077429344,0.0000132391615,0.000058220485,0.00010111874,0.00005041399],"domain_scores_gemma":[0.9998865,0.000031985484,0.000011035654,0.000015139509,0.000029918992,0.000025359757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018379527,0.00040074743,0.00018859038,0.0008082341,0.0019736344,0.0038405235,0.00030943207,0.00062242063,0.034726713],"category_scores_gemma":[0.00037079887,0.00010819927,0.00015699792,0.00060712505,0.0033703218,0.001700606,0.0016392681,0.0010622911,0.010309769],"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":[0.000042598567,0.000024674413,0.0004059217,0.0001993983,0.0000031803768,0.00036031724,0.022908196,0.00009681645,0.0017425374,0.84160703,0.03884825,0.09376113],"study_design_scores_gemma":[0.000003303206,0.000022103632,0.0010301825,0.00015879807,0.000002430828,0.0003056403,0.0034759839,0.000051119485,0.0004073143,0.012991881,0.9815471,0.0000041640083],"about_ca_topic_score_codex":0.0027493185,"about_ca_topic_score_gemma":0.0043401085,"teacher_disagreement_score":0.034726713,"about_ca_system_score_codex":0.0010916184,"about_ca_system_score_gemma":0.0006387569,"threshold_uncertainty_score":0.11617243},"labels":[],"label_agreement":null},{"id":"W4396693365","doi":"10.11647/obp.0371.04","title":"4. The Many Lives of Jesus","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Biblical Studies and Interpretation","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":"Simon Fraser University","funders":"","keywords":"Computer science","score_opus":0.036490060864800986,"score_gpt":0.2463580486943343,"score_spread":0.2098679878295333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693365","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":[0.039655395,0.022003222,0.0018458302,0.019242672,0.0007567946,0.00001526236,0.00013364812,0.000079409474,0.91626763],"genre_scores_gemma":[0.7327379,0.014489111,0.0025589478,0.0062373853,0.00078211445,0.00004122369,0.00012618082,0.00016874187,0.24285835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848527,0.00064048223,0.000033147404,0.00010521552,0.0005511885,0.00018479746],"domain_scores_gemma":[0.99950397,0.0002070862,0.000036739682,0.00007622403,0.00010316465,0.00007286643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011091597,0.00032329623,0.00025138565,0.0012966335,0.012604364,0.008176243,0.0006865914,0.0012493666,0.0071934406],"category_scores_gemma":[0.0017854092,0.0002050284,0.00012871872,0.0022030713,0.016143668,0.0052087083,0.003826677,0.002173154,0.0014140421],"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":[0.000017408323,0.000012597992,0.00042926596,0.00010692691,0.0000042386705,0.00019086813,0.16659313,0.000045722452,0.00031220398,0.7814739,0.020607093,0.03020663],"study_design_scores_gemma":[0.0000018646875,0.000008193328,0.00086921453,0.00039796243,0.0000027703277,0.0002456372,0.07217824,0.000035173405,0.0002612937,0.08175269,0.84423476,0.000012189513],"about_ca_topic_score_codex":0.0072260965,"about_ca_topic_score_gemma":0.018720068,"teacher_disagreement_score":0.012604364,"about_ca_system_score_codex":0.0033599108,"about_ca_system_score_gemma":0.0026876223,"threshold_uncertainty_score":0.024378002},"labels":[],"label_agreement":null},{"id":"W4396693374","doi":"10.11647/obp.0371.10","title":"10. Making Canon","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Influence and Diplomacy","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":"Simon Fraser University","funders":"","keywords":"Canon; Art; Literature","score_opus":0.060024401983886,"score_gpt":0.35761332913619015,"score_spread":0.2975889271523042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693374","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":[0.0014193405,0.000909811,0.00073863345,0.007986752,0.0017454458,0.00002575936,0.00003997,0.00008452906,0.98704976],"genre_scores_gemma":[0.07661257,0.0016155742,0.00125071,0.008317556,0.00061834964,0.000060974988,0.00010321733,0.00030178495,0.9111193],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984211,0.00041668213,0.0000376635,0.00029321443,0.0005015166,0.00032985382],"domain_scores_gemma":[0.99893886,0.00017559629,0.000046744626,0.00022555096,0.00033793724,0.00027527555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016753379,0.0007266246,0.00028701575,0.0010733512,0.00903527,0.01264477,0.0011207499,0.0034128926,0.09144048],"category_scores_gemma":[0.004400395,0.00027486475,0.0003459723,0.0008380585,0.010774992,0.009900784,0.006166586,0.0047818488,0.03425993],"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":[0.000024431416,0.000024529167,0.0001918715,0.000055569355,0.0000037134437,0.00012925193,0.008628456,0.000046947593,0.00016233297,0.79584724,0.16694047,0.027945204],"study_design_scores_gemma":[0.0000024219194,0.000005592427,0.00009023232,0.00007317327,0.0000015867528,0.000035544595,0.0025565142,0.000019554236,0.00009764921,0.019549482,0.9775638,0.000004463479],"about_ca_topic_score_codex":0.011163594,"about_ca_topic_score_gemma":0.026427256,"teacher_disagreement_score":0.09144048,"about_ca_system_score_codex":0.0048589115,"about_ca_system_score_gemma":0.004217508,"threshold_uncertainty_score":0.30589885},"labels":[],"label_agreement":null},{"id":"W4396693386","doi":"10.11647/obp.0371.08","title":"8. Jesus Objects","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical and Religious Studies of Rome","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":"Simon Fraser University","funders":"","keywords":"Art","score_opus":0.03184966520131744,"score_gpt":0.2202374343861589,"score_spread":0.18838776918484146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693386","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":[0.006549678,0.011816439,0.0011408926,0.0009356751,0.00029257935,0.000014696045,0.000043756576,0.00004932636,0.979157],"genre_scores_gemma":[0.35982928,0.018699737,0.005569348,0.0020200103,0.0005539042,0.0000806919,0.00023616491,0.00026155537,0.61274934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992513,0.00018105561,0.00002978566,0.000112495596,0.00032036958,0.00010497359],"domain_scores_gemma":[0.9998091,0.00007006835,0.000018405255,0.00004136399,0.00003564697,0.00002556482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043994398,0.0005609035,0.00027807074,0.0015405522,0.005078736,0.00544867,0.00056503166,0.0010314569,0.011243867],"category_scores_gemma":[0.0005703714,0.00025265626,0.00026683533,0.0017289947,0.007924581,0.0038548452,0.0022646636,0.0015566554,0.0034420728],"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":[0.000015406322,0.000014518908,0.00032267702,0.00019300605,0.000002693284,0.00029766967,0.025135674,0.000057350604,0.0003060136,0.92613727,0.0134966485,0.03402097],"study_design_scores_gemma":[0.0000015752051,0.000009363061,0.0005728592,0.00024724446,0.0000019656875,0.0004157144,0.004080943,0.000024470644,0.00018452125,0.02633641,0.96811825,0.000006625906],"about_ca_topic_score_codex":0.0043997746,"about_ca_topic_score_gemma":0.010175242,"teacher_disagreement_score":0.011243867,"about_ca_system_score_codex":0.0021956207,"about_ca_system_score_gemma":0.0012113901,"threshold_uncertainty_score":0.037614524},"labels":[],"label_agreement":null},{"id":"W4396693406","doi":"10.11647/obp.0371.12","title":"12. Ways of Knowing","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Biblical Studies and Interpretation","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":"Simon Fraser University","funders":"","keywords":"Computer science; Psychology","score_opus":0.0826841410181015,"score_gpt":0.248215980169736,"score_spread":0.1655318391516345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693406","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":[0.0047142864,0.007978429,0.006186833,0.016041564,0.0005304814,0.000033577275,0.000066564535,0.000065177774,0.96438307],"genre_scores_gemma":[0.7017207,0.009340958,0.007952704,0.0064229015,0.00079644035,0.00019380504,0.00014686414,0.00017314995,0.2732525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960368,0.0021799535,0.0001238191,0.00048776183,0.00070525013,0.00046630416],"domain_scores_gemma":[0.9983278,0.00071165373,0.00013421646,0.00040551746,0.0002553533,0.00016544621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031646385,0.00054234907,0.00032962844,0.0014458403,0.007531229,0.011871477,0.0008713645,0.003057949,0.013325975],"category_scores_gemma":[0.004034633,0.00026613486,0.0004067454,0.0014213292,0.039931193,0.015168329,0.0050498783,0.0044391016,0.0027706786],"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":[0.0000020315404,0.0000021838857,0.00003551884,0.00001625715,7.2563614e-7,0.000018703624,0.0077791214,0.0000170405,0.000017591958,0.986265,0.0032200401,0.002625739],"study_design_scores_gemma":[0.0000041035864,0.000008219779,0.00014213719,0.00021014358,0.0000021521657,0.00013330605,0.011693239,0.000062056,0.00006558835,0.4621445,0.5255267,0.000007740038],"about_ca_topic_score_codex":0.005022782,"about_ca_topic_score_gemma":0.005913499,"teacher_disagreement_score":0.013325975,"about_ca_system_score_codex":0.0050682514,"about_ca_system_score_gemma":0.004269278,"threshold_uncertainty_score":0.044579864},"labels":[],"label_agreement":null},{"id":"W4396693410","doi":"10.11647/obp.0371.14","title":"14. Art and the Deep Ken","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Fashion and Cultural Textiles","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":"Simon Fraser University","funders":"","keywords":"Art; Art history","score_opus":0.0321438939052643,"score_gpt":0.221863741714332,"score_spread":0.1897198478090677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693410","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":[0.005124871,0.003329961,0.0021928544,0.001759512,0.00017847044,0.0000068126024,0.000017593684,0.00002388195,0.98736596],"genre_scores_gemma":[0.3206408,0.004803221,0.0032657054,0.002494774,0.00030525727,0.000044918055,0.000061554114,0.00010210523,0.6682816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963164,0.00012607528,0.0000124531425,0.00005643739,0.00010680173,0.00006649582],"domain_scores_gemma":[0.99979156,0.00008707903,0.000014889724,0.00004403433,0.000039715815,0.000022761482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035016908,0.00038560253,0.00016497544,0.0006287642,0.002518763,0.0062990407,0.00035513836,0.0009517632,0.012529819],"category_scores_gemma":[0.00056087004,0.00016730158,0.0002422527,0.0007060277,0.010329079,0.0037943313,0.002269039,0.0022770923,0.0022974012],"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":[0.000005339772,0.0000058595715,0.00009932742,0.000030146717,0.0000010000034,0.000036030386,0.0034517038,0.000074518204,0.0001511251,0.9812251,0.0060564387,0.008863399],"study_design_scores_gemma":[0.000003919051,0.000012021874,0.0006726697,0.00017239181,0.0000036112533,0.00021672325,0.003250415,0.0002456602,0.00032876446,0.20239222,0.7926951,0.0000065390723],"about_ca_topic_score_codex":0.002891879,"about_ca_topic_score_gemma":0.0070559466,"teacher_disagreement_score":0.012529819,"about_ca_system_score_codex":0.0025133276,"about_ca_system_score_gemma":0.0010043422,"threshold_uncertainty_score":0.04191643},"labels":[],"label_agreement":null},{"id":"W4396693423","doi":"10.11647/obp.0371.06","title":"6. Internal Frontiers between Jews, Christians, Muslims","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Medieval History and Crusades","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":"Simon Fraser University","funders":"","keywords":"History; Religious studies; Philosophy","score_opus":0.04659697404068387,"score_gpt":0.2388976209098805,"score_spread":0.19230064686919662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693423","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":[0.052126326,0.005200274,0.0008379241,0.0034406264,0.00039413225,0.000015464917,0.000024438164,0.00003169402,0.9379291],"genre_scores_gemma":[0.89294726,0.002169517,0.0008195109,0.0018201281,0.00047977336,0.00003700152,0.000055374483,0.000065562584,0.10160589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989641,0.00037865096,0.000018464249,0.000094951625,0.00021609457,0.00032777074],"domain_scores_gemma":[0.99956733,0.00015009544,0.000034752815,0.000047581354,0.000058449426,0.00014173462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010790918,0.00035635708,0.0003079362,0.00090779056,0.008135306,0.011284344,0.00043431076,0.0009036999,0.009825522],"category_scores_gemma":[0.00082916644,0.00018383014,0.00025361346,0.0009913222,0.016798599,0.004078411,0.0055564633,0.0028922972,0.0012315419],"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":[0.00003247713,0.000056132045,0.0015122584,0.000068240515,0.0000028831996,0.00020027415,0.07144587,0.00004196013,0.00035140262,0.8957124,0.0076701473,0.022905828],"study_design_scores_gemma":[0.00003907951,0.00009748746,0.009376767,0.0007239618,0.000012086759,0.00055722595,0.15121101,0.00020842117,0.0006377232,0.13711569,0.6999983,0.000022217051],"about_ca_topic_score_codex":0.0031556422,"about_ca_topic_score_gemma":0.006932654,"teacher_disagreement_score":0.011284344,"about_ca_system_score_codex":0.0032381094,"about_ca_system_score_gemma":0.0020886052,"threshold_uncertainty_score":0.032869637},"labels":[],"label_agreement":null},{"id":"W4396693432","doi":"10.11647/obp.0371.02","title":"2. The Two Kens","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Medieval Literature and History","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":"Simon Fraser University","funders":"","keywords":"Computer science","score_opus":0.032793303173928944,"score_gpt":0.23714447745053077,"score_spread":0.20435117427660182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693432","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":[0.056902003,0.007601472,0.008742423,0.01727144,0.0008844121,0.000025446434,0.00014921807,0.000098853125,0.90832466],"genre_scores_gemma":[0.8075422,0.0024775062,0.0043814676,0.004147509,0.00021669082,0.00006253319,0.00010411961,0.00008884411,0.18097907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990088,0.00032634375,0.000049150585,0.00019422828,0.00018825251,0.00023315841],"domain_scores_gemma":[0.99943656,0.00014395163,0.000049702117,0.00009732799,0.00014702044,0.000125388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012578574,0.00041886195,0.0002614998,0.0008193252,0.0032969022,0.005829699,0.00050324755,0.0013303186,0.007142644],"category_scores_gemma":[0.0018201943,0.0002490349,0.00024965682,0.000509609,0.017411247,0.00623837,0.0036712477,0.0030020087,0.0013198408],"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":[0.00001655163,0.0000048124,0.00039017116,0.000028312248,0.0000017665142,0.000042952383,0.009260893,0.00003330127,0.00011638149,0.9827832,0.0026505678,0.0046710293],"study_design_scores_gemma":[0.000012523797,0.000028139604,0.0015163901,0.00030293188,0.000010025536,0.00033703196,0.01252001,0.00021948769,0.00035942995,0.39265534,0.5920167,0.00002198391],"about_ca_topic_score_codex":0.004697246,"about_ca_topic_score_gemma":0.007555575,"teacher_disagreement_score":0.007142644,"about_ca_system_score_codex":0.0032264842,"about_ca_system_score_gemma":0.0023700881,"threshold_uncertainty_score":0.023894489},"labels":[],"label_agreement":null},{"id":"W4396693436","doi":"10.11647/obp.0371.15","title":"15. Art and the Plain Ken","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Public Spaces through Art","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":"Simon Fraser University","funders":"","keywords":"Plain English; Art; Art history; History; Philosophy; Linguistics","score_opus":0.02375710177219527,"score_gpt":0.29149647147114865,"score_spread":0.2677393696989534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693436","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":[0.0047382875,0.0023062152,0.0007847247,0.0016923831,0.0001645492,0.000006751556,0.000016258662,0.000026535074,0.9902644],"genre_scores_gemma":[0.20165186,0.002491233,0.0011253884,0.00097610714,0.0001527111,0.000031584696,0.000042061412,0.00006738589,0.7934618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999736,0.000090356596,0.000008756354,0.00004091997,0.000079786274,0.000044217373],"domain_scores_gemma":[0.99983835,0.00006552916,0.000014296645,0.00002537288,0.000036129295,0.000020271684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023003841,0.00025713266,0.00013531728,0.0005442148,0.0032233023,0.005545158,0.00034559076,0.0008809789,0.02061344],"category_scores_gemma":[0.00050175196,0.00013641147,0.00016649601,0.0005760396,0.0059980582,0.0027459292,0.0015853251,0.0014415222,0.0030654315],"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":[0.000009116266,0.000014521213,0.0001957713,0.000053290278,0.0000012384961,0.00011059422,0.0106405215,0.00009568914,0.00026675293,0.9483962,0.021680607,0.018535808],"study_design_scores_gemma":[0.0000024255673,0.000008420559,0.0006848522,0.000111445785,0.0000019585175,0.00018419289,0.005257543,0.000111441106,0.00032902387,0.07006532,0.9232391,0.0000043279983],"about_ca_topic_score_codex":0.0042382493,"about_ca_topic_score_gemma":0.012349533,"teacher_disagreement_score":0.02061344,"about_ca_system_score_codex":0.0022460297,"about_ca_system_score_gemma":0.001134773,"threshold_uncertainty_score":0.06895882},"labels":[],"label_agreement":null},{"id":"W4396693448","doi":"10.11647/obp.0371","title":"Jesus and the Making of the Modern Mind, 1380-1520","year":2024,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Reformation and Early Modern Christianity","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":"Simon Fraser University","funders":"","keywords":"Art; Psychology","score_opus":0.03543773130554715,"score_gpt":0.23916005820256717,"score_spread":0.20372232689702002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693448","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":[0.024750257,0.08377647,0.00046249645,0.007190679,0.0010153799,0.000014137125,0.000082178936,0.000038177925,0.8826703],"genre_scores_gemma":[0.41722035,0.046615474,0.0013432113,0.0029336237,0.0007968205,0.000048527254,0.000105725536,0.00007020884,0.5308661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998105,0.00005468929,0.0000055088294,0.000024867768,0.00008021682,0.000024262326],"domain_scores_gemma":[0.9999186,0.000031208074,0.000008652577,0.0000057396032,0.000012555303,0.000023200944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022497255,0.00030650917,0.00017615745,0.0005918965,0.0023517534,0.0032049303,0.00024459214,0.0006309051,0.004624252],"category_scores_gemma":[0.00040837057,0.0001319033,0.00008816384,0.0007217602,0.0084178755,0.0025957872,0.0010396314,0.0014764955,0.0011759995],"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":[0.00005053654,0.000041671243,0.0007364954,0.00027377045,0.0000072371854,0.00034165708,0.08068982,0.000107561624,0.0011573745,0.7691088,0.08409699,0.06338811],"study_design_scores_gemma":[0.0000059193235,0.000017966124,0.0024209977,0.0003371986,0.0000028857285,0.00029240304,0.0090886485,0.00003224408,0.00017790619,0.034373272,0.95324475,0.0000057715147],"about_ca_topic_score_codex":0.008099907,"about_ca_topic_score_gemma":0.024052344,"teacher_disagreement_score":0.008099907,"about_ca_system_score_codex":0.0034380825,"about_ca_system_score_gemma":0.0016515645,"threshold_uncertainty_score":0.0249452},"labels":[],"label_agreement":null},{"id":"W4396693489","doi":"10.11647/obp.0371.22","title":"22. Afterword","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Philosophy, History, and Historiography","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":"Simon Fraser University","funders":"","keywords":"History","score_opus":0.03565626100001514,"score_gpt":0.21822519783167393,"score_spread":0.18256893683165878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693489","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":[0.0006187152,0.01279798,0.0016655751,0.046496935,0.13019526,0.00022947864,0.0010194427,0.00053204974,0.8064445],"genre_scores_gemma":[0.002761838,0.0026989782,0.00037308695,0.008474172,0.008440121,0.00007483047,0.00037408632,0.0003134644,0.97648925],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994018,0.00009623551,0.00003694455,0.00012747725,0.00026960074,0.00006788491],"domain_scores_gemma":[0.99824655,0.00028727693,0.00006611466,0.00010883439,0.0011202695,0.0001709461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006431629,0.0008956113,0.00062754145,0.0013112393,0.0033451603,0.0052518244,0.00097040075,0.0020590532,0.27854615],"category_scores_gemma":[0.0037610948,0.00028544117,0.00052413874,0.0010392992,0.0010570453,0.0030798921,0.0017489402,0.004517855,0.25521928],"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":[0.000009394282,0.000007453541,0.000036057703,0.00006964311,9.5319194e-7,0.000028816548,0.00011525971,0.000019856861,0.00008827574,0.011526868,0.9687561,0.019341344],"study_design_scores_gemma":[0.0000012553148,0.000004362142,0.00008182751,0.00007685099,8.1256786e-7,0.00002537849,0.0000937835,0.000011996161,0.000043251366,0.00094134983,0.9987165,0.0000026877378],"about_ca_topic_score_codex":0.006894612,"about_ca_topic_score_gemma":0.00934412,"teacher_disagreement_score":0.27854615,"about_ca_system_score_codex":0.0022467352,"about_ca_system_score_gemma":0.0016245757,"threshold_uncertainty_score":0.9318297},"labels":[],"label_agreement":null},{"id":"W4396693503","doi":"10.11647/obp.0371.05","title":"5. Jesus Places","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Religious Tourism and Spaces","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":"Simon Fraser University","funders":"","keywords":"Geography","score_opus":0.026662416423282213,"score_gpt":0.3085186986126668,"score_spread":0.2818562821893846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693503","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":[0.013441569,0.00503982,0.0006094095,0.0018252991,0.00036099053,0.000010412745,0.000051523508,0.000033007385,0.978628],"genre_scores_gemma":[0.5536737,0.0046387045,0.0011357995,0.0015538877,0.00026062198,0.000026900312,0.00009545633,0.000059526792,0.43855536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996742,0.00006984223,0.0000093226745,0.000053212316,0.00010604193,0.000087354914],"domain_scores_gemma":[0.99988985,0.000016083917,0.000009198488,0.000017955814,0.000024396835,0.000042507912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020892013,0.00034362893,0.00019237821,0.0007001017,0.0061839665,0.0054030344,0.00049257424,0.00087906286,0.014279772],"category_scores_gemma":[0.00032456114,0.00015129881,0.0001637299,0.0009603776,0.006392817,0.0023909688,0.003150587,0.0016242386,0.0029230425],"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":[0.000016427808,0.000016590633,0.00030690845,0.00009210943,0.0000025747875,0.00023544823,0.034569576,0.00007370947,0.00036223713,0.92414415,0.013390155,0.026790021],"study_design_scores_gemma":[0.0000024612011,0.000017414464,0.0012649349,0.00019179482,0.0000030008123,0.00032075236,0.019169277,0.000037972426,0.00032358422,0.034689665,0.94397134,0.000007735342],"about_ca_topic_score_codex":0.012812093,"about_ca_topic_score_gemma":0.042114314,"teacher_disagreement_score":0.014279772,"about_ca_system_score_codex":0.0029809903,"about_ca_system_score_gemma":0.0017161341,"threshold_uncertainty_score":0.04777062},"labels":[],"label_agreement":null},{"id":"W4396693517","doi":"10.11647/obp.0371.20","title":"20. Intimacy with Jesus","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Biblical Studies and Interpretation","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":"Simon Fraser University","funders":"","keywords":"Psychology; Art; Sociology; History","score_opus":0.033961731340952886,"score_gpt":0.24162117994649915,"score_spread":0.20765944860554625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396693517","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":[0.013045032,0.002356254,0.00042291867,0.0021206983,0.00024008611,0.000018025255,0.000019572108,0.000021624797,0.98175585],"genre_scores_gemma":[0.50164616,0.0042051454,0.00091192976,0.0020345945,0.00031361822,0.00007414746,0.000059532984,0.00005470154,0.49070024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995809,0.00012585457,0.000011928229,0.000055958517,0.00013456692,0.00009084852],"domain_scores_gemma":[0.999752,0.000059511745,0.000035057656,0.000026357979,0.000042245283,0.00008485576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003645303,0.00030703124,0.00014610923,0.0007223816,0.0071474705,0.0048290044,0.00043458724,0.0010756181,0.013949976],"category_scores_gemma":[0.0007270167,0.00014694937,0.00016686569,0.00063162047,0.007607461,0.002272814,0.003928488,0.0017791069,0.0030222407],"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":[0.000028598453,0.000039653103,0.0009347662,0.00011655863,0.000003815219,0.0006974183,0.10485091,0.00003660136,0.00077042787,0.83262825,0.02252068,0.037372474],"study_design_scores_gemma":[0.000004983848,0.00002248734,0.0018393232,0.00027419784,0.000004228902,0.00071165536,0.02411585,0.000030325922,0.00037887576,0.025775747,0.9468347,0.000007626447],"about_ca_topic_score_codex":0.0041832053,"about_ca_topic_score_gemma":0.008673915,"teacher_disagreement_score":0.013949976,"about_ca_system_score_codex":0.0018063016,"about_ca_system_score_gemma":0.0015038127,"threshold_uncertainty_score":0.046667337},"labels":[],"label_agreement":null},{"id":"W4396706811","doi":"10.11647/obp.0371.21","title":"21. Ethics, Pacifism, Vegetarianism","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Anarchism and Radical Politics","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":"Simon Fraser University","funders":"","keywords":"Environmental ethics; Political science; Philosophy","score_opus":0.06969091380702519,"score_gpt":0.34895738080170163,"score_spread":0.27926646699467644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396706811","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":[0.003180006,0.019381104,0.00046364067,0.0052540284,0.0003735704,0.000007986513,0.000016723894,0.000015499458,0.9713074],"genre_scores_gemma":[0.26608193,0.02530802,0.0013037096,0.0056927195,0.0009642664,0.00006418785,0.00006048442,0.000057657533,0.700467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969196,0.000111814195,0.0000068598106,0.000035025743,0.00011734633,0.000036947702],"domain_scores_gemma":[0.99982774,0.00007566682,0.000015498448,0.000013484948,0.000038268994,0.000029348404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035749818,0.00034508374,0.00016133967,0.0005424271,0.0030462025,0.0035974344,0.00036044157,0.00085328793,0.0075696395],"category_scores_gemma":[0.00058413466,0.00009399179,0.000099823454,0.00075862557,0.009342773,0.0022341541,0.0012611528,0.0015770782,0.002111816],"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":[0.000004483019,0.000009597013,0.000102872735,0.00007081251,0.0000010795465,0.00006670063,0.004941422,0.000057548637,0.00012624294,0.9533284,0.026077786,0.015213118],"study_design_scores_gemma":[0.0000020805114,0.000008058206,0.00048002112,0.00018194961,0.0000013162064,0.00010873881,0.0026429708,0.000042849435,0.00008930674,0.16511174,0.8313278,0.0000032302448],"about_ca_topic_score_codex":0.0040510967,"about_ca_topic_score_gemma":0.009321859,"teacher_disagreement_score":0.0075696395,"about_ca_system_score_codex":0.0027389938,"about_ca_system_score_gemma":0.0023164856,"threshold_uncertainty_score":0.025322974},"labels":[],"label_agreement":null},{"id":"W4396706875","doi":"10.11647/obp.0371.13","title":"13. Nicholas of Cusa’s Jesus","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Byzantine Studies and History","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":"Simon Fraser University","funders":"","keywords":"Philosophy; Art","score_opus":0.04289513589386326,"score_gpt":0.2311981704329796,"score_spread":0.18830303453911634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396706875","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":[0.0034643956,0.04737605,0.0007394295,0.030445099,0.00504878,0.00002547345,0.000095715804,0.00013305104,0.912672],"genre_scores_gemma":[0.056306925,0.009728045,0.0008987542,0.0062591597,0.0005884542,0.00003999653,0.000046642475,0.00010599597,0.9260259],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99975497,0.000060001275,0.0000053347235,0.00004215156,0.000088616114,0.000048855276],"domain_scores_gemma":[0.9997911,0.000056757915,0.0000105517165,0.000009913044,0.00008131553,0.000050342303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022405141,0.00061803625,0.00019818835,0.00081260974,0.006361722,0.0022385835,0.00039612083,0.0012897152,0.018829055],"category_scores_gemma":[0.00084935897,0.0002328433,0.00014305879,0.00056847645,0.003130117,0.0021196736,0.0010843426,0.0026123433,0.005145239],"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":[0.000031229978,0.0000128993315,0.00019248425,0.00011217972,0.000002736032,0.00025133835,0.011400981,0.000051581042,0.0003938346,0.34874037,0.6107436,0.02806687],"study_design_scores_gemma":[9.582169e-7,0.0000032282353,0.00019970213,0.00006912561,6.435864e-7,0.000085382184,0.0010975488,0.00001653409,0.00008032596,0.0033712294,0.99507207,0.000003098001],"about_ca_topic_score_codex":0.071384534,"about_ca_topic_score_gemma":0.21525219,"teacher_disagreement_score":0.071384534,"about_ca_system_score_codex":0.0043917233,"about_ca_system_score_gemma":0.0031888415,"threshold_uncertainty_score":0.14193809},"labels":[],"label_agreement":null},{"id":"W4396707158","doi":"10.11647/obp.0371.17","title":"17. Language and Power","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Gender Studies in Language","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":"Simon Fraser University","funders":"","keywords":"Computer science","score_opus":0.024146457154935595,"score_gpt":0.31267234191107446,"score_spread":0.2885258847561389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396707158","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":[0.0058324123,0.011290991,0.0008125029,0.011758181,0.00048648537,0.000012973325,0.000052700096,0.000019634754,0.9697342],"genre_scores_gemma":[0.5488827,0.009889503,0.0011189493,0.008209291,0.0011826978,0.00010026624,0.0000974414,0.00010248904,0.43041664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987142,0.00063515163,0.00003634461,0.00013104932,0.00020487064,0.00027834918],"domain_scores_gemma":[0.9993674,0.0002602875,0.000068348665,0.00007204216,0.00013100205,0.00010082846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009566001,0.0005542614,0.00029491918,0.0010547282,0.0046880306,0.007613946,0.0006373124,0.0019116037,0.01970218],"category_scores_gemma":[0.0017184616,0.00014125812,0.0003111185,0.0010532722,0.018685294,0.006023091,0.0028424852,0.0024515477,0.003870606],"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":[0.000007995407,0.0000054715206,0.00017721481,0.000032747164,0.000001303203,0.000056753728,0.0074026715,0.000016522845,0.0000469235,0.9775522,0.009789945,0.0049103005],"study_design_scores_gemma":[0.0000097346965,0.00001793985,0.0007564447,0.00030036722,0.0000046478967,0.000200009,0.013525819,0.000045925884,0.00019623722,0.25279084,0.7321433,0.000008841717],"about_ca_topic_score_codex":0.0058338293,"about_ca_topic_score_gemma":0.007318194,"teacher_disagreement_score":0.01970218,"about_ca_system_score_codex":0.0034381284,"about_ca_system_score_gemma":0.0028210043,"threshold_uncertainty_score":0.06591034},"labels":[],"label_agreement":null},{"id":"W4396707191","doi":"10.11647/obp.0371.01","title":"1. The Book in a Nutshell","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Medieval Literature and History","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":"Simon Fraser University","funders":"","keywords":"Computer science","score_opus":0.026347184560114582,"score_gpt":0.22255741229720757,"score_spread":0.19621022773709298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396707191","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":[0.0012458112,0.015495554,0.0013770455,0.0111889765,0.003996716,0.000033194377,0.0003182094,0.00014444785,0.96620005],"genre_scores_gemma":[0.016100401,0.012848901,0.0014161605,0.0059417784,0.0024039168,0.00006306096,0.00041480278,0.00025866384,0.9605522],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996803,0.00007396712,0.000010867182,0.000052388055,0.00014979836,0.000032752858],"domain_scores_gemma":[0.99966455,0.00009115964,0.000026960619,0.00003919673,0.00012620466,0.00005196121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003280634,0.00051586545,0.0003286576,0.0007191522,0.0021015382,0.0070893234,0.0006652076,0.0012421245,0.046532802],"category_scores_gemma":[0.0014115731,0.0002427336,0.00016281728,0.0014142253,0.0023829772,0.0055605066,0.0015056194,0.002989517,0.027082324],"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":[0.000013086681,0.00001939032,0.0001888912,0.0002208405,0.0000021240471,0.00004974134,0.0022885054,0.00008460456,0.00018892821,0.43157548,0.5130328,0.052335687],"study_design_scores_gemma":[6.0860316e-7,0.000002837371,0.0000840806,0.000118901036,5.2803995e-7,0.000030608822,0.00033688577,0.000017153105,0.000024822366,0.0065583037,0.99282384,0.0000015133974],"about_ca_topic_score_codex":0.0038881018,"about_ca_topic_score_gemma":0.010646066,"teacher_disagreement_score":0.046532802,"about_ca_system_score_codex":0.0015707508,"about_ca_system_score_gemma":0.0018630613,"threshold_uncertainty_score":0.15566778},"labels":[],"label_agreement":null},{"id":"W4396707202","doi":"10.11647/obp.0371.16","title":"16. Extraordinary Jesus Images","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical and Religious Studies of Rome","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":"Simon Fraser University","funders":"","keywords":"Art; History","score_opus":0.029845068436865588,"score_gpt":0.22769789946605,"score_spread":0.19785283102918444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396707202","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":[0.018685058,0.0044651674,0.0023231476,0.0027810535,0.0008117739,0.000028066825,0.0002588515,0.00018669818,0.9704601],"genre_scores_gemma":[0.33553985,0.0061060768,0.0062483004,0.0018116008,0.00096928293,0.000047715803,0.00040834554,0.00041570724,0.6484531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99968755,0.000064688,0.00001288748,0.000047600424,0.00014246916,0.000044849538],"domain_scores_gemma":[0.99973994,0.0000914421,0.000029651905,0.000053571188,0.000047350408,0.000038004946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030549656,0.00024652603,0.00016627437,0.0008975395,0.0017192242,0.0033705076,0.00024859127,0.00035172398,0.019875571],"category_scores_gemma":[0.001016708,0.00014859713,0.000197539,0.00082027557,0.002515021,0.0019103241,0.0011404249,0.001092612,0.004620551],"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":[0.00005474248,0.000025825124,0.002204649,0.00039172548,0.0000077906725,0.0006139155,0.036865067,0.00019139521,0.0017286278,0.62180036,0.16908725,0.16702873],"study_design_scores_gemma":[0.0000016775934,0.000008642922,0.002606504,0.00015623818,0.0000022565314,0.00067701284,0.005727141,0.00006582852,0.00048188216,0.011318763,0.97894716,0.000006900412],"about_ca_topic_score_codex":0.0017948741,"about_ca_topic_score_gemma":0.006091753,"teacher_disagreement_score":0.019875571,"about_ca_system_score_codex":0.00075114815,"about_ca_system_score_gemma":0.00040784362,"threshold_uncertainty_score":0.06649035},"labels":[],"label_agreement":null},{"id":"W4396707327","doi":"10.11647/obp.0371.03","title":"3. The Development of the Jesus Cult","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Biblical Studies and Interpretation","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":"Simon Fraser University","funders":"","keywords":"Cult; History; Ancient history","score_opus":0.04402043891350993,"score_gpt":0.24690092590961357,"score_spread":0.20288048699610364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396707327","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":[0.05191356,0.0023724597,0.0007144758,0.005950622,0.000168923,0.000020797183,0.000038989172,0.000021409809,0.9387987],"genre_scores_gemma":[0.8454432,0.0013620564,0.0010940335,0.0009963581,0.00008176938,0.000030288998,0.000041801086,0.000031409967,0.15091914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993988,0.00016030221,0.000013724554,0.000056311146,0.00023491749,0.00013594297],"domain_scores_gemma":[0.9997956,0.000050028473,0.000019483456,0.000021786853,0.000058375306,0.000054707205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060043024,0.00016792424,0.00014998249,0.00059493136,0.0071551763,0.0037671833,0.00056338176,0.0008452664,0.00790151],"category_scores_gemma":[0.0010089134,0.000119175544,0.0001257335,0.0006281605,0.008549555,0.0016128647,0.0023719878,0.0020594227,0.0009314252],"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":[0.000011658211,0.000014644892,0.00035430942,0.000033255717,9.642133e-7,0.00015195325,0.015027951,0.000052008218,0.00022302965,0.9710923,0.0031201572,0.009917644],"study_design_scores_gemma":[0.000011188409,0.0000328431,0.0048193163,0.00032976473,0.0000031794925,0.0003624542,0.023301933,0.0003271579,0.00088881777,0.14702317,0.82288265,0.00001751009],"about_ca_topic_score_codex":0.015421382,"about_ca_topic_score_gemma":0.041665923,"teacher_disagreement_score":0.015421382,"about_ca_system_score_codex":0.004582935,"about_ca_system_score_gemma":0.0035747204,"threshold_uncertainty_score":0.033251703},"labels":[],"label_agreement":null},{"id":"W4396707340","doi":"10.11647/obp.0371.11","title":"11. Interpreting Canon","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical and Linguistic Studies","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":"Simon Fraser University","funders":"","keywords":"Canon; History; Computer science; Art; Literature","score_opus":0.037371093822971914,"score_gpt":0.3175881389808793,"score_spread":0.28021704515790735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396707340","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":[0.0049939384,0.0019075219,0.0035799476,0.010962614,0.0017197332,0.000042026553,0.000048986174,0.00007525844,0.9766699],"genre_scores_gemma":[0.46525177,0.0044980245,0.0056038136,0.012936767,0.0015583646,0.00022425473,0.0002681885,0.0005416327,0.5091171],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971257,0.0015006317,0.00007395055,0.00034916116,0.0005778429,0.00037272775],"domain_scores_gemma":[0.997976,0.00086632324,0.00010112295,0.00028596917,0.00064530526,0.00012535161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033552214,0.0008498961,0.0004865046,0.0018403096,0.009019794,0.012399844,0.0014849098,0.0038515434,0.019037578],"category_scores_gemma":[0.0075535583,0.00030888943,0.00038450534,0.0017647889,0.020409707,0.008379787,0.0041012536,0.0040559554,0.005250644],"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":[0.000025069145,0.0000109749735,0.00021030172,0.00007832894,0.0000028052648,0.0002723103,0.038113996,0.000056683617,0.00012711386,0.928329,0.024881126,0.007892376],"study_design_scores_gemma":[0.000007067926,0.000016011627,0.0002633541,0.0004426669,0.000007704173,0.00027024082,0.031969953,0.00019581232,0.00041329124,0.11761836,0.8487805,0.000014996228],"about_ca_topic_score_codex":0.010915396,"about_ca_topic_score_gemma":0.02225558,"teacher_disagreement_score":0.019037578,"about_ca_system_score_codex":0.0070454446,"about_ca_system_score_gemma":0.0056485706,"threshold_uncertainty_score":0.06368703},"labels":[],"label_agreement":null},{"id":"W4399668719","doi":"10.11647/obp.0251.20","title":"20. Did Grandmothers Enhance Reproductive Success in Historic Populations?","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Economic and Social Studies","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":"Université du Québec à Chicoutimi; Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Reproductive success; History; Demography; Sociology; Population","score_opus":0.059712010111139316,"score_gpt":0.2613514018577448,"score_spread":0.2016393917466055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399668719","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":[0.9774187,0.002148885,0.00048006856,0.0023408344,0.00006963252,0.0000097563,0.000305017,0.000012903714,0.01721412],"genre_scores_gemma":[0.99653494,0.0008102022,0.00028383,0.00027378937,0.000050559313,0.000004432692,0.000075766104,0.0000051934044,0.0019611765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994578,0.00021237296,0.00001787941,0.00016688704,0.000055440334,0.00008974369],"domain_scores_gemma":[0.9986525,0.00041313283,0.0003940739,0.00022096964,0.00014151406,0.00017784168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001906522,0.00011388246,0.00028111486,0.0004951169,0.0006352424,0.0007625453,0.00039337168,0.00049853424,0.005849312],"category_scores_gemma":[0.0050476813,0.00014297506,0.00022489253,0.0005756741,0.0012893154,0.0008655867,0.00044173608,0.0004201158,0.00049297704],"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":[0.00010042989,0.00003624995,0.93541366,0.00011707452,0.00018114917,0.0005777611,0.009122148,0.00014529866,0.0015731917,0.012904983,0.0014955692,0.038332462],"study_design_scores_gemma":[0.0000026916402,0.000054513464,0.99144953,0.000034895304,0.000029405115,0.00022336731,0.0015271871,0.000048963328,0.00012287623,0.0015509985,0.00494957,0.0000061005358],"about_ca_topic_score_codex":0.008936147,"about_ca_topic_score_gemma":0.023280075,"teacher_disagreement_score":0.008936147,"about_ca_system_score_codex":0.0005247214,"about_ca_system_score_gemma":0.00030941024,"threshold_uncertainty_score":0.019567847},"labels":[],"label_agreement":null},{"id":"W4400118251","doi":"10.11647/obp.0403.03","title":"3. Music, Breath, and Spirit","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Reformation and Early Modern Christianity","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":"University of Toronto","funders":"Templeton Religion Trust; University of St Andrews","keywords":"Prayer; Hymn; Worship; Liturgy; Theology; Incarnation; Context (archaeology); Sermon; Literature; Philosophy; Eschatology; Art; History","score_opus":0.04799860045469128,"score_gpt":0.2309323920944807,"score_spread":0.1829337916397894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400118251","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":[0.035393376,0.041033477,0.0030135883,0.030697877,0.001543793,0.00003386569,0.00011398528,0.0000639411,0.8881062],"genre_scores_gemma":[0.7674878,0.022422412,0.0028289089,0.011189736,0.0023028692,0.00007019742,0.00009611418,0.00012472199,0.19347729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919266,0.000339517,0.000022229564,0.00010181557,0.00019380273,0.00014999484],"domain_scores_gemma":[0.99968827,0.00010173753,0.000038585982,0.000037587248,0.000052557818,0.00008127166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067081547,0.00032686055,0.0003195772,0.00063551037,0.0028620944,0.0066831107,0.00056301785,0.0017682449,0.011666787],"category_scores_gemma":[0.0012237523,0.00012925992,0.0003328428,0.0005298053,0.014473928,0.0037217743,0.0025239235,0.002181535,0.0018034317],"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":[0.00006491192,0.000030298062,0.0014857242,0.0001936905,0.000009615457,0.0002335164,0.025110332,0.000095922995,0.0004773009,0.9227686,0.014891742,0.03463844],"study_design_scores_gemma":[0.00002381324,0.000111945505,0.0061480207,0.0008690313,0.000012499259,0.00075773464,0.03080258,0.00018333911,0.00043171048,0.21553852,0.74509174,0.000029078701],"about_ca_topic_score_codex":0.004784132,"about_ca_topic_score_gemma":0.005484492,"teacher_disagreement_score":0.011666787,"about_ca_system_score_codex":0.0017486281,"about_ca_system_score_gemma":0.001505583,"threshold_uncertainty_score":0.03902924},"labels":[],"label_agreement":null},{"id":"W4400123794","doi":"10.11647/obp.0385.04","title":"4. Selling Revolution","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Canadian Identity and History","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":"Lancaster University","keywords":"Appeal; Newspaper; Opposition (politics); Watson; Political science; History; Economic history; Law; Politics","score_opus":0.02601319398576156,"score_gpt":0.2552430083964486,"score_spread":0.22922981441068702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400123794","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":[0.007599435,0.0031117084,0.0004888015,0.0027195888,0.000379405,0.00001988124,0.00010760321,0.000039006776,0.98553467],"genre_scores_gemma":[0.30992603,0.006343756,0.0011038207,0.0057332106,0.0007378896,0.00008020627,0.0004786493,0.00021301318,0.67538345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831957,0.00029854578,0.0000598143,0.00034498412,0.00048926333,0.00048775662],"domain_scores_gemma":[0.9995728,0.00008795325,0.000051560575,0.00010138515,0.00010363534,0.00008263238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011268572,0.00052572886,0.0003787637,0.0013862428,0.0066093225,0.010293517,0.00087637955,0.0025510543,0.068602756],"category_scores_gemma":[0.0021117858,0.0002861892,0.0005947497,0.0016506589,0.0043188217,0.0058367085,0.0038571348,0.0044140806,0.019009614],"study_design_candidate":"not_applicable","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":[0.000029049743,0.000049583003,0.0010112034,0.00009719164,0.000006518989,0.00025053517,0.004963725,0.000070440954,0.00017850741,0.92470944,0.038132995,0.030500736],"study_design_scores_gemma":[0.000006072846,0.00001890547,0.001417565,0.00016128637,0.0000037217562,0.00019815474,0.0025215023,0.00003856837,0.0001581261,0.0229347,0.9725345,0.0000070295114],"about_ca_topic_score_codex":0.006200716,"about_ca_topic_score_gemma":0.0060981545,"teacher_disagreement_score":0.99379927,"about_ca_system_score_codex":0.004897006,"about_ca_system_score_gemma":0.0021283522,"threshold_uncertainty_score":0.2294991},"labels":[],"label_agreement":null},{"id":"W4401118628","doi":"10.11647/obp.0396","title":"The Diagrammatics of ‘Race’","year":2024,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","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":"Novelis (Canada)","funders":"Universität Zürich; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Kinship; Family tree; Race (biology); Humanity; Ideology; Eugenics; Genealogy; Categorization; Sociology; Anthropology; Politics; Biological anthropology; Epistemology; Social science; History; Biology; Gender studies; Philosophy; Political science","score_opus":0.010401614176725025,"score_gpt":0.25349390188818466,"score_spread":0.24309228771145963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401118628","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":[0.004542293,0.0234486,0.12648997,0.029204832,0.0074481335,0.00006965596,0.0006958528,0.0011945659,0.80690604],"genre_scores_gemma":[0.4577233,0.021753887,0.084523335,0.0128694745,0.008228287,0.0004955908,0.0012276557,0.002351774,0.41082674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980566,0.0010318502,0.000080422324,0.0003175897,0.00036643978,0.00014702062],"domain_scores_gemma":[0.9970759,0.0019669856,0.00018518398,0.00029808373,0.00032047246,0.0001534481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014047393,0.00071968045,0.00050417206,0.0019922915,0.002986923,0.00700038,0.001268118,0.0017433779,0.02363069],"category_scores_gemma":[0.006588829,0.0003598596,0.00081859593,0.0019906994,0.011085111,0.013783874,0.0020019447,0.0035418505,0.0053419913],"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":[0.0000066134485,0.0000017414623,0.000035843048,0.00003650662,0.0000019751221,0.000017175327,0.0013907518,0.000103477396,0.000048038328,0.966888,0.02475692,0.006713055],"study_design_scores_gemma":[0.0000032726448,0.0000055533815,0.00007089696,0.0000587208,0.0000023091197,0.00008845681,0.00054323376,0.00042371816,0.00008225957,0.30095172,0.69776195,0.000007894783],"about_ca_topic_score_codex":0.0033768243,"about_ca_topic_score_gemma":0.003129961,"teacher_disagreement_score":0.02363069,"about_ca_system_score_codex":0.0030404124,"about_ca_system_score_gemma":0.0013241639,"threshold_uncertainty_score":0.07905251},"labels":[],"label_agreement":null},{"id":"W4402190117","doi":"10.11647/obp.0360.22","title":"22. Representation of Future Generations in United Kingdom Policy-Making","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Regional Development and Policy","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":"International Institute for Sustainable Development","funders":"","keywords":"Kingdom; Representation (politics); Computer science; Political science; Geology; Law","score_opus":0.08218539952135735,"score_gpt":0.38730471893148455,"score_spread":0.3051193194101272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402190117","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":[0.0142741315,0.026889026,0.00322796,0.026907194,0.0016476403,0.000036939207,0.00009167119,0.00006523644,0.92686015],"genre_scores_gemma":[0.47524384,0.014325849,0.0049851034,0.004712229,0.00022144173,0.0001139335,0.00011744861,0.0001046569,0.5001755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973459,0.0017076094,0.00010185696,0.00014735569,0.00032179488,0.0003753036],"domain_scores_gemma":[0.99917525,0.00044430103,0.00006511523,0.00008157884,0.00016001984,0.00007374386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022448227,0.00052654935,0.00027337193,0.00089905574,0.0048363106,0.009554881,0.00066495757,0.0026714264,0.016029477],"category_scores_gemma":[0.0034098027,0.00028649057,0.0003403286,0.0011354835,0.0050411406,0.00402689,0.0031448086,0.0018034772,0.0029429623],"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":[0.00001685661,0.0000049249456,0.00019802524,0.00013472787,0.000003446794,0.0002255792,0.021631107,0.00058126,0.0001143546,0.9151293,0.037487432,0.024473054],"study_design_scores_gemma":[0.000003391497,0.0000139123795,0.00065556745,0.00052888494,0.000006335661,0.00021375243,0.012661878,0.00031526308,0.00015859318,0.05405502,0.9313705,0.000016870608],"about_ca_topic_score_codex":0.04780149,"about_ca_topic_score_gemma":0.08943528,"teacher_disagreement_score":0.04780149,"about_ca_system_score_codex":0.01211421,"about_ca_system_score_gemma":0.004393079,"threshold_uncertainty_score":0.09504652},"labels":[],"label_agreement":null},{"id":"W4402220368","doi":"10.11647/obp.0377.04","title":"4. The Family Square","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Gender and Feminism Studies","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":"Square (algebra); Computer science; Mathematics; Geometry","score_opus":0.06041471618430689,"score_gpt":0.31764621396691917,"score_spread":0.2572314977826123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402220368","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":[0.007059359,0.003213002,0.0011454422,0.04345949,0.004311606,0.00009173234,0.00032335563,0.0001492399,0.94024676],"genre_scores_gemma":[0.07891094,0.0019216554,0.0008490915,0.028110268,0.00059031526,0.00011239075,0.00020951511,0.00013188872,0.8891639],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976484,0.00060402404,0.000064502885,0.000250481,0.0005821101,0.0008504865],"domain_scores_gemma":[0.99824154,0.00012425933,0.000082874714,0.00013189131,0.0005291838,0.0008902414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014114858,0.00047289228,0.0002556847,0.0007067123,0.01729272,0.006788199,0.0009311035,0.0037780616,0.10968936],"category_scores_gemma":[0.00363282,0.00031112588,0.0004693604,0.0007743772,0.0041600824,0.005100772,0.005822391,0.0062226397,0.035183802],"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":[0.000030259123,0.00004971887,0.0019768544,0.00006979376,0.00000404026,0.000949804,0.017693019,0.000045081666,0.00017351753,0.22604555,0.688471,0.06449132],"study_design_scores_gemma":[0.0000018685696,0.000006814383,0.00040191866,0.000052748517,5.700723e-7,0.00020043252,0.0031351198,0.0000045567544,0.000028025295,0.0015808275,0.9945825,0.0000045758065],"about_ca_topic_score_codex":0.042114217,"about_ca_topic_score_gemma":0.062123444,"teacher_disagreement_score":0.10968936,"about_ca_system_score_codex":0.006108136,"about_ca_system_score_gemma":0.00926916,"threshold_uncertainty_score":0.36694747},"labels":[],"label_agreement":null},{"id":"W4402227092","doi":"10.11647/obp.0408.08","title":"8. Augustus De Morgan and the Bloomsbury Milieu","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Postcolonial and Cultural Literary Studies","field":"Arts and Humanities","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":"Quarter (Canadian coin); Context (archaeology); Politics; Sociology; History; Media studies; Art history; Classics; Law; Political science; Archaeology","score_opus":0.019092672157626632,"score_gpt":0.21296518503494782,"score_spread":0.19387251287732118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402227092","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":[0.021837343,0.034955285,0.0006937878,0.036173083,0.0014086695,0.000027156686,0.000052693027,0.00003982075,0.9048122],"genre_scores_gemma":[0.19245647,0.01601075,0.0010654192,0.0046323924,0.00030355423,0.000028497956,0.000022756787,0.00007392914,0.7854063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992318,0.00023560983,0.00002426517,0.00010180451,0.00023371767,0.00017272602],"domain_scores_gemma":[0.99956554,0.00013283677,0.000045325964,0.000029637686,0.00009755225,0.00012908397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005796321,0.00032075695,0.00013875688,0.00088186865,0.009166491,0.007198022,0.0004296143,0.001305733,0.008955057],"category_scores_gemma":[0.0013293712,0.0002851455,0.00008763962,0.001019784,0.00931979,0.003500448,0.0026822416,0.002155577,0.0017272333],"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":[0.000025692385,0.000014688348,0.000561686,0.000080048376,0.0000021788558,0.0004875012,0.068448745,0.0000637326,0.00046042126,0.74317527,0.15090148,0.03577851],"study_design_scores_gemma":[8.22304e-7,0.000002704637,0.00024605083,0.000060057122,4.1994133e-7,0.00013003105,0.0056084213,0.00000922611,0.000059633418,0.0044810856,0.98939884,0.0000028077627],"about_ca_topic_score_codex":0.09204011,"about_ca_topic_score_gemma":0.29353586,"teacher_disagreement_score":0.09204011,"about_ca_system_score_codex":0.011767457,"about_ca_system_score_gemma":0.0074717426,"threshold_uncertainty_score":0.18300879},"labels":[],"label_agreement":null},{"id":"W4402817545","doi":"10.11647/obp.0342.00","title":"Introduction","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Polish Historical and Cultural Studies","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 Toronto","funders":"","keywords":"Judaism; Ethnic group; Interpersonal violence; Population; Ethnic composition; History; Geography; Political science; Demography; Sociology; Law; Medicine; Archaeology; Poison control","score_opus":0.03529781344188362,"score_gpt":0.287837439001976,"score_spread":0.2525396255600924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402817545","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":[0.00091836596,0.005030508,0.0018325923,0.0045062955,0.0034597411,0.00009838324,0.0009965632,0.00034323407,0.9828142],"genre_scores_gemma":[0.005482641,0.0034052525,0.0012043616,0.0021659269,0.0006595997,0.0000670911,0.0008556196,0.00017653141,0.98598284],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993807,0.000071483555,0.000034150005,0.00017985504,0.0002474493,0.00008633144],"domain_scores_gemma":[0.9994411,0.00007937096,0.000030063426,0.00008707392,0.00022499412,0.00013751267],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048753983,0.0007210943,0.0004965253,0.0011491155,0.00199991,0.0053828135,0.0014459458,0.002438356,0.43208742],"category_scores_gemma":[0.0017264937,0.0002712702,0.0004422151,0.0013453689,0.0011269168,0.004130797,0.003036488,0.0021303631,0.27482426],"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":[0.00003638095,0.000052841213,0.00034825117,0.00029747415,0.0000035339779,0.00018987864,0.0009036691,0.00009603878,0.0003724853,0.09685952,0.7076037,0.19323616],"study_design_scores_gemma":[0.0000012629208,0.000004885098,0.00012248389,0.000069245325,6.144369e-7,0.00008815439,0.00010753879,0.000011658335,0.000036188703,0.0027749992,0.9967811,0.0000018074224],"about_ca_topic_score_codex":0.0025427141,"about_ca_topic_score_gemma":0.0036067204,"teacher_disagreement_score":0.5679126,"about_ca_system_score_codex":0.001735821,"about_ca_system_score_gemma":0.001953229,"threshold_uncertainty_score":0.81005836},"labels":[],"label_agreement":null},{"id":"W4403242515","doi":"10.11647/obp.0390.11","title":"9. Iannis Xenakis’s Philosophy of Music, Stochastics, and the Postmodern Sublime","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Musicology and Musical 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":"University of Toronto","funders":"","keywords":"Sublime; Temporalities; Postmodernism; Scholarship; Aesthetics; Musical; Hierarchy; Art; Representation (politics); Object (grammar); Order (exchange); Philosophy; Literature; Epistemology; Linguistics; Politics","score_opus":0.04322999745779384,"score_gpt":0.2261471194630014,"score_spread":0.18291712200520754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403242515","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":[0.029282607,0.011616793,0.026397722,0.036103576,0.0013249743,0.000050425275,0.00010025759,0.0002363722,0.89488727],"genre_scores_gemma":[0.8178673,0.0036282567,0.007449323,0.0055791093,0.0012259475,0.00014482856,0.000048153346,0.00022121891,0.16383594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982072,0.00083635777,0.00007898923,0.00029096572,0.00043390703,0.00015262688],"domain_scores_gemma":[0.99913603,0.00043782985,0.000092697905,0.00010839457,0.00014604832,0.000079082325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017614119,0.00053865934,0.00024788786,0.00081497524,0.003976043,0.0063249674,0.00079894724,0.0018911788,0.0052681863],"category_scores_gemma":[0.0029082696,0.00017607836,0.0003361444,0.00046857435,0.016280774,0.0041528367,0.0028880057,0.0028971361,0.0018147341],"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":[0.000020418778,0.0000052256346,0.00016960656,0.000034147506,0.0000016004819,0.00007373181,0.010291947,0.000106213,0.00025890113,0.9799922,0.00475079,0.0042951973],"study_design_scores_gemma":[0.000023814144,0.00004778956,0.0010529215,0.00024817747,0.00000592025,0.00053394947,0.007459005,0.00083484844,0.0009947692,0.39847183,0.59029686,0.000030179383],"about_ca_topic_score_codex":0.0034154449,"about_ca_topic_score_gemma":0.0040632566,"teacher_disagreement_score":0.0063249674,"about_ca_system_score_codex":0.0038514833,"about_ca_system_score_gemma":0.0019582214,"threshold_uncertainty_score":0.027944624},"labels":[],"label_agreement":null},{"id":"W4403242533","doi":"10.11647/obp.0390.18","title":"16. A Myth of Recurrence in Iannis Xenakis’s La Legende d’Eer","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Renaissance Literature and Culture","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":"University of Toronto","funders":"","keywords":"Character (mathematics); Impossibility; Art; Flourishing; Theme (computing); Literature; Philosophy; Psychology; Computer science","score_opus":0.03154342878044996,"score_gpt":0.24918631738847802,"score_spread":0.21764288860802805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403242533","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":[0.014246438,0.010977059,0.0037805845,0.020471653,0.0018528469,0.000020479887,0.0000438062,0.00016415025,0.94844294],"genre_scores_gemma":[0.5362955,0.0057086227,0.0026025248,0.0056381077,0.0016165501,0.000089798865,0.00006278382,0.00031363158,0.44767252],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984274,0.000860218,0.000033794993,0.0002073235,0.0003072895,0.00016401357],"domain_scores_gemma":[0.99947137,0.00023719527,0.000053505235,0.000099571706,0.000076325785,0.000061999184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001407652,0.00050884305,0.00029326824,0.0006708605,0.004750517,0.0067836097,0.00080342183,0.001621976,0.008324008],"category_scores_gemma":[0.0026165596,0.00019629416,0.00031163025,0.0007839824,0.020237943,0.0041846912,0.0035522322,0.0041300044,0.002623645],"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":[0.00001909892,0.000006588486,0.00011812257,0.000039862014,0.0000016761134,0.00016101557,0.04604249,0.000088305766,0.0001852806,0.9239517,0.021145055,0.008240766],"study_design_scores_gemma":[0.00000895776,0.000022352164,0.0003854434,0.00015635794,0.0000031917587,0.00037139756,0.015795343,0.0000995432,0.0002772813,0.053941194,0.928925,0.000013864183],"about_ca_topic_score_codex":0.005903693,"about_ca_topic_score_gemma":0.008038243,"teacher_disagreement_score":0.008324008,"about_ca_system_score_codex":0.0033163086,"about_ca_system_score_gemma":0.0019429494,"threshold_uncertainty_score":0.027846515},"labels":[],"label_agreement":null},{"id":"W4403242555","doi":"10.11647/obp.0390.51","title":"49. An Architecture of Alchemy","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Architecture, Modernity, and Design","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 Toronto","funders":"","keywords":"Architecture; Framing (construction); Assertion; Visual arts; Art; Aesthetics; Computer science; Engineering","score_opus":0.02363603054272991,"score_gpt":0.2356293124888975,"score_spread":0.2119932819461676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403242555","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":[0.002983939,0.0011212882,0.0065672053,0.0018699538,0.00017716772,0.000017170463,0.000042818283,0.00010021372,0.9871202],"genre_scores_gemma":[0.44946137,0.0017101279,0.008962323,0.0014693595,0.0003880556,0.0001027426,0.00010373068,0.00030847057,0.5374938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99950457,0.00016363217,0.000012326369,0.000106470376,0.0001364978,0.000076494754],"domain_scores_gemma":[0.9997886,0.000054175172,0.0000128661495,0.00005908756,0.00005547794,0.000029867288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040169084,0.00038366282,0.00015674843,0.00081326853,0.0040370077,0.005689356,0.0005478825,0.0012629956,0.023696447],"category_scores_gemma":[0.00086289796,0.00017726496,0.00030366308,0.0005574644,0.0129020475,0.0037933763,0.0022495377,0.0016145871,0.004356053],"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":[0.0000031829286,0.00000138949,0.000020403804,0.000005807846,5.944404e-7,0.00001864897,0.0007595842,0.000057983303,0.000064239845,0.9949549,0.0020911207,0.002022106],"study_design_scores_gemma":[0.000008907404,0.000012585278,0.0001589649,0.000040828556,0.0000046358473,0.00012606893,0.0009432741,0.00043059487,0.00041197494,0.49099335,0.50686044,0.000008433536],"about_ca_topic_score_codex":0.009236847,"about_ca_topic_score_gemma":0.014163621,"teacher_disagreement_score":0.023696447,"about_ca_system_score_codex":0.0041453736,"about_ca_system_score_gemma":0.001876241,"threshold_uncertainty_score":0.07927251},"labels":[],"label_agreement":null},{"id":"W4403242557","doi":"10.11647/obp.0390.50","title":"48. Polytope XXI","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Philosophical and Theoretical 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":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Inscribed figure; Pavilion; Art; Computer science; Visual arts; Tribute; Art history; Computer graphics (images); History; Mathematics; Archaeology","score_opus":0.037260850368396714,"score_gpt":0.23267456528809988,"score_spread":0.19541371491970316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403242557","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":[0.00034064756,0.0030120874,0.0005946668,0.0005173363,0.0010051515,0.00003769433,0.0003108712,0.00016203898,0.9940194],"genre_scores_gemma":[0.0023909856,0.0014317718,0.00024565868,0.0001917947,0.00022226707,0.00003564068,0.00015271385,0.00010440672,0.99522483],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997793,0.0000151586155,0.0000055666974,0.00005786465,0.00010641608,0.000035706198],"domain_scores_gemma":[0.9998728,0.000022110054,0.000007457331,0.00001844924,0.000045948473,0.000033172706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014470666,0.0008926462,0.00030584598,0.000951313,0.0025968344,0.003879113,0.0005354176,0.00086435245,0.26730767],"category_scores_gemma":[0.0004184555,0.00027516444,0.00028121565,0.0012172788,0.001672591,0.0017839243,0.0013001002,0.0019792786,0.09244397],"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":[0.000042470565,0.000026736132,0.00015039944,0.00022709012,0.0000026984774,0.00017790336,0.0012617813,0.00009277937,0.0008906722,0.103817046,0.79351985,0.09979059],"study_design_scores_gemma":[9.636984e-7,0.0000038904063,0.00015965072,0.000027688473,3.1171413e-7,0.000043993346,0.000054561966,0.000009007203,0.000043823547,0.0004038358,0.9992508,0.0000014122836],"about_ca_topic_score_codex":0.023133397,"about_ca_topic_score_gemma":0.05071901,"teacher_disagreement_score":0.26730767,"about_ca_system_score_codex":0.0023882657,"about_ca_system_score_gemma":0.0015736267,"threshold_uncertainty_score":0.8942332},"labels":[],"label_agreement":null},{"id":"W4403242681","doi":"10.11647/obp.0390.21","title":"19. Performing Iannis Xenakis’s Polyrhythms","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Musicology and Musical 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":"McGill University","funders":"","keywords":"Notation; Rhythm; Computer science; Metric (unit); Perception; Musical notation; Polyphony; Context (archaeology); Active listening; Metronome; Musical; Communication; Mathematics; Psychology; Aesthetics; Art; Arithmetic; Visual arts","score_opus":0.05167564876539601,"score_gpt":0.24938531875703093,"score_spread":0.19770966999163492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403242681","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":[0.081678644,0.0018860269,0.023470016,0.0054769916,0.0014661355,0.00011009505,0.0001719202,0.0004725662,0.8852675],"genre_scores_gemma":[0.74018455,0.0017636808,0.01501864,0.0008761022,0.00045388282,0.00011811655,0.00014857469,0.00035038925,0.24108598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99850935,0.0006167923,0.000077939636,0.00025487712,0.00039305098,0.00014792247],"domain_scores_gemma":[0.9994241,0.00017041582,0.000060525927,0.000115296905,0.00011741485,0.00011224551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012063134,0.0006459844,0.000287111,0.00053677394,0.0023261297,0.004573554,0.0007083174,0.0008627003,0.012501732],"category_scores_gemma":[0.0025180276,0.00014706685,0.00027913402,0.0004424991,0.005154229,0.0018176871,0.002864552,0.0016578063,0.004711439],"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":[0.00026118546,0.000048811202,0.0019999587,0.0004596704,0.000015525628,0.0010320602,0.105478205,0.00084757025,0.009884574,0.77226317,0.0343899,0.07331942],"study_design_scores_gemma":[0.00002581777,0.00030660254,0.0047781835,0.0005263937,0.000019580883,0.0017845983,0.04293956,0.001366197,0.007080126,0.037239928,0.9038667,0.00006620022],"about_ca_topic_score_codex":0.0016329834,"about_ca_topic_score_gemma":0.0033486455,"teacher_disagreement_score":0.012501732,"about_ca_system_score_codex":0.001268597,"about_ca_system_score_gemma":0.0009102659,"threshold_uncertainty_score":0.041822493},"labels":[],"label_agreement":null},{"id":"W4403242760","doi":"10.11647/obp.0390.02","title":"Prolegomenon","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Architecture and Computational Design","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 Guelph","funders":"","keywords":"Computer science; Realm; Architecture; Multimedia; Visual arts; Art","score_opus":0.012497544648847073,"score_gpt":0.20791699100873315,"score_spread":0.19541944635988606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403242760","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":[0.004232067,0.014754098,0.0071928394,0.020641588,0.004836762,0.00002738596,0.00016243767,0.00009994752,0.948053],"genre_scores_gemma":[0.34113696,0.025503453,0.0066746525,0.020982446,0.007606564,0.00021588316,0.00044942027,0.00042465448,0.59700596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99884963,0.00038891603,0.000040586663,0.0003603146,0.00021905085,0.00014144322],"domain_scores_gemma":[0.9994899,0.00021806516,0.000042657215,0.00008286582,0.00009619756,0.00007037595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009693672,0.0007279536,0.00042639984,0.0012177959,0.0039321543,0.004798044,0.0007126765,0.0016862145,0.025745833],"category_scores_gemma":[0.0020644285,0.00020223373,0.00035774228,0.00085669494,0.011587314,0.0051562856,0.0031428642,0.0042553367,0.009641403],"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":[0.000016432365,0.000010210028,0.00009560689,0.00003388684,0.0000024392755,0.00009377512,0.0015960018,0.00005815338,0.00007844985,0.966075,0.021524733,0.010415232],"study_design_scores_gemma":[0.0000071302293,0.000015482525,0.00013867828,0.0001363772,0.00000295087,0.0002695943,0.00072567945,0.00015602878,0.00014944746,0.24628471,0.75210583,0.000008056563],"about_ca_topic_score_codex":0.0026085067,"about_ca_topic_score_gemma":0.0021807079,"teacher_disagreement_score":0.025745833,"about_ca_system_score_codex":0.0037484486,"about_ca_system_score_gemma":0.0017387244,"threshold_uncertainty_score":0.08612841},"labels":[],"label_agreement":null},{"id":"W4406103391","doi":"10.11647/obp.0427","title":"Being in Shadow and Light","year":2025,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Social and Cultural Dynamics","field":"Social Sciences","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":"Universidad de Antioquia; Universidad Nacional de Colombia; Queen's University Belfast; Queen's University; Society for Research into Higher Education","keywords":"Shadow (psychology); Psychology; Psychoanalysis","score_opus":0.013873479904448115,"score_gpt":0.28820814386363125,"score_spread":0.27433466395918316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406103391","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":[0.11568327,0.012224712,0.010180122,0.07035495,0.008077815,0.00006817886,0.00014392367,0.0003628763,0.78290415],"genre_scores_gemma":[0.83478713,0.0033969078,0.001675907,0.009253447,0.0012101178,0.00004220621,0.000058558588,0.00031533116,0.14926048],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958294,0.0022148488,0.00007865991,0.00055174046,0.00071966666,0.00060571503],"domain_scores_gemma":[0.9972869,0.0008590998,0.00029301934,0.0004002049,0.00037965496,0.00078116445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025219987,0.00059179944,0.000588445,0.0010695466,0.014805864,0.016939918,0.00086026266,0.002052961,0.01329709],"category_scores_gemma":[0.005793467,0.00031003446,0.00038978553,0.00089701155,0.04173065,0.010666214,0.010080723,0.0049392227,0.0030209122],"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":[0.000060887618,0.00003731297,0.0019867125,0.0001472804,0.000015661411,0.00062746543,0.5540753,0.00006823344,0.0012894883,0.34115246,0.05638515,0.04415409],"study_design_scores_gemma":[0.000004994375,0.000032367767,0.0010098856,0.00020509194,0.0000066016737,0.0004953312,0.16185127,0.000041832234,0.0002627798,0.03036167,0.80570567,0.000022509019],"about_ca_topic_score_codex":0.005047313,"about_ca_topic_score_gemma":0.007950873,"teacher_disagreement_score":0.016939918,"about_ca_system_score_codex":0.0038208792,"about_ca_system_score_gemma":0.004025729,"threshold_uncertainty_score":0.044483185},"labels":[],"label_agreement":null},{"id":"W4406983514","doi":"10.11647/obp.0395.17","title":"17. Blue Justice principles for small-scale fisheries in marine protected areas","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Coastal and Marine Management","field":"Environmental Science","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":"Memorial University of Newfoundland","funders":"Ocean Foundation; Gordon and Betty Moore Foundation","keywords":"Fishery; Scale (ratio); Oceanography; Marine protected area; Marine fish; Environmental science; Geography; Fish <Actinopterygii>; Geology; Ecology; Biology; Cartography","score_opus":0.02447117000408007,"score_gpt":0.22170146551316045,"score_spread":0.1972302955090804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406983514","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":[0.00323314,0.0050397706,0.009995228,0.01181509,0.0007921787,0.00006272524,0.000092575196,0.000052457,0.9689169],"genre_scores_gemma":[0.23571101,0.006521528,0.013602474,0.016155127,0.0007758933,0.00044832213,0.0001858661,0.0001411155,0.72645867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990351,0.0002439674,0.00005363301,0.000119918266,0.00036098156,0.00018643793],"domain_scores_gemma":[0.9995832,0.000147511,0.00004930249,0.000048841757,0.00012663986,0.0000444254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011318625,0.0003445691,0.00026266696,0.000534673,0.0025461246,0.004675474,0.00088227546,0.0019359252,0.010142847],"category_scores_gemma":[0.0018449129,0.00021766912,0.0004274933,0.0008625424,0.006446392,0.0031927756,0.0022565695,0.0029845112,0.0022539084],"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":[0.0000020482719,0.0000055254472,0.00010052669,0.00003667827,0.0000016232814,0.00003510646,0.0007350715,0.00023733148,0.000050672235,0.9634031,0.02393069,0.01146164],"study_design_scores_gemma":[0.0000052477176,0.000012449673,0.00079439435,0.00024054323,0.0000044466346,0.00010770293,0.0005577117,0.00026711047,0.0001295671,0.42596284,0.57190895,0.000009015816],"about_ca_topic_score_codex":0.010949328,"about_ca_topic_score_gemma":0.0222005,"teacher_disagreement_score":0.010949328,"about_ca_system_score_codex":0.002777914,"about_ca_system_score_gemma":0.0039511095,"threshold_uncertainty_score":0.033931136},"labels":[],"label_agreement":null},{"id":"W4406983515","doi":"10.11647/obp.0395.15","title":"15. Indigenous leadership is essential to conservation","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Indigenous Studies and Ecology","field":"Health Professions","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 Victoria","funders":"Ocean Foundation; Gordon and Betty Moore Foundation","keywords":"Indigenous; Political science; Sociology; Geography; Ecology; Biology","score_opus":0.11230254986960002,"score_gpt":0.37857245721612603,"score_spread":0.266269907346526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406983515","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":[0.0032257999,0.01096015,0.0007899175,0.05228549,0.0020546184,0.000034320386,0.000033233388,0.000076250224,0.93054014],"genre_scores_gemma":[0.14160626,0.011919376,0.0035657822,0.018628797,0.0010818118,0.00007720232,0.00005301607,0.00010815328,0.8229596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987739,0.00031640593,0.000035279674,0.000115318966,0.00045029743,0.00030882857],"domain_scores_gemma":[0.9990608,0.00014956655,0.00006351257,0.000078868434,0.0003398904,0.00030737743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014403659,0.00022671996,0.0003395618,0.00042463478,0.007889991,0.0068778666,0.0009017651,0.001980172,0.018905703],"category_scores_gemma":[0.0016948243,0.00019809068,0.00017447562,0.0006836692,0.0071448623,0.0033248288,0.0035490068,0.0027611232,0.0038957552],"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":[0.000013345157,0.00003853805,0.00087733485,0.0004011252,0.000009715218,0.00034373053,0.055476405,0.00013636591,0.0005353138,0.51306343,0.30327028,0.12583436],"study_design_scores_gemma":[0.0000012627653,0.0000060074262,0.00060461415,0.00023886663,0.0000028009208,0.00008809145,0.005059631,0.000020249094,0.000042142045,0.009757765,0.9841738,0.0000048298193],"about_ca_topic_score_codex":0.09899131,"about_ca_topic_score_gemma":0.2098524,"teacher_disagreement_score":0.09899131,"about_ca_system_score_codex":0.004690127,"about_ca_system_score_gemma":0.012556013,"threshold_uncertainty_score":0.19683021},"labels":[],"label_agreement":null},{"id":"W4406983539","doi":"10.11647/obp.0395.19","title":"19. Recruiting, retaining and championing women, LGBTQ+, and POC researchers in marine conservation","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Gender Diversity and Inequality","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 Victoria","funders":"Ocean Foundation; Gordon and Betty Moore Foundation","keywords":"Sociology","score_opus":0.2746610303321831,"score_gpt":0.35991629174025647,"score_spread":0.08525526140807338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406983539","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046184175,0.028996568,0.0010386942,0.05901016,0.0039132955,0.00010062238,0.00008359672,0.00007765351,0.902161],"genre_scores_gemma":[0.045110818,0.021171894,0.0023218777,0.024448654,0.000704059,0.00024666786,0.00007762408,0.000102563106,0.9058159],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987929,0.00054905895,0.000025772839,0.000067850866,0.0002966273,0.00026786773],"domain_scores_gemma":[0.9988919,0.0005250921,0.00006140357,0.000027768658,0.00016932418,0.00032447098],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002024755,0.00034207015,0.0002420606,0.00067475135,0.006187551,0.0068521444,0.000888672,0.0026286207,0.02146687],"category_scores_gemma":[0.0019980664,0.00023207022,0.0001751026,0.0014262905,0.0039194897,0.0038458104,0.0029794301,0.0025581075,0.00660921],"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":[0.000011931778,0.000040675222,0.0011510779,0.00034884538,0.0000016980398,0.00019070794,0.035214845,0.000044606324,0.00021471511,0.2098344,0.6172681,0.13567847],"study_design_scores_gemma":[0.000002472358,0.000011917776,0.0015772762,0.0005081122,0.0000013580427,0.00012297559,0.013380592,0.000029955285,0.00008228812,0.009420435,0.9748585,0.0000041614044],"about_ca_topic_score_codex":0.021186577,"about_ca_topic_score_gemma":0.12502307,"teacher_disagreement_score":0.99797523,"about_ca_system_score_codex":0.0031787509,"about_ca_system_score_gemma":0.009787197,"threshold_uncertainty_score":0.07181388},"labels":[],"label_agreement":null},{"id":"W4406983568","doi":"10.11647/obp.0395.05","title":"5. Climate change impacts on the fisheries and aquaculture sectors with a focus on Malaysia","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Marine and fisheries research","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 British Columbia","funders":"Ocean Foundation; Gordon and Betty Moore Foundation","keywords":"Aquaculture; Fishery; Climate change; Business; Geography; Natural resource economics; Environmental resource management; Environmental science; Oceanography; Fish <Actinopterygii>; Economics; Biology; Geology","score_opus":0.02565069351712949,"score_gpt":0.23792719383732597,"score_spread":0.2122765003201965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406983568","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":[0.021687014,0.042255405,0.00083397166,0.0056031123,0.001096739,0.000025800924,0.00019723603,0.00008139611,0.9282194],"genre_scores_gemma":[0.24741216,0.07333078,0.0019139614,0.003629581,0.00043449074,0.000034432644,0.00026732837,0.00008464426,0.6728926],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999255,0.000015387204,0.000002555686,0.000008051343,0.000023888897,0.000024664754],"domain_scores_gemma":[0.9999378,0.000017838798,0.000010513335,0.000003730197,0.000014760111,0.00001540519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013574066,0.00042959346,0.00009441264,0.0004508733,0.00070344267,0.0029026526,0.00024002648,0.00061096775,0.009748691],"category_scores_gemma":[0.00017803076,0.0001119119,0.00031254103,0.0011421269,0.00064356386,0.001313391,0.0009461377,0.00084869115,0.001942204],"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":[0.000051958687,0.00008742282,0.0092801,0.0017291722,0.000027021471,0.002746606,0.011910165,0.005283685,0.0023229974,0.3590716,0.21254252,0.3949467],"study_design_scores_gemma":[0.0000012811305,0.000022960909,0.008393394,0.00074904814,0.000008092246,0.00072351546,0.0031281216,0.0003903762,0.0005968983,0.006524703,0.9794484,0.0000133823305],"about_ca_topic_score_codex":0.016720524,"about_ca_topic_score_gemma":0.036708362,"teacher_disagreement_score":0.016720524,"about_ca_system_score_codex":0.002387082,"about_ca_system_score_gemma":0.0018567373,"threshold_uncertainty_score":0.033246398},"labels":[],"label_agreement":null},{"id":"W4407910619","doi":"10.11647/obp.0418.37","title":"37. Q method","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Q Methodology Applications","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":"University of Guelph","funders":"","keywords":"Computer science","score_opus":0.31031386364569463,"score_gpt":0.5053706031372394,"score_spread":0.19505673949154473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407910619","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":[0.00420027,0.00172612,0.26823997,0.0067918114,0.001592111,0.015819538,0.006507913,0.002796932,0.6923253],"genre_scores_gemma":[0.043639634,0.0023845774,0.50556624,0.005193402,0.00041973343,0.025431938,0.0059434515,0.0018857794,0.4095353],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9760335,0.013171344,0.0017532464,0.0020732433,0.0062146746,0.00075399823],"domain_scores_gemma":[0.9703711,0.014178643,0.0009947919,0.0033253657,0.010177376,0.0009526842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020939978,0.0011890007,0.0009814738,0.004136281,0.003775878,0.0075974124,0.003211005,0.0024582187,0.20434445],"category_scores_gemma":[0.053268287,0.00075865886,0.0011116327,0.004836469,0.002935542,0.004461754,0.0047712177,0.002569719,0.0858799],"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":[0.0001310813,0.00015194222,0.0010290941,0.0016703258,0.000026577727,0.00013142927,0.0044078454,0.00066535955,0.00049363903,0.34861404,0.25015828,0.39252046],"study_design_scores_gemma":[0.00006618405,0.00007750336,0.0009084747,0.0011068622,0.000020587606,0.000190262,0.0020170938,0.0012112857,0.00052017346,0.0631437,0.9306953,0.000042491996],"about_ca_topic_score_codex":0.0066288654,"about_ca_topic_score_gemma":0.0071259886,"teacher_disagreement_score":0.20434445,"about_ca_system_score_codex":0.0061235325,"about_ca_system_score_gemma":0.015117843,"threshold_uncertainty_score":0.6836003},"labels":[],"label_agreement":null},{"id":"W4408170789","doi":"10.11647/obp.0463.15","title":"Rabbinic Hebrew kyd ~ ʿkyd: Insights from Palestinian Arabic","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Archaeology and Historical Studies","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":"Canadian Friends Of Tel-Aviv University","funders":"European Commission","keywords":"Arabic; Hebrew; Philosophy; Classics; Art; Linguistics","score_opus":0.04084007773632743,"score_gpt":0.2296116814428128,"score_spread":0.18877160370648538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408170789","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":[0.8805721,0.012733902,0.00089725794,0.004291043,0.000118904354,0.00003549803,0.00010715286,0.000018916562,0.10122527],"genre_scores_gemma":[0.9824394,0.0046536317,0.000607782,0.0005857957,0.000057303914,0.000021446076,0.00004519537,0.000030985102,0.011558545],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942905,0.00035936845,0.00001914635,0.000055394827,0.00006691827,0.00007003116],"domain_scores_gemma":[0.9991273,0.0006069929,0.00009725965,0.00004421039,0.000071063434,0.000053102725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014045407,0.00062532164,0.00039876444,0.0022932792,0.009071573,0.005614507,0.0006959298,0.0010602267,0.00459244],"category_scores_gemma":[0.001882701,0.00032081353,0.0001103336,0.0030586019,0.009242003,0.0038686336,0.0028457064,0.002245063,0.0007249214],"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":[0.000035357334,0.000021215179,0.0010490924,0.00012135964,0.000002292142,0.0010213901,0.9745908,0.000027578553,0.0010664499,0.009073888,0.00069603574,0.012294535],"study_design_scores_gemma":[0.000005965414,0.000023443508,0.006469624,0.00030317027,0.0000053302547,0.0009940038,0.8903582,0.0000830087,0.0006993627,0.0031457178,0.09789973,0.000012388735],"about_ca_topic_score_codex":0.013391898,"about_ca_topic_score_gemma":0.036900237,"teacher_disagreement_score":0.013391898,"about_ca_system_score_codex":0.0045379708,"about_ca_system_score_gemma":0.0016231904,"threshold_uncertainty_score":0.032925427},"labels":[],"label_agreement":null},{"id":"W4408170800","doi":"10.11647/obp.0463.29","title":"Arabic Spells against Menstrual Bleeding in Mandaic Script","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Archaeology and Historical Studies","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":"Canadian Friends Of Tel-Aviv University","funders":"","keywords":"Arabic; Medicine; History; Linguistics; Philosophy","score_opus":0.037970334344545865,"score_gpt":0.23304172858480263,"score_spread":0.19507139424025677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408170800","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":[0.8575498,0.0057770386,0.0019361234,0.0020680618,0.0005830692,0.000085140855,0.0006068832,0.00008917105,0.13130473],"genre_scores_gemma":[0.98350614,0.0017589185,0.001447381,0.00016189142,0.00014795859,0.000040387647,0.00019426434,0.000091210386,0.012651846],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993223,0.00036892376,0.00004065531,0.000057238336,0.00016141543,0.000049495746],"domain_scores_gemma":[0.9975714,0.0015877503,0.00035241587,0.00011185562,0.00029799363,0.000078652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007349884,0.00038980503,0.00020995636,0.0015263894,0.0035784876,0.0020792393,0.00035407566,0.00032818416,0.0051821955],"category_scores_gemma":[0.004602843,0.00015105835,0.000083965926,0.0017814559,0.0032076524,0.000692415,0.00097359344,0.0008039844,0.0008665344],"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":[0.00027519625,0.00003324102,0.004691331,0.0007381355,0.00000895334,0.0020443653,0.87534183,0.00012285679,0.01119389,0.025628887,0.008131559,0.071789704],"study_design_scores_gemma":[0.000011076179,0.00010738151,0.039432652,0.0011052755,0.000016638052,0.002547683,0.4504449,0.00032994238,0.008803667,0.0024261777,0.49472135,0.00005327087],"about_ca_topic_score_codex":0.003913859,"about_ca_topic_score_gemma":0.01061065,"teacher_disagreement_score":0.0051821955,"about_ca_system_score_codex":0.0021471495,"about_ca_system_score_gemma":0.001152003,"threshold_uncertainty_score":0.01733619},"labels":[],"label_agreement":null},{"id":"W4408170839","doi":"10.11647/obp.0463.13","title":"The Vocabulary of the Samaritan Pentateuch","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Biblical Studies and Interpretation","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":"Canadian Friends Of Tel-Aviv University","funders":"","keywords":"Torah; Vocabulary; History; Linguistics; Philosophy; Theology; Judaism","score_opus":0.025299861698077,"score_gpt":0.23559025355591026,"score_spread":0.21029039185783327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408170839","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":[0.40131322,0.007634416,0.0047735972,0.0038386502,0.00034264207,0.000061517465,0.00038715248,0.00010171293,0.58154714],"genre_scores_gemma":[0.9822605,0.0014854642,0.0009809325,0.00013060204,0.000053101372,0.000020248255,0.00017153796,0.000039019968,0.014858553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997396,0.0000958248,0.000022228287,0.000040026145,0.00006707236,0.000035143086],"domain_scores_gemma":[0.9997484,0.000108057124,0.000036524427,0.000030050423,0.00005767923,0.00001936611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030354442,0.0001638639,0.0001814252,0.0010225167,0.0020881938,0.002794277,0.00026472527,0.00025413846,0.0041601122],"category_scores_gemma":[0.00073154416,0.0001117253,0.00007791501,0.0020094353,0.0038245635,0.0016403869,0.0011724355,0.0006720053,0.00063920906],"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":[0.00007901658,0.000018574032,0.0042186887,0.00026955598,0.000008332719,0.000906777,0.13532077,0.00020741265,0.0038293255,0.7612878,0.009974566,0.08387915],"study_design_scores_gemma":[0.000013708807,0.000070065806,0.02230956,0.00038877793,0.000016842065,0.0017548974,0.09072175,0.0007807283,0.0016289973,0.078822225,0.8034488,0.000043563556],"about_ca_topic_score_codex":0.0038473948,"about_ca_topic_score_gemma":0.0048040543,"teacher_disagreement_score":0.0041601122,"about_ca_system_score_codex":0.0011960372,"about_ca_system_score_gemma":0.0010896386,"threshold_uncertainty_score":0.013916969},"labels":[],"label_agreement":null},{"id":"W4408231822","doi":"10.11647/obp.0464.30","title":"Five Enigmatic Neo-Aramaic Lexemes and Their Possible Etymologies","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Language, Linguistics, Cultural 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":"Canadian Friends Of Tel-Aviv University","funders":"","keywords":"History; Linguistics; Art; Philosophy","score_opus":0.0258354057845582,"score_gpt":0.23281592102951273,"score_spread":0.20698051524495453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408231822","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":[0.27484256,0.0136700515,0.01358746,0.0061842483,0.0009752593,0.00011240801,0.0002475887,0.00017745183,0.69020295],"genre_scores_gemma":[0.93893576,0.0047644875,0.007778992,0.0006707084,0.0002511471,0.0000972124,0.000286341,0.00013852793,0.047076777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969363,0.00009182682,0.000022918055,0.000065362095,0.00008652203,0.000039773742],"domain_scores_gemma":[0.9997067,0.00012295332,0.000041750664,0.000035917565,0.000074699106,0.000017953107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004203103,0.0004156144,0.00024357958,0.0013544809,0.0022562377,0.002787278,0.0006989254,0.00080206443,0.003640249],"category_scores_gemma":[0.000993875,0.00014126055,0.00015666593,0.0015570838,0.008225335,0.0037430457,0.0012242869,0.0018611363,0.0007520069],"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":[0.000082675986,0.000027998318,0.002731312,0.00039101575,0.000009858026,0.0012915476,0.071318805,0.00017797927,0.0055173915,0.8562791,0.0043991585,0.057773206],"study_design_scores_gemma":[0.000014957954,0.00006342158,0.012385594,0.000600363,0.000026655596,0.006155531,0.071995966,0.000762227,0.0035551,0.14294866,0.76142794,0.00006365626],"about_ca_topic_score_codex":0.002428696,"about_ca_topic_score_gemma":0.0059407116,"teacher_disagreement_score":0.003640249,"about_ca_system_score_codex":0.0022781303,"about_ca_system_score_gemma":0.0010925563,"threshold_uncertainty_score":0.016529083},"labels":[],"label_agreement":null},{"id":"W4408232574","doi":"10.11647/obp.0464.08","title":"Two Judaeo-Arabic Letters to Abraham Maimonides","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Medieval and Classical Philosophy","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":"Canadian Friends Of Tel-Aviv University","funders":"","keywords":"Arabic; Ancient history; History; Classics; Philosophy; Linguistics","score_opus":0.04043217053536433,"score_gpt":0.2557769921066982,"score_spread":0.21534482157133386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408232574","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":[0.33162114,0.015429336,0.00087884534,0.023928616,0.0047258586,0.00011004446,0.00027276034,0.0001383597,0.622895],"genre_scores_gemma":[0.58513856,0.005643982,0.0009849059,0.004477304,0.001382038,0.000056550452,0.00018754203,0.00010557764,0.40202352],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998078,0.00005719279,0.0000063884604,0.000014751269,0.00006455908,0.00004921603],"domain_scores_gemma":[0.9995567,0.00019784409,0.00004996999,0.000016027394,0.000095417105,0.00008398427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023705076,0.0003357764,0.00011902631,0.0005777731,0.004683667,0.0018636743,0.00025478067,0.0008305197,0.009913413],"category_scores_gemma":[0.0012580168,0.00011289046,0.00006855192,0.0006619359,0.001765793,0.00062199804,0.0011019333,0.0012318557,0.0019360782],"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":[0.00064080616,0.0002079898,0.006842481,0.0011113988,0.00001769444,0.009861974,0.34135047,0.00035499615,0.0091137085,0.13526914,0.2933567,0.20187266],"study_design_scores_gemma":[0.000012491601,0.000044625023,0.006561127,0.00020014506,0.0000026402095,0.00087058113,0.027150352,0.00007877006,0.0008877416,0.0012139037,0.96296626,0.000011365015],"about_ca_topic_score_codex":0.0056610946,"about_ca_topic_score_gemma":0.018174196,"teacher_disagreement_score":0.009913413,"about_ca_system_score_codex":0.0020653747,"about_ca_system_score_gemma":0.0011596141,"threshold_uncertainty_score":0.033163667},"labels":[],"label_agreement":null},{"id":"W4408232739","doi":"10.11647/obp.0464.23","title":"The Church Militant","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"American Constitutional Law and Politics","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 Friends Of Tel-Aviv University","funders":"","keywords":"Militant; Political science; Law; Politics","score_opus":0.02616130994789152,"score_gpt":0.30951556462708546,"score_spread":0.28335425467919395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408232739","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":[0.17142421,0.0030036333,0.0006308326,0.015637154,0.0017581893,0.0000585064,0.0001222606,0.0000699319,0.8072953],"genre_scores_gemma":[0.73943406,0.0008798142,0.00037151563,0.0026513552,0.00027397662,0.000027659047,0.000049626437,0.000048154026,0.2562638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997719,0.00008270222,0.000004516665,0.000026803686,0.000034577883,0.0000795382],"domain_scores_gemma":[0.99982125,0.000040828232,0.00001726257,0.000015739573,0.000025665384,0.00007935066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027244538,0.00026498057,0.00013722478,0.0003338359,0.00926094,0.0022578258,0.00033862688,0.0010007642,0.022513472],"category_scores_gemma":[0.00074109866,0.00012035995,0.000089783134,0.000301386,0.0028910942,0.0012890367,0.0023606766,0.0023409429,0.0029615937],"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":[0.00008405693,0.00009295012,0.0039913864,0.00018975118,0.00000642964,0.002662676,0.30332452,0.000094560746,0.0024299272,0.45915815,0.16725476,0.060710814],"study_design_scores_gemma":[0.0000031225163,0.00002300978,0.0022322761,0.00010744077,0.0000023961536,0.00052481284,0.082894765,0.00005664085,0.0003248421,0.0026608272,0.91116273,0.0000071837226],"about_ca_topic_score_codex":0.0049463143,"about_ca_topic_score_gemma":0.019248184,"teacher_disagreement_score":0.022513472,"about_ca_system_score_codex":0.0024764107,"about_ca_system_score_gemma":0.0014829992,"threshold_uncertainty_score":0.07531512},"labels":[],"label_agreement":null},{"id":"W4408232772","doi":"10.11647/obp.0464.19","title":"Wrestlers before the King","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Historical Influence and Diplomacy","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 Friends Of Tel-Aviv University","funders":"","keywords":"History","score_opus":0.043948474151046364,"score_gpt":0.33989404409243257,"score_spread":0.2959455699413862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408232772","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":[0.1746915,0.0057821935,0.0014641817,0.0148508,0.0014069193,0.000024428278,0.000108833076,0.0001521307,0.801519],"genre_scores_gemma":[0.801195,0.0015047517,0.00040765072,0.0010938202,0.00021602471,0.000010035573,0.000041185926,0.00009308375,0.19543849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995153,0.00018781774,0.000012004852,0.00007405414,0.00011223755,0.0000986052],"domain_scores_gemma":[0.9994087,0.00027449304,0.00006406177,0.00007425373,0.00011288745,0.00006552343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005610992,0.00029894838,0.00022543827,0.0008442441,0.007609822,0.004607352,0.0004423789,0.0011564874,0.013396921],"category_scores_gemma":[0.0023610059,0.00014802834,0.00012838114,0.0005982453,0.008711335,0.0029541533,0.0021013853,0.0024889142,0.0015575138],"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":[0.000086808286,0.000027088347,0.0014859139,0.00015498053,0.000007145665,0.001329902,0.41298738,0.00011164576,0.0010413682,0.5101387,0.036737353,0.035891734],"study_design_scores_gemma":[0.000005181355,0.000037832935,0.0012593594,0.00017953358,0.000005167355,0.00071096217,0.09445673,0.00011275638,0.0007760012,0.013655435,0.88878894,0.000011996623],"about_ca_topic_score_codex":0.0130392425,"about_ca_topic_score_gemma":0.030496024,"teacher_disagreement_score":0.013396921,"about_ca_system_score_codex":0.004544034,"about_ca_system_score_gemma":0.0015664375,"threshold_uncertainty_score":0.04481715},"labels":[],"label_agreement":null},{"id":"W4409549645","doi":"10.11647/obp.0458.01","title":"1. Writers from British North America","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Canadian Identity and History","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":"Adventure; EPIC; Romance; Hymn; History; Mill; Poetry; Variety (cybernetics); Literature; Classics; Art; Art history; Archaeology","score_opus":0.013164950665024568,"score_gpt":0.22357732529820448,"score_spread":0.2104123746331799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409549645","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":[0.019427076,0.11121305,0.00023835534,0.0159872,0.0036867938,0.000037510767,0.0009023885,0.00008150632,0.8484262],"genre_scores_gemma":[0.07691701,0.06400049,0.000712819,0.0069856835,0.00076158484,0.0000703134,0.00075181026,0.00020136609,0.8495989],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994312,0.000084358035,0.000023807033,0.000067652676,0.00025462435,0.00013837944],"domain_scores_gemma":[0.99940383,0.00012383654,0.000040038965,0.000016963204,0.0003135239,0.00010177359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041734483,0.0005549637,0.00030298062,0.0026790102,0.012448685,0.0038235625,0.0003561416,0.000725363,0.02138444],"category_scores_gemma":[0.0009612133,0.00026489393,0.000100321195,0.0042448044,0.0014903296,0.001396943,0.0010121597,0.0016632963,0.0063275727],"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":[0.000044530556,0.000020205935,0.002481796,0.0007845506,0.0000037607485,0.0006071738,0.09055264,0.000037082937,0.00070113817,0.027989155,0.7761034,0.10067461],"study_design_scores_gemma":[6.7839466e-7,0.0000015996561,0.0012337607,0.00019739728,0.0000010069239,0.00009466033,0.0058166743,0.000001995324,0.000037108635,0.00016336353,0.9924493,0.0000025271177],"about_ca_topic_score_codex":0.4648575,"about_ca_topic_score_gemma":0.8035975,"teacher_disagreement_score":0.53514254,"about_ca_system_score_codex":0.008619841,"about_ca_system_score_gemma":0.011415433,"threshold_uncertainty_score":0.9243034},"labels":[],"label_agreement":null},{"id":"W4409549747","doi":"10.11647/obp.0458.05","title":"5. Writers from Latin America and the Caribbean","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Travel Writing and Literature","field":"Arts and Humanities","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":"Latin Americans; Mainland; Portuguese; Independence (probability theory); Geography; Caribbean island; Ethnology; Variety (cybernetics); Political science; History; Archaeology; Law","score_opus":0.01804501187507486,"score_gpt":0.20408400290887854,"score_spread":0.18603899103380367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409549747","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":[0.023773637,0.13389397,0.00018328735,0.0092305625,0.0014663291,0.000046170437,0.0002603839,0.000046604368,0.831099],"genre_scores_gemma":[0.2952143,0.2941088,0.0014123829,0.011765544,0.003359881,0.00031299694,0.00066691154,0.00036552313,0.39279366],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995085,0.00014827652,0.000019891506,0.000039898077,0.00014827524,0.00013518718],"domain_scores_gemma":[0.9995066,0.00014908361,0.00006440215,0.000023050005,0.00017470894,0.00008211654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055915717,0.0007584069,0.00034401094,0.0032627257,0.00705026,0.005937902,0.00037797933,0.0007404813,0.015114395],"category_scores_gemma":[0.0014788349,0.00016675657,0.0001804033,0.00477266,0.0016456429,0.0018374937,0.002072046,0.0010979652,0.0019953686],"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":[0.00012385617,0.00006953527,0.011849588,0.003685235,0.000029778255,0.0040585515,0.2774546,0.0001891586,0.0017247931,0.17241317,0.25981253,0.2685892],"study_design_scores_gemma":[0.0000022021004,0.000003707229,0.0017124971,0.0008243537,0.0000038045039,0.0002215202,0.020092638,0.0000046274295,0.00007231149,0.00068039645,0.9763781,0.0000038771477],"about_ca_topic_score_codex":0.05474596,"about_ca_topic_score_gemma":0.12127065,"teacher_disagreement_score":0.05474596,"about_ca_system_score_codex":0.003601496,"about_ca_system_score_gemma":0.005613911,"threshold_uncertainty_score":0.10885465},"labels":[],"label_agreement":null},{"id":"W4410237009","doi":"10.11647/obp.0440.03","title":"3. Charting a middle course","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Community Health and Development","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":"University of Victoria","funders":"","keywords":"Course (navigation); History; Engineering; Aerospace engineering","score_opus":0.1535723031176992,"score_gpt":0.4345070577781753,"score_spread":0.28093475466047607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410237009","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":[0.003237626,0.003877239,0.008998382,0.040231656,0.0030629118,0.00008684988,0.000048835038,0.00012864773,0.9403278],"genre_scores_gemma":[0.09904051,0.003400424,0.011742444,0.014057117,0.0012940139,0.00019914834,0.00008719277,0.00036245133,0.8698166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875426,0.0003801057,0.00003416322,0.00026209877,0.00033752405,0.00023181125],"domain_scores_gemma":[0.9991398,0.00023109073,0.000039672363,0.00010361821,0.00021405728,0.00027177617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002665471,0.00056132034,0.00030844627,0.001086036,0.009196665,0.010660103,0.0013840187,0.0039258767,0.0343627],"category_scores_gemma":[0.0037351043,0.00028603507,0.00045222687,0.0008081875,0.012376846,0.013433424,0.0052235215,0.0072960886,0.0089605935],"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":[0.000007740642,0.000020684593,0.00007837501,0.000023724502,5.848983e-7,0.000060622744,0.003912121,0.00005232141,0.00006730817,0.9462826,0.03282817,0.016665837],"study_design_scores_gemma":[0.000004658343,0.000014730106,0.00010999788,0.00015240718,0.0000010412027,0.000055643086,0.0032036502,0.00016275342,0.000099075594,0.123485446,0.87270397,0.0000066025677],"about_ca_topic_score_codex":0.015987746,"about_ca_topic_score_gemma":0.019995067,"teacher_disagreement_score":0.0343627,"about_ca_system_score_codex":0.0069286507,"about_ca_system_score_gemma":0.007815109,"threshold_uncertainty_score":0.11495471},"labels":[],"label_agreement":null},{"id":"W4410237436","doi":"10.11647/obp.0440.02","title":"2. A history of cross-cultural research on childhood learning","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Early Childhood Education and 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":"Simon Fraser University","funders":"","keywords":"Cross-cultural; Psychology; History; Developmental psychology; Anthropology; Sociology","score_opus":0.1111156454879786,"score_gpt":0.422537652984904,"score_spread":0.3114220074969254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410237436","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":[0.011042247,0.23766622,0.0037753624,0.015919324,0.0016040271,0.000039526498,0.00013978296,0.00006736527,0.7297461],"genre_scores_gemma":[0.2983529,0.45250332,0.008302727,0.01346141,0.003505188,0.00022431501,0.00033384483,0.0003311603,0.22298513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981377,0.0009079582,0.000061787396,0.0002353862,0.00052129413,0.0001359387],"domain_scores_gemma":[0.9953974,0.0037487575,0.00016554054,0.00023357228,0.00031477623,0.00013993095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002083412,0.00056288874,0.0006174083,0.00320028,0.0042442484,0.007400113,0.00092211517,0.0018120548,0.020513168],"category_scores_gemma":[0.003356106,0.00026645526,0.0002808513,0.006714757,0.0117121525,0.006266626,0.004027586,0.003193113,0.002530997],"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":[0.000028008428,0.000056117617,0.0013257551,0.0012835381,0.000016566235,0.00038158087,0.07507973,0.00020694952,0.00016680163,0.6282791,0.031267468,0.26190835],"study_design_scores_gemma":[0.0000026016426,0.000018260407,0.0015925722,0.0019108095,0.0000054219786,0.0004741639,0.012231309,0.000045945333,0.00020831173,0.040264316,0.9432319,0.00001452481],"about_ca_topic_score_codex":0.008168934,"about_ca_topic_score_gemma":0.014151682,"teacher_disagreement_score":0.020513168,"about_ca_system_score_codex":0.0044616354,"about_ca_system_score_gemma":0.0031377517,"threshold_uncertainty_score":0.06862342},"labels":[],"label_agreement":null},{"id":"W4410237448","doi":"10.11647/obp.0440.07","title":"7. Sharing your research","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Data Analysis and Archiving","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":"Simon Fraser University","funders":"","keywords":"Computer science","score_opus":0.2022902271238109,"score_gpt":0.4484606124988368,"score_spread":0.2461703853750259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410237448","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020700218,0.011126212,0.03872743,0.14844383,0.015948273,0.0007616455,0.0005840146,0.0021984742,0.7801401],"genre_scores_gemma":[0.031388406,0.02778322,0.09366811,0.07293768,0.015412013,0.0022416147,0.0015880222,0.004709857,0.75027114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9651047,0.017316354,0.001885618,0.002136942,0.0120008215,0.0015555897],"domain_scores_gemma":[0.95044786,0.017281534,0.0022102082,0.016113585,0.008683786,0.0052630156],"candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.03431272,0.0015168432,0.0015923104,0.0031412304,0.010591281,0.028075926,0.00386445,0.010673648,0.10216912],"category_scores_gemma":[0.06571849,0.0013268542,0.002526924,0.0031924192,0.011593061,0.035845328,0.02179045,0.011476818,0.12047045],"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":[0.000029733921,0.000107435204,0.00039626256,0.0009140304,0.000037442554,0.00040518295,0.031044167,0.00016195551,0.00074139796,0.27113336,0.48632556,0.20870352],"study_design_scores_gemma":[0.000003279416,0.000014658786,0.00008611545,0.0005883021,0.000004954652,0.00033637762,0.0044228653,0.00003880317,0.00015001207,0.02493637,0.96939933,0.00001895579],"about_ca_topic_score_codex":0.0011750702,"about_ca_topic_score_gemma":0.0018998863,"teacher_disagreement_score":0.99613553,"about_ca_system_score_codex":0.0033953036,"about_ca_system_score_gemma":0.011129189,"threshold_uncertainty_score":0.34178978},"labels":[],"label_agreement":null},{"id":"W4411869524","doi":"10.11647/obp.0462.31","title":"31. Humanising student and instructor experiences to nurture relationships and improve engagement","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Communication in Education and Healthcare","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":"Thompson Rivers University","funders":"","keywords":"Nature versus nurture; Psychology; Sociology; Anthropology","score_opus":0.10727523048854008,"score_gpt":0.4177385079534209,"score_spread":0.3104632774648808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411869524","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":[0.0062952354,0.008234812,0.006814647,0.0041015004,0.0012131276,0.00007211578,0.000034936656,0.00018898811,0.97304475],"genre_scores_gemma":[0.05886223,0.009441928,0.0065970845,0.0019832233,0.00040488035,0.00009878107,0.00006545052,0.00017424136,0.9223722],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996171,0.00014854118,0.000009667967,0.00003664914,0.00015031219,0.00003773916],"domain_scores_gemma":[0.99976,0.00010759604,0.000016739337,0.00002153103,0.000035612804,0.000058640322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045960874,0.00033097336,0.00016865821,0.00035089807,0.0013044184,0.0046055634,0.00051354046,0.0008972509,0.02947747],"category_scores_gemma":[0.00075702055,0.00011862836,0.00022710094,0.0003871558,0.0019861923,0.0027206878,0.0024735678,0.0015349026,0.008824725],"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":[0.000029504268,0.00015772457,0.0005054349,0.0006650992,0.000006103677,0.00059944706,0.043197025,0.00040606616,0.0035911114,0.35095707,0.21468577,0.3851997],"study_design_scores_gemma":[0.0000035155183,0.000034960347,0.00044240302,0.00027434688,0.000002227618,0.00047175726,0.0031889128,0.00013441671,0.00037057002,0.012560006,0.9825111,0.0000057307466],"about_ca_topic_score_codex":0.0007001121,"about_ca_topic_score_gemma":0.0024927335,"teacher_disagreement_score":0.02947747,"about_ca_system_score_codex":0.00095243764,"about_ca_system_score_gemma":0.0013148767,"threshold_uncertainty_score":0.09861201},"labels":[],"label_agreement":null},{"id":"W4411869525","doi":"10.11647/obp.0462.28","title":"28. The moongazers","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Ancient Egypt and Archaeology","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":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.037794046394377015,"score_gpt":0.23266553412041655,"score_spread":0.19487148772603952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411869525","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":[0.004440187,0.009297982,0.0010617989,0.017532304,0.001691496,0.000024554152,0.00004302218,0.000083678955,0.96582496],"genre_scores_gemma":[0.08478128,0.0048692096,0.0007725269,0.0055569126,0.00039152184,0.000039742503,0.000033304263,0.00012581405,0.90342975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994562,0.00015870701,0.000016618627,0.000079618556,0.00017903774,0.00010984061],"domain_scores_gemma":[0.99960786,0.00010315019,0.000024912546,0.000068533656,0.00013375157,0.000061926214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006892315,0.00046927272,0.000257551,0.0006716141,0.004821551,0.005468935,0.0005697088,0.0015884761,0.02991037],"category_scores_gemma":[0.0016220222,0.0002248503,0.00026068877,0.0005269676,0.009523354,0.0053508463,0.0036949571,0.0035751248,0.007569521],"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":[0.000018570718,0.000011576745,0.00014785555,0.00009058939,0.000002160243,0.00013058714,0.010963054,0.000071460505,0.00020463816,0.84245896,0.11197801,0.03392262],"study_design_scores_gemma":[0.0000026117616,0.0000050816175,0.00014670272,0.00009668562,0.0000011060076,0.00008558082,0.0027363175,0.00003070224,0.00011383651,0.025060711,0.9717168,0.0000038550447],"about_ca_topic_score_codex":0.0075547597,"about_ca_topic_score_gemma":0.016455345,"teacher_disagreement_score":0.02991037,"about_ca_system_score_codex":0.0033900605,"about_ca_system_score_gemma":0.003039216,"threshold_uncertainty_score":0.100060105},"labels":[],"label_agreement":null},{"id":"W4411869576","doi":"10.11647/obp.0462.05","title":"5. Creating hope through T-shaped values","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Religion, Society, and 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 Calgary","funders":"","keywords":"History; Environmental ethics; Psychology; Philosophy","score_opus":0.03964112628971711,"score_gpt":0.32282784541789056,"score_spread":0.28318671912817345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411869576","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":[0.028772583,0.0041813743,0.03831113,0.021074826,0.0012282964,0.00014628988,0.00004703286,0.00016779688,0.9060706],"genre_scores_gemma":[0.8170471,0.004759055,0.021888314,0.0040435614,0.0004210336,0.00026639726,0.00006591172,0.00017824412,0.1513304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851984,0.0009202576,0.000030465388,0.00010235264,0.00026451188,0.00016255591],"domain_scores_gemma":[0.9989279,0.00040294023,0.000099803256,0.00012988043,0.00016040524,0.0002790855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025787265,0.00040557125,0.00021147323,0.00075012667,0.004665617,0.009678087,0.0006933692,0.0014199453,0.0060912455],"category_scores_gemma":[0.0025061069,0.00018892945,0.00048526615,0.00059457996,0.018533032,0.007559562,0.0056569064,0.0038784868,0.0014280757],"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":[0.0000059111835,0.000010543896,0.000082290026,0.000037924427,0.000001783557,0.000076989796,0.011638425,0.00011557935,0.00010408289,0.97644335,0.0036314225,0.007851788],"study_design_scores_gemma":[0.000013498875,0.000048614515,0.00016475043,0.00027048908,0.0000043362757,0.0002645294,0.017715482,0.0006169589,0.0003790382,0.68575716,0.29475066,0.000014503244],"about_ca_topic_score_codex":0.0010029657,"about_ca_topic_score_gemma":0.002251467,"teacher_disagreement_score":0.009678087,"about_ca_system_score_codex":0.0027160766,"about_ca_system_score_gemma":0.0038491401,"threshold_uncertainty_score":0.020377219},"labels":[],"label_agreement":null},{"id":"W4411869593","doi":"10.11647/obp.0462.10","title":"10. CanadARThistories","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Digital Humanities and Scholarship","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":true,"ca_institutions":"Kwantlen Polytechnic University; Queen's University","funders":"","keywords":"Environmental science","score_opus":0.04577477257908768,"score_gpt":0.2155038413627863,"score_spread":0.16972906878369862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411869593","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":[0.0027525283,0.0020886809,0.0012773032,0.0012020629,0.0005928455,0.000076073484,0.00091285,0.00040603682,0.9906916],"genre_scores_gemma":[0.016884243,0.002194195,0.002335947,0.00046061043,0.0000626768,0.00003535938,0.000736606,0.000217064,0.9770733],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999305,0.000017689466,0.000009268463,0.00006330275,0.0004634773,0.0001411986],"domain_scores_gemma":[0.99954057,0.000025370064,0.000010942615,0.000027289921,0.00026010355,0.00013569591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028176073,0.00048166397,0.00021004646,0.0020990048,0.005228366,0.0049710325,0.0011207007,0.0008639194,0.14553756],"category_scores_gemma":[0.0007589954,0.00028189644,0.0003717753,0.0025698815,0.001426514,0.001523,0.0015992083,0.0013908619,0.021449938],"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":[0.000036279504,0.000039286086,0.0009462707,0.00028928803,0.0000034819702,0.0002996615,0.0041248007,0.00030106824,0.001490423,0.16230044,0.5387649,0.29140407],"study_design_scores_gemma":[7.0830464e-7,0.0000019420925,0.0004247869,0.000035047407,5.697589e-7,0.000038156497,0.00026832434,0.00002045087,0.000087372166,0.0003934135,0.99872607,0.0000030740573],"about_ca_topic_score_codex":0.8309432,"about_ca_topic_score_gemma":0.94821984,"teacher_disagreement_score":0.16905677,"about_ca_system_score_codex":0.021104155,"about_ca_system_score_gemma":0.034092087,"threshold_uncertainty_score":0.4868716},"labels":[],"label_agreement":null},{"id":"W4411869599","doi":"10.11647/obp.0462.49","title":"Introduction","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"University Challenges and Reforms","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 Calgary","funders":"","keywords":"Computer science","score_opus":0.023477556889647172,"score_gpt":0.2731240514789106,"score_spread":0.24964649458926344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411869599","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054612296,0.0033628212,0.0011448762,0.007633447,0.005818915,0.00006365927,0.0005762127,0.0003593696,0.9804945],"genre_scores_gemma":[0.0032383054,0.0019551218,0.00065069157,0.0030730264,0.0010306016,0.000036769332,0.00048627393,0.00013695877,0.9893923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988599,0.00012886818,0.00004321898,0.00024441964,0.0005964751,0.00012720998],"domain_scores_gemma":[0.9990621,0.00013050121,0.000049357637,0.00011978457,0.00037799144,0.00026034005],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058843597,0.0005933973,0.0005216052,0.00096913864,0.0022983185,0.0074456763,0.0012134464,0.0025278474,0.4096814],"category_scores_gemma":[0.002589703,0.00025539717,0.0004510474,0.0014251955,0.001312572,0.0044730958,0.0030131068,0.0023339987,0.24137339],"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":[0.000016479438,0.000026857022,0.00018754847,0.00014909124,0.0000020748123,0.00009121478,0.0003679421,0.000059211663,0.00019278226,0.049950484,0.8601571,0.0887993],"study_design_scores_gemma":[0.0000010079399,0.000005303926,0.000114271876,0.00007034281,4.3550855e-7,0.0000698554,0.00011889253,0.00001241654,0.000023971425,0.0024155346,0.997166,0.0000019667864],"about_ca_topic_score_codex":0.0024075727,"about_ca_topic_score_gemma":0.0040155496,"teacher_disagreement_score":0.4096814,"about_ca_system_score_codex":0.002266385,"about_ca_system_score_gemma":0.0025851093,"threshold_uncertainty_score":0.8420178},"labels":[],"label_agreement":null},{"id":"W4411869604","doi":"10.11647/obp.0462.14","title":"14. The other F word","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Translation Studies and Practices","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":"University of Guelph","funders":"","keywords":"Word (group theory); Computer science; Linguistics; Philosophy","score_opus":0.06956780692165411,"score_gpt":0.27385052107815927,"score_spread":0.20428271415650517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411869604","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":[0.0010392219,0.0017457933,0.00096387684,0.0070967553,0.0041044424,0.000030310111,0.00016662868,0.00009657423,0.9847563],"genre_scores_gemma":[0.013990669,0.00096379453,0.00049838616,0.00353556,0.00077779393,0.000033250133,0.00012109051,0.00015313158,0.9799264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999286,0.00016358202,0.000029763525,0.00019968292,0.00021576465,0.00010527058],"domain_scores_gemma":[0.99938774,0.000121288795,0.000047066973,0.00010846862,0.0002431906,0.00009223593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006346185,0.0005045643,0.00039798743,0.0007448938,0.0032109823,0.0050861454,0.00074883894,0.0022210355,0.16005741],"category_scores_gemma":[0.0025627194,0.00015036797,0.0004433655,0.0007171336,0.003325935,0.0043085506,0.0025255207,0.00328539,0.0971756],"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":[0.000035742352,0.000023415652,0.00030536085,0.00014347615,0.0000053415743,0.00015456673,0.003860546,0.000045494962,0.00037578403,0.4709172,0.45976454,0.06436866],"study_design_scores_gemma":[0.0000017878799,0.000005238739,0.00010744639,0.00006516792,0.0000010700709,0.00007335199,0.00053315726,0.000016163991,0.00006442165,0.0053618634,0.99376714,0.0000032866244],"about_ca_topic_score_codex":0.00597674,"about_ca_topic_score_gemma":0.0065529067,"teacher_disagreement_score":0.16005741,"about_ca_system_score_codex":0.0018722346,"about_ca_system_score_gemma":0.0014221896,"threshold_uncertainty_score":0.5354454},"labels":[],"label_agreement":null},{"id":"W4411870141","doi":"10.11647/obp.0462.53","title":"Imaginative collaboration and co-creation","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Innovative Approaches in Technology and Social Development","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 Calgary","funders":"","keywords":"Business","score_opus":0.015247482604024323,"score_gpt":0.2776187770291127,"score_spread":0.2623712944250884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411870141","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":[0.0030335227,0.008507222,0.0140170455,0.0036228294,0.00053679274,0.000027960848,0.00001741126,0.000055435867,0.9701818],"genre_scores_gemma":[0.4399725,0.013350336,0.0131480405,0.0015274745,0.0012298994,0.00047851627,0.000106068095,0.00019168317,0.5299955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998285,0.00087447214,0.000036908372,0.00019184833,0.0004739244,0.00013787093],"domain_scores_gemma":[0.99782085,0.0014143566,0.00010282154,0.0003606212,0.00013001132,0.00017137192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018278081,0.00088119163,0.00060150586,0.0012484875,0.0029146536,0.013214755,0.0013826954,0.003003836,0.018528406],"category_scores_gemma":[0.0029986552,0.0003277277,0.00031896055,0.0022331497,0.018365541,0.013008382,0.005389601,0.003197882,0.004117646],"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":[0.0000035429323,0.000010065518,0.000014321835,0.000035570516,0.0000012479254,0.00002706039,0.0021903391,0.00006123422,0.00007635257,0.9845851,0.004927685,0.008067438],"study_design_scores_gemma":[0.000008244352,0.000011613124,0.000063040636,0.00012715567,0.0000030820381,0.00018132976,0.0028079692,0.00031080688,0.00019607114,0.7839956,0.21228933,0.0000057560287],"about_ca_topic_score_codex":0.0006980062,"about_ca_topic_score_gemma":0.0012446019,"teacher_disagreement_score":0.018528406,"about_ca_system_score_codex":0.0023976306,"about_ca_system_score_gemma":0.0021334086,"threshold_uncertainty_score":0.061983705},"labels":[],"label_agreement":null},{"id":"W4411870160","doi":"10.11647/obp.0462.56","title":"Conclusion","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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 Calgary","funders":"","keywords":"Medicine","score_opus":0.02481141899549199,"score_gpt":0.27931361986199593,"score_spread":0.25450220086650394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411870160","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":[0.0016938454,0.0017110577,0.0020262313,0.05595037,0.006830834,0.00009480566,0.0015431987,0.00025786072,0.9298918],"genre_scores_gemma":[0.022045648,0.0021197845,0.0017791683,0.04638887,0.0018909692,0.00012352101,0.001839162,0.0002874706,0.92352545],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784124,0.0003263418,0.000047822814,0.00036435516,0.0010719604,0.00034818478],"domain_scores_gemma":[0.9959388,0.0006865252,0.000118084,0.0003245287,0.0023038331,0.0006282345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002588612,0.0005491145,0.0003683443,0.0012023087,0.0019515295,0.007224684,0.0017804973,0.0023141624,0.41763732],"category_scores_gemma":[0.009164277,0.00017188922,0.00076677126,0.0009611364,0.001259804,0.0037603406,0.002231906,0.0024295282,0.1665645],"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":[0.00009636046,0.000056737088,0.0008793276,0.00026501846,0.00001157074,0.00011282774,0.00043607323,0.00010638804,0.00024988782,0.09816346,0.8258538,0.07376848],"study_design_scores_gemma":[0.000013624086,0.000011223896,0.00096428604,0.00033833776,0.000010769526,0.000066211294,0.0014236172,0.000042362415,0.00024112701,0.016324311,0.98055845,0.000005597225],"about_ca_topic_score_codex":0.011301935,"about_ca_topic_score_gemma":0.013104358,"teacher_disagreement_score":0.41763732,"about_ca_system_score_codex":0.003134198,"about_ca_system_score_gemma":0.0049950555,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4413095340","doi":"10.11647/obp.0477.11","title":"References","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Culture, Economy, and Development 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 British Columbia","funders":"","keywords":"Psychology","score_opus":0.06621571594496468,"score_gpt":0.32207986431165975,"score_spread":0.2558641483666951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095340","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":[0.00020306009,0.0063812146,0.001258323,0.0027917048,0.0045267455,0.00011349033,0.0047613205,0.0005069591,0.9794571],"genre_scores_gemma":[0.00062295346,0.0030282598,0.0010545541,0.001006993,0.00043429685,0.00003817257,0.0031095615,0.00027982716,0.9904254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945384,0.000056923913,0.000021144948,0.00006329486,0.00036079995,0.00004412562],"domain_scores_gemma":[0.99903,0.00017705481,0.00002996978,0.00009830537,0.000575033,0.00008967193],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005093402,0.00064409705,0.00075335574,0.0049159215,0.0016099694,0.003146627,0.0015271622,0.0012516809,0.60765666],"category_scores_gemma":[0.0028291242,0.0002688089,0.00056227,0.006089346,0.00045116566,0.00258842,0.0013403824,0.0015720848,0.5486606],"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":[0.000007253838,0.000017927056,0.000053774787,0.00010991262,0.0000011086545,0.000026807753,0.000050807495,0.000042338448,0.0000679245,0.00721893,0.9334536,0.058949504],"study_design_scores_gemma":[0.0000010759495,0.000001574673,0.000083054416,0.000096410804,8.172584e-7,0.000020785199,0.000040406794,0.0000096043395,0.00003073022,0.0013057941,0.9984074,0.000002336937],"about_ca_topic_score_codex":0.013460112,"about_ca_topic_score_gemma":0.024745934,"teacher_disagreement_score":0.39234334,"about_ca_system_score_codex":0.0016362111,"about_ca_system_score_gemma":0.0014546855,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4413095342","doi":"10.11647/obp.0477.07","title":"7. Some Adverse Effects of Historical Trauma on Indigenous Communities","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Indigenous Health, Education, and Rights","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 British Columbia","funders":"","keywords":"Indigenous; Historical trauma; Shadow (psychology); Colonization; Identity (music); Medicine; Psychology; History; Criminology; Social psychology; Geography; Psychotherapist; Ecology; Aesthetics; Archaeology","score_opus":0.022950386038410972,"score_gpt":0.2849500239904934,"score_spread":0.2619996379520824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095342","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":[0.045324147,0.015159798,0.0020247435,0.021141665,0.0011233111,0.000051295203,0.00003521002,0.00002415831,0.91511565],"genre_scores_gemma":[0.503166,0.03966973,0.002246276,0.0054531908,0.00097002526,0.00010605052,0.00005364424,0.00004656427,0.44828853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99968493,0.00012973094,0.0000055081064,0.000023662331,0.00009022713,0.000065993],"domain_scores_gemma":[0.99982554,0.00007521024,0.000016849028,0.000019141182,0.000043147287,0.000020163587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056969066,0.00024012284,0.00018437818,0.00039860164,0.0040992773,0.0028413394,0.0005767395,0.0013333616,0.008881381],"category_scores_gemma":[0.0007418752,0.00013261788,0.00040781155,0.00047296917,0.0047277277,0.0019513014,0.001997877,0.0017448565,0.00068030367],"study_design_candidate":"not_applicable","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":[0.000009719417,0.000039301896,0.00057151896,0.00017204879,0.0000046782925,0.00069798616,0.030672431,0.0008700722,0.000344807,0.9169062,0.02293167,0.026779532],"study_design_scores_gemma":[0.000005895356,0.00006930239,0.0038505078,0.00071644166,0.000012610088,0.001352894,0.04150044,0.0009393006,0.00065506116,0.21908441,0.73178667,0.000026486923],"about_ca_topic_score_codex":0.011544256,"about_ca_topic_score_gemma":0.020967025,"teacher_disagreement_score":0.9884558,"about_ca_system_score_codex":0.0029616992,"about_ca_system_score_gemma":0.0019400739,"threshold_uncertainty_score":0.029711187},"labels":[],"label_agreement":null},{"id":"W4413095345","doi":"10.11647/obp.0477","title":"The Economics of Cultural Loss","year":2025,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Culture, Economy, and Development Studies","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 British Columbia","funders":"","keywords":"Indigenous; Poverty; Mainstream; Environmental ethics; Historical trauma; Criminology; Economic Justice; Equity (law); Political science; Sociology; Development economics; Political economy; Social science; Medicine; Law; Economics","score_opus":0.03190273517285661,"score_gpt":0.30248671349003164,"score_spread":0.270583978317175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095345","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":[0.037319135,0.016588137,0.003213053,0.075714715,0.0008445608,0.000029065866,0.000101262514,0.000021831387,0.8661683],"genre_scores_gemma":[0.8957234,0.011107878,0.00074873,0.006188441,0.0009007121,0.0000664414,0.00004140722,0.000033219512,0.08518989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926215,0.00034162033,0.000012576052,0.00006590624,0.00017395323,0.0001437634],"domain_scores_gemma":[0.9989405,0.00048776178,0.00010567468,0.00013432164,0.00016733793,0.00016446637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011159967,0.00025616025,0.00022313878,0.00057586754,0.003301164,0.005076842,0.000705651,0.0020716123,0.01018031],"category_scores_gemma":[0.002619305,0.00012374145,0.00020242512,0.00067939825,0.014100774,0.004360334,0.0029515084,0.0023280901,0.0005602711],"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":[0.0000071797535,0.000010491578,0.00021971755,0.000017317298,0.0000031324319,0.00006871938,0.001126713,0.0002388496,0.000024414598,0.98448664,0.007842141,0.0059546414],"study_design_scores_gemma":[0.000012229432,0.000018686307,0.0015063763,0.00014227044,0.0000068792397,0.0001896929,0.004978724,0.00085029297,0.00006956611,0.7976206,0.19459142,0.00001321776],"about_ca_topic_score_codex":0.0066033644,"about_ca_topic_score_gemma":0.0053376104,"teacher_disagreement_score":0.01018031,"about_ca_system_score_codex":0.0053496812,"about_ca_system_score_gemma":0.0016803328,"threshold_uncertainty_score":0.038814843},"labels":[],"label_agreement":null},{"id":"W4413095346","doi":"10.11647/obp.0477.05","title":"5. Indigenous Historical Traumain the North American Context","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Indigenous Health, Education, and Rights","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 British Columbia","funders":"","keywords":"Indigenous; Appropriation; Historical trauma; Context (archaeology); History; Sociology; Medicine; Archaeology; Epistemology; Nursing","score_opus":0.02448285550437896,"score_gpt":0.2866302992924381,"score_spread":0.26214744378805915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095346","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":[0.024972942,0.045387387,0.0007371707,0.022970596,0.0013211457,0.000027627784,0.00003869149,0.00002114481,0.9045233],"genre_scores_gemma":[0.43652588,0.06818066,0.0013786426,0.008962662,0.0013021098,0.00008856093,0.000060123442,0.000037737376,0.48346367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967563,0.00013400373,0.0000058313526,0.000027874374,0.00008238821,0.00007431905],"domain_scores_gemma":[0.9998191,0.00007713162,0.0000230275,0.000013170897,0.00003970937,0.000027926646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044441258,0.00029987554,0.00018143817,0.0007435257,0.008026271,0.0036643369,0.00045248188,0.0011619865,0.011214478],"category_scores_gemma":[0.00054938754,0.00013533173,0.00014199846,0.0013298437,0.0071177576,0.0024497292,0.001998052,0.0020960674,0.0007098527],"study_design_candidate":"not_applicable","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":[0.000007461066,0.00003842564,0.0006508719,0.00021084698,0.0000025264794,0.00047637202,0.08997619,0.00016581167,0.00016508522,0.8324141,0.040694337,0.0351979],"study_design_scores_gemma":[0.0000012581842,0.000010010739,0.002805942,0.00058020855,0.0000030122173,0.00041753467,0.044760324,0.00007868299,0.00010198673,0.041208044,0.9100236,0.000009453595],"about_ca_topic_score_codex":0.041375935,"about_ca_topic_score_gemma":0.11951972,"teacher_disagreement_score":0.95862406,"about_ca_system_score_codex":0.0068937894,"about_ca_system_score_gemma":0.0038291642,"threshold_uncertainty_score":0.082270205},"labels":[],"label_agreement":null},{"id":"W4413095351","doi":"10.11647/obp.0477.10","title":"10. Some Concluding Thoughts","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Indigenous Health, Education, and Rights","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 British Columbia","funders":"","keywords":"Indigenous; Phenomenon; Poverty; Political science; History; Development economics; Political economy; Geography; Ethnology; Criminology; Sociology; Law; Epistemology; Ecology; Economics","score_opus":0.03442922419201894,"score_gpt":0.3222227894277786,"score_spread":0.28779356523575966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095351","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":[0.0044648955,0.04334608,0.0064284927,0.2696113,0.03650204,0.0002794405,0.0008146205,0.00034612653,0.6382069],"genre_scores_gemma":[0.05560116,0.06972066,0.00953215,0.0933538,0.020230267,0.00064404536,0.00136285,0.00040548758,0.74914956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838793,0.0005057231,0.00007543532,0.00026350663,0.00043834798,0.00032909788],"domain_scores_gemma":[0.9969709,0.0010470052,0.00013149763,0.0001675964,0.0012925819,0.000390453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028909994,0.0008722068,0.0007483599,0.0019062735,0.0050936933,0.008801885,0.0027248312,0.0039790655,0.07983279],"category_scores_gemma":[0.008786423,0.00026268224,0.00074561994,0.0019928217,0.0033795745,0.007451377,0.003295129,0.00536766,0.017267965],"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":[0.00008780128,0.00009154388,0.0006382896,0.00055803265,0.000009004442,0.00033852216,0.00302264,0.00056777877,0.00022928964,0.42046082,0.50251454,0.071481705],"study_design_scores_gemma":[0.000007361775,0.000024276873,0.0004661364,0.000796856,0.0000035209348,0.00012689177,0.0052543017,0.00015745619,0.00011699076,0.057668544,0.9353632,0.000014512399],"about_ca_topic_score_codex":0.011634387,"about_ca_topic_score_gemma":0.011900603,"teacher_disagreement_score":0.07983279,"about_ca_system_score_codex":0.0070921495,"about_ca_system_score_gemma":0.0033621965,"threshold_uncertainty_score":0.2670673},"labels":[],"label_agreement":null},{"id":"W4413095366","doi":"10.11647/obp.0477.08","title":"8. The Consequences for Indigenous Deaths of Despair","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Indigenous Health, Education, and Rights","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 British Columbia","funders":"","keywords":"Indigenous; Historical trauma; Psychological pain; Criminology; Geography; Psychiatry; History; Ethnology; Medicine; Psychology; Psychotherapist; Ecology","score_opus":0.028246819238337592,"score_gpt":0.3217348281245592,"score_spread":0.2934880088862216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095366","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":[0.020682223,0.027454281,0.0005170873,0.032320905,0.003726352,0.000027247585,0.00006006414,0.000028264565,0.91518366],"genre_scores_gemma":[0.28866655,0.038363684,0.000816347,0.010708552,0.0030046066,0.000058835867,0.00009038288,0.00005129867,0.6582397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980503,0.000057634606,0.0000051433817,0.000013756504,0.000074533455,0.000043928463],"domain_scores_gemma":[0.9998648,0.000045843804,0.000017383545,0.00000989028,0.000035094297,0.000026940445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028211664,0.00016789381,0.000116510106,0.00034693626,0.0024769586,0.001682672,0.00037944948,0.00081447995,0.011459195],"category_scores_gemma":[0.00061065436,0.00006153841,0.00020410542,0.00027561237,0.0018689602,0.00088369614,0.0011747025,0.0013636331,0.0013107111],"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":[0.000036325,0.00006374385,0.0012826527,0.0003905447,0.000006886273,0.0010858908,0.022702187,0.00042640523,0.00044508805,0.6672621,0.20733744,0.09896085],"study_design_scores_gemma":[0.000003834433,0.000035033463,0.003233929,0.0003482376,0.0000045192596,0.00094404217,0.010753032,0.000110679015,0.00023897026,0.035944276,0.9483742,0.000009175731],"about_ca_topic_score_codex":0.005813744,"about_ca_topic_score_gemma":0.014277966,"teacher_disagreement_score":0.011459195,"about_ca_system_score_codex":0.0014497524,"about_ca_system_score_gemma":0.001399835,"threshold_uncertainty_score":0.038334846},"labels":[],"label_agreement":null},{"id":"W4413095367","doi":"10.11647/obp.0477.06","title":"6. An Economic Model to Capture Effects of Historical Trauma","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Culture, Economy, and Development Studies","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 British Columbia","funders":"","keywords":"Indigenous; Resource (disambiguation); Resource allocation; Psychological trauma; Phenomenon; Historical trauma; Psychology; Cognitive psychology; Economics; Psychotherapist; Epistemology; Computer science; Ecology; Management; Biology","score_opus":0.031116476306872157,"score_gpt":0.2909478694443295,"score_spread":0.25983139313745734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095367","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":[0.03900971,0.004682596,0.23329146,0.022454176,0.00085578545,0.00032060186,0.0015711776,0.00015611183,0.6976583],"genre_scores_gemma":[0.53936434,0.010361538,0.04302365,0.0026825888,0.00054984464,0.0008344095,0.0006148775,0.00011452792,0.4024542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999767,0.00009911761,0.000007965285,0.000028277977,0.000054347205,0.000043221196],"domain_scores_gemma":[0.99972516,0.00015703167,0.000028443452,0.0000166077,0.00004391189,0.00002884072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062815775,0.0004901476,0.00038066742,0.00043797606,0.0009155466,0.0022122187,0.0010780242,0.0021992873,0.01718389],"category_scores_gemma":[0.0011923892,0.00028536527,0.0008096664,0.00073899556,0.001041389,0.002088191,0.00087939965,0.0020774484,0.0019173687],"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":[0.00001221735,0.000038290673,0.0003631785,0.000041347634,0.000008926163,0.00012262705,0.00014153984,0.0758219,0.0001330325,0.91391635,0.0062488527,0.003151721],"study_design_scores_gemma":[0.00005061542,0.00006121231,0.0007788435,0.00011294996,0.000024424788,0.0002443948,0.00030823765,0.2518053,0.0001353609,0.64851695,0.097929776,0.00003185195],"about_ca_topic_score_codex":0.009887415,"about_ca_topic_score_gemma":0.0073228893,"teacher_disagreement_score":0.01718389,"about_ca_system_score_codex":0.0020385531,"about_ca_system_score_gemma":0.0018336375,"threshold_uncertainty_score":0.05748588},"labels":[],"label_agreement":null},{"id":"W4413095368","doi":"10.11647/obp.0477.03","title":"3. Incorporating Cultural Belongingness","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Indigenous Health, Education, and Rights","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 British Columbia","funders":"","keywords":"Belongingness; Indigenous; Forcing (mathematics); Property (philosophy); Welfare; Complement (music); Law and economics; Political economy; Political science; Public economics; Positive economics; Sociology; Social psychology; Economics; Psychology; Law; Ecology; Epistemology; Mathematics","score_opus":0.026001907817083433,"score_gpt":0.3164656024642368,"score_spread":0.2904636946471533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095368","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":[0.023024768,0.003628664,0.020965558,0.012390826,0.00061368226,0.000061500396,0.00007856357,0.00005936095,0.93917716],"genre_scores_gemma":[0.6236985,0.008012655,0.022150958,0.0034302643,0.00046331805,0.00020323128,0.00015409205,0.00012380382,0.34176317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966466,0.0001389413,0.0000077711775,0.00004255707,0.0000939501,0.000052205498],"domain_scores_gemma":[0.9997174,0.00012571712,0.000021463076,0.000037053618,0.000056161472,0.000042174022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007128172,0.00037541677,0.00024102636,0.0005326064,0.0016003044,0.003521216,0.00069414737,0.0011175957,0.013685835],"category_scores_gemma":[0.0009889163,0.00013370631,0.00048782295,0.000476741,0.0029645802,0.0025885848,0.0020261854,0.0016872616,0.0013361762],"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":[0.0000036894633,0.00001800583,0.00036099824,0.000053780554,0.0000038208514,0.00008375792,0.0033146245,0.0007314967,0.00010593074,0.976976,0.004985464,0.013362339],"study_design_scores_gemma":[0.000005499504,0.00003375608,0.0015000637,0.00039275832,0.000017769114,0.0003254898,0.00461481,0.0031395731,0.00033571344,0.54562527,0.4439874,0.00002183197],"about_ca_topic_score_codex":0.005862203,"about_ca_topic_score_gemma":0.009536964,"teacher_disagreement_score":0.013685835,"about_ca_system_score_codex":0.0021272271,"about_ca_system_score_gemma":0.0018346999,"threshold_uncertainty_score":0.04578364},"labels":[],"label_agreement":null},{"id":"W4413095369","doi":"10.11647/obp.0477.09","title":"9. Indigenous Survivance","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Indigenous Health, Education, and Rights","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 British Columbia","funders":"","keywords":"Indigenous; Flourishing; Historical trauma; Psychological resilience; Face (sociological concept); Criminology; Colonialism; Environmental ethics; Sociology; History; Geography; Political science; Social psychology; Psychology; Social science; Ecology; Law; Biology; Psychotherapist","score_opus":0.02308769287428721,"score_gpt":0.3082200176363505,"score_spread":0.2851323247620633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095369","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":[0.008423397,0.00621875,0.0012928385,0.0083056,0.0012033974,0.00003201955,0.00003361039,0.00003252462,0.97445786],"genre_scores_gemma":[0.18510891,0.012264455,0.001680889,0.0033078315,0.0010542546,0.000065881046,0.000055147982,0.00008048386,0.79638207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943525,0.00016014745,0.000018039093,0.000080082624,0.00019343979,0.0001129931],"domain_scores_gemma":[0.99972194,0.000086002416,0.00003424808,0.0000397765,0.00007051732,0.000047538913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006921844,0.00037422669,0.00026517594,0.00064619165,0.0037065186,0.003838671,0.0007245094,0.0014246276,0.027865134],"category_scores_gemma":[0.0013211437,0.00013942744,0.00038452458,0.0006671628,0.005387066,0.0034016182,0.0030947058,0.0024153914,0.0030970017],"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":[0.000011166358,0.000024218005,0.00024792613,0.00016533613,0.0000034882223,0.00042598697,0.0203234,0.000103696344,0.00023244394,0.9147525,0.029061109,0.034648843],"study_design_scores_gemma":[0.0000019473123,0.000023200952,0.0004963916,0.00021963591,0.000004179962,0.00066049857,0.009167115,0.000091261216,0.00017131856,0.053798493,0.9353589,0.000007066436],"about_ca_topic_score_codex":0.0071155746,"about_ca_topic_score_gemma":0.011297919,"teacher_disagreement_score":0.027865134,"about_ca_system_score_codex":0.0027643682,"about_ca_system_score_gemma":0.0021255,"threshold_uncertainty_score":0.09321821},"labels":[],"label_agreement":null},{"id":"W4413095370","doi":"10.11647/obp.0477.04","title":"4. The Failure of the Dawes’ Act in America and Canadian Attempts to Privatize Indigenous Reserves","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Canadian Identity and History","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 British Columbia","funders":"","keywords":"Indigenous; Allotment; Legislation; Political science; Mainstream; Resistance (ecology); Development economics; Environmental protection; Law; Geography; Economics; Market economy; Ecology","score_opus":0.011942900207127963,"score_gpt":0.23955962268749928,"score_spread":0.22761672248037132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095370","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":[0.042529516,0.010500704,0.00048090098,0.01980324,0.00036464393,0.000033446217,0.00015516179,0.00003671436,0.92609566],"genre_scores_gemma":[0.48777243,0.0114605,0.001221189,0.0055640247,0.00010917534,0.000026382362,0.00011926495,0.00006518299,0.49366185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979761,0.000121330646,0.000021839236,0.00013432218,0.0009443507,0.00080201816],"domain_scores_gemma":[0.9993387,0.00010832303,0.00003990283,0.000024563054,0.00037224859,0.000116221294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075067015,0.00030467196,0.00023987866,0.0014994422,0.019703249,0.0074884514,0.00091572234,0.0020336737,0.0070620994],"category_scores_gemma":[0.0014437641,0.00027707938,0.00027268913,0.0028492648,0.012683453,0.0017018741,0.0017023238,0.0025548004,0.00044137746],"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":[0.000010685024,0.000012438279,0.0013442332,0.00008424612,0.0000054557163,0.0002950473,0.040054157,0.00021523096,0.00034049666,0.87543,0.060198624,0.022009557],"study_design_scores_gemma":[0.000003637928,0.00000574453,0.006391483,0.00017265374,0.00000885605,0.00012125368,0.0215566,0.00013599664,0.00027273627,0.008676924,0.96262777,0.000026381002],"about_ca_topic_score_codex":0.9902604,"about_ca_topic_score_gemma":0.9962115,"teacher_disagreement_score":0.10741912,"about_ca_system_score_codex":0.10741912,"about_ca_system_score_gemma":0.102451704,"threshold_uncertainty_score":0.7793839},"labels":[],"label_agreement":null},{"id":"W4413095371","doi":"10.11647/obp.0477.01","title":"Introduction","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Culture, Economy, and Development Studies","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 British Columbia","funders":"","keywords":"Indigenous; Mainstream; Poverty; Consumption (sociology); Psychological resilience; Fourth World; Political science; Sociology; Environmental ethics; Geography; Development economics; Positive economics; Social science; Law; Economics; Social psychology; Psychology","score_opus":0.02937476550615184,"score_gpt":0.2871236666075886,"score_spread":0.2577489011014368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095371","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":[0.0006761016,0.004775362,0.0024103571,0.0052322447,0.0038831194,0.00008493427,0.0008309259,0.00039363536,0.98171335],"genre_scores_gemma":[0.004512276,0.0040740324,0.0018463422,0.0024751704,0.0008558698,0.000073107796,0.00100221,0.00020126198,0.9849598],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994961,0.00007457199,0.000024271334,0.00012530285,0.0002111945,0.000068420064],"domain_scores_gemma":[0.9996382,0.00007689309,0.000018327324,0.000046130113,0.00015258089,0.00006789605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039717104,0.00069548225,0.0005497314,0.00092310185,0.001881894,0.0045865583,0.0013455522,0.0019706497,0.35203853],"category_scores_gemma":[0.0015973937,0.00024918406,0.00040854776,0.0010947093,0.0008626452,0.003465129,0.002394912,0.0020119185,0.18011646],"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":[0.000024765437,0.000046308014,0.00023174353,0.00024332695,0.0000028224345,0.00015615323,0.0010334316,0.00014077756,0.000321644,0.12977825,0.7286442,0.13937648],"study_design_scores_gemma":[7.980158e-7,0.0000049429973,0.000078216,0.0000703702,4.370331e-7,0.00005495379,0.00012671154,0.000017536102,0.00002522854,0.0033254453,0.9962936,0.0000016572275],"about_ca_topic_score_codex":0.0024447856,"about_ca_topic_score_gemma":0.0033189356,"teacher_disagreement_score":0.35203853,"about_ca_system_score_codex":0.0016291693,"about_ca_system_score_gemma":0.0013911526,"threshold_uncertainty_score":0.9242384},"labels":[],"label_agreement":null},{"id":"W4413095373","doi":"10.11647/obp.0477.12","title":"Preface","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Religion and Society Interactions","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":"Philosophy","score_opus":0.03443903722642916,"score_gpt":0.34931965168336504,"score_spread":0.3148806144569359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095373","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":[0.00046870238,0.003103582,0.0018258096,0.005432495,0.033711985,0.00029642077,0.004491742,0.00068183924,0.94998735],"genre_scores_gemma":[0.00081153185,0.00092023046,0.0004884439,0.00091669173,0.0020900231,0.000077064054,0.0018752373,0.00022011534,0.9926006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995148,0.00006125733,0.000020951124,0.00006142798,0.00030078477,0.000040788207],"domain_scores_gemma":[0.9979876,0.00032934826,0.000054979548,0.00018144958,0.0011888643,0.0002577684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079489057,0.00073964766,0.00060338725,0.002942786,0.0022062317,0.0032551019,0.0011102754,0.0009347533,0.6421237],"category_scores_gemma":[0.0047134967,0.0002770762,0.00044028717,0.0022018724,0.0004805846,0.0021128221,0.0015999441,0.0018975547,0.45347705],"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":[0.000013297624,0.000015801925,0.000039440274,0.00006127685,7.736957e-7,0.000022303677,0.00003821181,0.000036904363,0.00007159073,0.0046605505,0.95221335,0.042826533],"study_design_scores_gemma":[0.0000021303088,0.0000058777878,0.00012697154,0.00007011934,7.9927355e-7,0.000016316044,0.000051867024,0.000017774031,0.0000421729,0.0017170397,0.9979467,0.0000022911138],"about_ca_topic_score_codex":0.0061467113,"about_ca_topic_score_gemma":0.010402706,"teacher_disagreement_score":0.6421237,"about_ca_system_score_codex":0.0016085721,"about_ca_system_score_gemma":0.0020037387,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4413095375","doi":"10.11647/obp.0477.02","title":"2. A Simple Economic Model of anIndigenous Community","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Culture, Economy, and Development Studies","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 British Columbia","funders":"","keywords":"Presumption; Indigenous; Simple (philosophy); Property (philosophy); Face (sociological concept); Law and economics; Sociology; Political science; Economics; Positive economics; Social science; Epistemology; Law; Ecology; Philosophy","score_opus":0.0728071179287902,"score_gpt":0.30989598333418067,"score_spread":0.23708886540539048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095375","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":[0.06305005,0.0020058262,0.05945509,0.018269198,0.00036305116,0.0002853837,0.0015647156,0.00013148741,0.85487515],"genre_scores_gemma":[0.49331102,0.0027229385,0.023620207,0.0021898872,0.0002798541,0.00053969794,0.0007166158,0.00006427266,0.47655547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997975,0.000076191754,0.000007645426,0.000034731594,0.000050790484,0.00003313142],"domain_scores_gemma":[0.9998349,0.000056375808,0.000017484126,0.000014504142,0.00003580476,0.000040920746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042801604,0.00042440288,0.00038326657,0.0003624973,0.0019838193,0.0033776797,0.0019476588,0.0031080435,0.033727832],"category_scores_gemma":[0.0007490505,0.00027326794,0.0006325566,0.00085395575,0.0012883603,0.0027639396,0.0017095951,0.001574469,0.003497672],"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":[0.0000147754545,0.00004551742,0.00030581618,0.00004299913,0.000004081126,0.00026416156,0.00032110082,0.0145134255,0.000191514,0.97697496,0.005072533,0.002249099],"study_design_scores_gemma":[0.00012661719,0.00009028382,0.00074474706,0.00016209482,0.000020834645,0.000657489,0.00091138826,0.11706351,0.00014479057,0.7140718,0.1659695,0.000036895668],"about_ca_topic_score_codex":0.012047762,"about_ca_topic_score_gemma":0.009251053,"teacher_disagreement_score":0.033727832,"about_ca_system_score_codex":0.0018864323,"about_ca_system_score_gemma":0.0018421648,"threshold_uncertainty_score":0.11283082},"labels":[],"label_agreement":null},{"id":"W4413795518","doi":"10.11647/obp.0482.02","title":"Helpful Information for Reading the Latin Text","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Natural Language Processing 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":"Bishop's University","funders":"","keywords":"Reading (process); Latin Americans; Computer science; Information retrieval; Linguistics; Philosophy","score_opus":0.01701951597253395,"score_gpt":0.2660466089124783,"score_spread":0.24902709293994432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413795518","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":[0.00070240657,0.0043241098,0.005415219,0.0035316665,0.004116877,0.00021622755,0.004726877,0.0020475457,0.974919],"genre_scores_gemma":[0.0038754488,0.0028610944,0.007452728,0.0015735194,0.0010617038,0.0001468734,0.0041887113,0.0029158082,0.9759241],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999634,0.000079540354,0.000026952881,0.00005859766,0.00017433241,0.000026511618],"domain_scores_gemma":[0.99919695,0.00024824782,0.0000355692,0.00006959623,0.00037030107,0.00007929204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040212588,0.0011005223,0.00079227594,0.0023369428,0.0015750965,0.002275927,0.0007604785,0.0006798698,0.6735705],"category_scores_gemma":[0.002440158,0.00032372924,0.00037130312,0.0026859818,0.0005798198,0.0034597719,0.0015352257,0.0015644022,0.4808798],"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":[0.000020254402,0.000021172007,0.00008753512,0.00025992354,0.0000014357147,0.00010632283,0.00043345615,0.000041473224,0.00051136216,0.014887898,0.9013423,0.08228679],"study_design_scores_gemma":[0.0000019150605,0.000003084054,0.000085658816,0.00007306245,5.942632e-7,0.00007987022,0.00010692832,0.000015506866,0.00006064604,0.00106219,0.9985084,0.0000021259111],"about_ca_topic_score_codex":0.0016233943,"about_ca_topic_score_gemma":0.0046414626,"teacher_disagreement_score":0.6735705,"about_ca_system_score_codex":0.0009769845,"about_ca_system_score_gemma":0.0009411963,"threshold_uncertainty_score":0.465612},"labels":[],"label_agreement":null},{"id":"W4413795524","doi":"10.11647/obp.0482.04","title":"Casina (in Translation)","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Pacific and Southeast Asian Studies","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":"Bishop's University","funders":"","keywords":"Translation (biology); Computer science; Biology","score_opus":0.05335356188414132,"score_gpt":0.3192415756207633,"score_spread":0.26588801373662196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413795524","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":[0.0009013202,0.02304618,0.00046676808,0.004730527,0.010478771,0.00004285053,0.0021245612,0.00030034626,0.95790863],"genre_scores_gemma":[0.016029967,0.009952777,0.0008110652,0.0012934386,0.0013762538,0.00007826699,0.0015490674,0.00040890602,0.96850026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998419,0.0000251681,0.000008301141,0.000042597752,0.00006412335,0.000017846856],"domain_scores_gemma":[0.9997019,0.000056287685,0.000020215753,0.000024107703,0.00016623405,0.000031135623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001706725,0.0008196427,0.00038090316,0.0014962929,0.0015976356,0.002829517,0.0006112969,0.0007145035,0.26713455],"category_scores_gemma":[0.0007624483,0.0002733493,0.0001734988,0.0016426555,0.0006817748,0.0014967318,0.00084307,0.0013968819,0.11180031],"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":[0.000020414589,0.000008220181,0.000067046356,0.0002262461,0.0000016263818,0.0000752069,0.00079861545,0.000036824986,0.00016699676,0.023386467,0.9396536,0.03555862],"study_design_scores_gemma":[0.0000011299661,0.0000020027915,0.00020606875,0.00006319661,5.845846e-7,0.00004651204,0.00013349448,0.000010722078,0.000037920046,0.00036385353,0.9991328,0.0000016431991],"about_ca_topic_score_codex":0.016535852,"about_ca_topic_score_gemma":0.043391116,"teacher_disagreement_score":0.26713455,"about_ca_system_score_codex":0.0021448438,"about_ca_system_score_gemma":0.00096620223,"threshold_uncertainty_score":0.8936541},"labels":[],"label_agreement":null},{"id":"W4413795666","doi":"10.11647/obp.0482.03","title":"Casina (Annotated Latin Text)","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Classical Antiquity Studies","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":"Bishop's University","funders":"","keywords":"Latin Americans; Computer science; Natural language processing; Information retrieval; Linguistics; Philosophy","score_opus":0.047830618927107556,"score_gpt":0.3246568363471598,"score_spread":0.27682621742005226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413795666","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":[0.0008065891,0.00451558,0.0007574862,0.00096008193,0.0018780272,0.000058261798,0.0018400816,0.0005082867,0.9886756],"genre_scores_gemma":[0.018839419,0.0038000292,0.0020139765,0.00055289525,0.00058108877,0.0001469252,0.0028798124,0.00108109,0.9701047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998011,0.00003683833,0.000008058944,0.00005308019,0.000079177844,0.000021796035],"domain_scores_gemma":[0.99982685,0.000031959884,0.000010744957,0.00002062645,0.00009056591,0.00001932737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001641158,0.00086747867,0.00045571514,0.0018746244,0.0023811257,0.0026169815,0.0007284547,0.0005627649,0.27929655],"category_scores_gemma":[0.00062872376,0.00025258498,0.00017841959,0.00202897,0.0009868809,0.0017153731,0.0011096082,0.0011444892,0.09354214],"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":[0.000056797442,0.000016255428,0.00009097411,0.0003603274,0.0000017931682,0.00018132229,0.0013971729,0.000087872504,0.000572641,0.056834843,0.87095445,0.06944561],"study_design_scores_gemma":[7.628511e-7,0.0000016313113,0.00013969695,0.000054130014,4.4096575e-7,0.000043233445,0.00010587514,0.000014331212,0.000058278023,0.00042648398,0.99915326,0.0000019318688],"about_ca_topic_score_codex":0.020333186,"about_ca_topic_score_gemma":0.04703183,"teacher_disagreement_score":0.27929655,"about_ca_system_score_codex":0.002679135,"about_ca_system_score_gemma":0.001459114,"threshold_uncertainty_score":0.93434},"labels":[],"label_agreement":null},{"id":"W4413795764","doi":"10.11647/obp.0482","title":"'Casina' by Plautus","year":2025,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Historical and Literary Analyses","field":"Arts and Humanities","cited_by":0,"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":"Bishop's University","keywords":"Art; Computer science; Mathematics","score_opus":0.025451791947299518,"score_gpt":0.23136513223767965,"score_spread":0.20591334029038014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413795764","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":[0.00676545,0.007539801,0.00075803266,0.0031569682,0.0021943536,0.00003222591,0.000066635715,0.00020460694,0.979282],"genre_scores_gemma":[0.09834982,0.003872912,0.0010096569,0.0015189156,0.00057943206,0.000055775214,0.00008663419,0.0002646477,0.8942622],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998242,0.000044484703,0.00000344538,0.000053691914,0.00004002129,0.000034105913],"domain_scores_gemma":[0.9999007,0.00004341707,0.0000066018733,0.000011257091,0.000013934736,0.000024072058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000156336,0.0009026126,0.00028056008,0.0008998639,0.005362978,0.003608966,0.00043293735,0.0008853366,0.029936384],"category_scores_gemma":[0.0005145962,0.0002193862,0.00021007289,0.0006362967,0.0033161133,0.0023047798,0.0016887784,0.0021200276,0.0062697357],"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":[0.00013775569,0.000045932593,0.0005275872,0.00036516573,0.000008657179,0.0009782981,0.029616196,0.00016352403,0.0014934804,0.35286877,0.5162638,0.09753082],"study_design_scores_gemma":[0.0000018728257,0.000011546825,0.00037294798,0.00009536174,0.000001670914,0.0003517783,0.0015537217,0.000046796675,0.00019968588,0.001697551,0.9956631,0.0000040072096],"about_ca_topic_score_codex":0.010679686,"about_ca_topic_score_gemma":0.027960276,"teacher_disagreement_score":0.029936384,"about_ca_system_score_codex":0.0022443198,"about_ca_system_score_gemma":0.0009374396,"threshold_uncertainty_score":0.10014713},"labels":[],"label_agreement":null},{"id":"W4413795852","doi":"10.11647/obp.0482.01","title":"Introduction","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Classical Antiquity Studies","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":"Bishop's University","funders":"","keywords":"Environmental science","score_opus":0.03243318144473918,"score_gpt":0.31035449000135706,"score_spread":0.2779213085566179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413795852","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":[0.0007667926,0.0056947847,0.0014830694,0.0044484907,0.003075637,0.000066181696,0.00069975544,0.00026419765,0.9835012],"genre_scores_gemma":[0.0069017014,0.0045165205,0.0012763602,0.0020561656,0.00087032147,0.00006558717,0.0009211224,0.00018563839,0.9832065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993394,0.00009312751,0.000029643925,0.00016661729,0.00027991045,0.00009124887],"domain_scores_gemma":[0.9995491,0.00009433883,0.000023672568,0.000061670864,0.00016330522,0.00010777111],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004953364,0.0007331137,0.00049408444,0.0010448238,0.002572627,0.005052392,0.0013989394,0.0021887147,0.38671547],"category_scores_gemma":[0.0016218394,0.00025616636,0.00037476435,0.0011223904,0.0012083609,0.0034694406,0.002737481,0.0020648502,0.19048886],"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":[0.000031522268,0.000050710085,0.00031613657,0.0002894088,0.0000030506267,0.00018886235,0.0018091035,0.00010612147,0.0003686302,0.18155877,0.6551381,0.16013958],"study_design_scores_gemma":[7.07117e-7,0.000004104869,0.000079689744,0.00006257682,3.4778628e-7,0.000057698246,0.00012792287,0.000007716553,0.000021865746,0.0023077019,0.9973283,0.0000013869087],"about_ca_topic_score_codex":0.0032349054,"about_ca_topic_score_gemma":0.004585581,"teacher_disagreement_score":0.6132845,"about_ca_system_score_codex":0.0021277617,"about_ca_system_score_gemma":0.0019087538,"threshold_uncertainty_score":0.87477595},"labels":[],"label_agreement":null},{"id":"W4414265797","doi":"10.11647/obp.0490.01","title":"1. Collective choice with known preferences","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"French Urban and Social Studies","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 Toronto","funders":"","keywords":"Condorcet method; Preference; Preference relation; Social choice theory; Property (philosophy); Voting; Transitive relation; Approval voting; Relation (database)","score_opus":0.050790199585327954,"score_gpt":0.279027601638499,"score_spread":0.22823740205317103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414265797","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":[0.03606195,0.005931708,0.48478618,0.014119218,0.0005530204,0.00043814885,0.0009917654,0.00033467502,0.4567834],"genre_scores_gemma":[0.7712142,0.0046198126,0.13421486,0.0018243932,0.00093672937,0.00095608644,0.00068214606,0.00009073578,0.085461065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99588287,0.0020117958,0.00016053175,0.00074640644,0.0008933418,0.00030506254],"domain_scores_gemma":[0.99611723,0.0017593808,0.0005448096,0.0010026691,0.00036348257,0.0002123925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035479646,0.0008867977,0.0009937808,0.00069364184,0.0018593009,0.0043659457,0.0018034908,0.0046583563,0.020628534],"category_scores_gemma":[0.009755483,0.0004271051,0.0012258424,0.0014538378,0.004360701,0.0064915223,0.0029680918,0.0032356482,0.0028219873],"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":[0.000022340362,0.00001937543,0.0003186091,0.00009949396,0.000014827745,0.000068198715,0.00014305422,0.0033299967,0.00008635665,0.98065877,0.0021992815,0.013039716],"study_design_scores_gemma":[0.000022735392,0.00002523464,0.00019441967,0.00006489818,0.000009746781,0.00010051311,0.00006549489,0.009732432,0.00008851255,0.9740283,0.015655454,0.000012250667],"about_ca_topic_score_codex":0.0013507644,"about_ca_topic_score_gemma":0.0012148625,"teacher_disagreement_score":0.020628534,"about_ca_system_score_codex":0.002780232,"about_ca_system_score_gemma":0.001432757,"threshold_uncertainty_score":0.06900936},"labels":[],"label_agreement":null},{"id":"W4414266234","doi":"10.11647/obp.0490.08","title":"8. Electoral competition","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"European Union Policy and Governance","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 Toronto","funders":"","keywords":"Condorcet method; Position (finance); Nash equilibrium; Approval voting; Voting; Competition (biology); Interval (graph theory); Set (abstract data type); Cardinal voting systems","score_opus":0.03273603577025432,"score_gpt":0.30644262599932814,"score_spread":0.27370659022907384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414266234","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":[0.015616092,0.0011830083,0.0044319644,0.005293979,0.00025052443,0.00005602685,0.00013113549,0.000036417576,0.9730008],"genre_scores_gemma":[0.6190553,0.0016248366,0.0049229045,0.0037274444,0.0006805832,0.0003198096,0.0004127717,0.00005105985,0.3692054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99620324,0.0014533572,0.00012074306,0.00049853453,0.00083348004,0.00089072355],"domain_scores_gemma":[0.9983028,0.0006422801,0.00016082657,0.00031099215,0.00035745188,0.00022561554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021075527,0.00030019847,0.00067372486,0.000752166,0.0031638637,0.0050355876,0.0010156507,0.003014161,0.05147295],"category_scores_gemma":[0.005689016,0.00024506508,0.0006723131,0.00085436594,0.0027705731,0.0026846842,0.0027471608,0.002116685,0.0077634957],"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":[0.000013358256,0.000018774275,0.000311181,0.000031460495,0.0000034830948,0.000060853137,0.00024326499,0.00027591494,0.00006049578,0.97576195,0.012160506,0.011058833],"study_design_scores_gemma":[0.000050860075,0.00007203377,0.0016747811,0.0001638594,0.000008549267,0.00026975272,0.00094820844,0.0014737855,0.00023547286,0.5281888,0.4668962,0.000017784436],"about_ca_topic_score_codex":0.0025945208,"about_ca_topic_score_gemma":0.0040399325,"teacher_disagreement_score":0.05147295,"about_ca_system_score_codex":0.0027661065,"about_ca_system_score_gemma":0.0025688843,"threshold_uncertainty_score":0.17219418},"labels":[],"label_agreement":null},{"id":"W4414266818","doi":"10.11647/obp.0490.03","title":"3. Voting with two alternatives","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Voting; Bullet voting; Cardinal voting systems; Anti-plurality voting; Population; Ranked voting system; Approval voting; Condorcet method","score_opus":0.03828007331560068,"score_gpt":0.243949008341883,"score_spread":0.2056689350262823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414266818","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":[0.04467709,0.0008308513,0.18480258,0.004652513,0.0003544407,0.00030694949,0.00053761073,0.00017052212,0.7636674],"genre_scores_gemma":[0.76573795,0.00072282826,0.07445714,0.0015794495,0.0002203873,0.00035373133,0.0005660592,0.000071924595,0.1562906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99791914,0.0008388651,0.00008634292,0.00037510734,0.00048327455,0.00029725436],"domain_scores_gemma":[0.9983022,0.0008554988,0.00016629412,0.0004129899,0.00016414262,0.00009886513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016640242,0.00038910614,0.00052598305,0.00040301314,0.0013584049,0.0027352155,0.0011916261,0.0025304398,0.03219147],"category_scores_gemma":[0.0065896534,0.00023361247,0.0010381092,0.00068338873,0.0016798939,0.002125495,0.001387781,0.001899408,0.004368606],"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":[0.00008102121,0.00005474698,0.0009310647,0.00006456679,0.000017871269,0.00015093495,0.00032379336,0.005401615,0.0005651035,0.9345785,0.0077496893,0.05008119],"study_design_scores_gemma":[0.00006842405,0.000061874365,0.0010384964,0.00007874343,0.000028154353,0.0005159301,0.000266843,0.039369345,0.0010829443,0.8859766,0.07148754,0.000025044128],"about_ca_topic_score_codex":0.0029850972,"about_ca_topic_score_gemma":0.0028035187,"teacher_disagreement_score":0.03219147,"about_ca_system_score_codex":0.0011109144,"about_ca_system_score_gemma":0.0011687034,"threshold_uncertainty_score":0.10769123},"labels":[],"label_agreement":null},{"id":"W4414267910","doi":"10.11647/obp.0490.12","title":"12. Money in electoral competition","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"European Union Policy and Governance","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 Toronto","funders":"","keywords":"Outcome (game theory); Competition (biology); Position (finance); Quality (philosophy); Interest rate; Voting; Preference","score_opus":0.03289949279972192,"score_gpt":0.29978855841777247,"score_spread":0.26688906561805054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414267910","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":[0.008679144,0.0073423535,0.0025119085,0.008021554,0.00037977097,0.000019754363,0.000051413666,0.00003139263,0.9729628],"genre_scores_gemma":[0.57803893,0.005266417,0.0019234043,0.0025081637,0.00067319424,0.00013123966,0.000075860786,0.000049101283,0.41133368],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994778,0.00025727635,0.000011545742,0.00006420511,0.00008964909,0.00009958041],"domain_scores_gemma":[0.99970573,0.00014041738,0.000032688724,0.000030965475,0.000039777373,0.000050345112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056031195,0.00032961305,0.00031537886,0.0005344404,0.0017953919,0.0037023583,0.0005203682,0.002007689,0.02717014],"category_scores_gemma":[0.0014111002,0.0001660961,0.00024444785,0.0009061577,0.003748735,0.002841746,0.0014416545,0.001510179,0.0036275147],"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":[0.000010208119,0.0000059135864,0.000058394904,0.000026385764,0.0000013159532,0.000022057928,0.00015426763,0.0003483653,0.00002849275,0.9821685,0.009586006,0.0075900787],"study_design_scores_gemma":[0.000022186136,0.000031422565,0.0005430886,0.00019750463,0.000005406059,0.000094814925,0.0004902987,0.0011512014,0.00011182876,0.72705257,0.27029023,0.000009393439],"about_ca_topic_score_codex":0.0021978887,"about_ca_topic_score_gemma":0.00306491,"teacher_disagreement_score":0.02717014,"about_ca_system_score_codex":0.0025441113,"about_ca_system_score_gemma":0.0021703257,"threshold_uncertainty_score":0.09089321},"labels":[],"label_agreement":null},{"id":"W4414269100","doi":"10.11647/obp.0490.05","title":"5. Sequential pairwise voting","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Outcome (game theory); Pairwise comparison; Sequence (biology); Voting; Class (philosophy); Cardinal voting systems; Anti-plurality voting; Approval voting; Set (abstract data type); Binary number","score_opus":0.053884161071052254,"score_gpt":0.24052746208793732,"score_spread":0.18664330101688506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414269100","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":[0.013896715,0.0008733199,0.43886083,0.0012950065,0.00042410815,0.00044778048,0.0005026678,0.0003697906,0.54332983],"genre_scores_gemma":[0.3940963,0.0012272191,0.37458488,0.000763679,0.00027649032,0.00059185986,0.0011447251,0.00024604626,0.22706877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979493,0.00083729957,0.000098765544,0.00036197458,0.00055635395,0.0001963356],"domain_scores_gemma":[0.99883014,0.0004271405,0.00009375937,0.00033192785,0.0002296149,0.0000875309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016354129,0.00055164413,0.00057128817,0.00065940974,0.0016226766,0.0020096332,0.0015871978,0.0011769516,0.04529916],"category_scores_gemma":[0.0049707354,0.00032165786,0.00080613745,0.00118262,0.0012149487,0.0028971678,0.0017252514,0.0013784945,0.007748337],"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":[0.00005328082,0.00003623263,0.00027090352,0.00011844791,0.000017459173,0.000067748304,0.00020706399,0.004896519,0.00074155437,0.90095824,0.009348481,0.08328405],"study_design_scores_gemma":[0.000034485398,0.00006900069,0.00035802275,0.00007171113,0.00001894783,0.0002845132,0.000115618124,0.032745957,0.0013322065,0.8302082,0.13474357,0.000017801249],"about_ca_topic_score_codex":0.0019102687,"about_ca_topic_score_gemma":0.0031119657,"teacher_disagreement_score":0.04529916,"about_ca_system_score_codex":0.0011374902,"about_ca_system_score_gemma":0.0013440101,"threshold_uncertainty_score":0.15154082},"labels":[],"label_agreement":null},{"id":"W4414591285","doi":"10.11647/obp.0490.11","title":"11. Distributive politics","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Condorcet method; Outcome (game theory); Nash equilibrium; Stochastic game; Shapley value; Value (mathematics); Consumption (sociology); Bargaining problem; Position (finance); Function (biology)","score_opus":0.03635196961157519,"score_gpt":0.23369684532781257,"score_spread":0.19734487571623738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414591285","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":[0.0030739026,0.0016875585,0.03292693,0.0035020018,0.00021043987,0.00004815094,0.00010530812,0.00006392666,0.9583817],"genre_scores_gemma":[0.47574154,0.0035426796,0.022197837,0.0040785386,0.0009408327,0.0003541553,0.00026492192,0.00018720972,0.49269232],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987846,0.00037475603,0.000031501844,0.00030719693,0.00032463268,0.00017725713],"domain_scores_gemma":[0.9994849,0.00018151032,0.000038630445,0.00014723468,0.00009612931,0.000051604642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010903836,0.00055781653,0.0004991695,0.00050870585,0.0029480418,0.005746998,0.0009624056,0.0019948834,0.03019538],"category_scores_gemma":[0.0016568729,0.0003514207,0.00062770594,0.0013162456,0.0069454005,0.0055767642,0.0019328429,0.0026348962,0.0061595095],"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":[9.0013276e-7,0.0000021095316,0.000014541462,0.0000040764166,4.057201e-7,0.000005123007,0.000038484017,0.00008700574,0.00000874148,0.9972263,0.0012692328,0.0013430264],"study_design_scores_gemma":[0.000003881597,0.000004512378,0.000061405306,0.000018880688,0.0000010620159,0.000048074548,0.000059256956,0.00087035785,0.000029773119,0.9145963,0.08430429,0.000002183436],"about_ca_topic_score_codex":0.0032771651,"about_ca_topic_score_gemma":0.0034708986,"teacher_disagreement_score":0.03019538,"about_ca_system_score_codex":0.004438455,"about_ca_system_score_gemma":0.0019374978,"threshold_uncertainty_score":0.1010136},"labels":[],"label_agreement":null},{"id":"W4414591963","doi":"10.11647/obp.0490.15","title":"15. Regime change","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","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":"University of Toronto","funders":"","keywords":"Subgame perfect equilibrium; Distribution (mathematics); Remainder; Control (management); Regime change","score_opus":0.07654906152774585,"score_gpt":0.23216073820327301,"score_spread":0.15561167667552717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414591963","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":[0.013116215,0.0015446264,0.01941842,0.00734998,0.0006830557,0.00010910605,0.0005803308,0.00018396892,0.95701426],"genre_scores_gemma":[0.73981565,0.0027757932,0.009926987,0.005403521,0.00078102504,0.00033734908,0.00053149444,0.000095610674,0.2403325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943906,0.00011411327,0.0000217811,0.00019980171,0.00009437776,0.00013088628],"domain_scores_gemma":[0.99950874,0.000120801065,0.00007127385,0.00015896895,0.000077308105,0.00006295374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007344686,0.0003129549,0.0003196592,0.00046796058,0.001299128,0.0028313084,0.0006427091,0.0022398012,0.04041717],"category_scores_gemma":[0.0025375301,0.00017152804,0.00071006315,0.0003784165,0.0019555506,0.0021116482,0.0013909135,0.0018016497,0.005101747],"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":[0.00001295563,0.000012740171,0.00025561193,0.000022401615,0.0000053948215,0.00006708104,0.00010164137,0.0006296172,0.0001353514,0.98388505,0.007316348,0.007555659],"study_design_scores_gemma":[0.000031777683,0.000037638667,0.0013408647,0.00011277207,0.000012581047,0.00028927883,0.00018134071,0.004236774,0.0003675946,0.7707709,0.22259793,0.000020624268],"about_ca_topic_score_codex":0.003512573,"about_ca_topic_score_gemma":0.0026397777,"teacher_disagreement_score":0.04041717,"about_ca_system_score_codex":0.0026104231,"about_ca_system_score_gemma":0.0014512788,"threshold_uncertainty_score":0.1352089},"labels":[],"label_agreement":null},{"id":"W4414592225","doi":"10.11647/obp.0490.07","title":"7. Voting with asymmetric information","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Unanimity; Voting; Cardinal voting systems; Condorcet method; Bullet voting; Anti-plurality voting; Contingent vote; Quality (philosophy)","score_opus":0.022378202766369936,"score_gpt":0.20369671126108613,"score_spread":0.1813185084947162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414592225","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":[0.11165549,0.002264483,0.4003362,0.014672645,0.0004205022,0.00025915928,0.0005644409,0.00016050796,0.46966666],"genre_scores_gemma":[0.92361456,0.0014774898,0.03350086,0.0014238317,0.0005955241,0.00022210451,0.00032736183,0.0000484618,0.038789853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907862,0.0051192264,0.00036156038,0.0009381933,0.0018654395,0.000929437],"domain_scores_gemma":[0.98971367,0.006277194,0.0010475264,0.0017822345,0.0008646008,0.00031475353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006391066,0.00054140465,0.0012760637,0.0008729733,0.0018125837,0.005276241,0.0017150792,0.0036273922,0.014506873],"category_scores_gemma":[0.01881899,0.00045663858,0.001501905,0.0011687457,0.003628461,0.006397319,0.002456045,0.0028275268,0.0016788209],"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":[0.000025159497,0.000015597561,0.00030674142,0.000030169778,0.000012882166,0.000051139952,0.00010835263,0.0072823158,0.000086852386,0.9852063,0.0016202073,0.0052542873],"study_design_scores_gemma":[0.000030412331,0.000015991503,0.00019502848,0.000022392784,0.000009204454,0.000057928846,0.00006707794,0.033966955,0.00011196158,0.9598912,0.005622254,0.000009649073],"about_ca_topic_score_codex":0.002644368,"about_ca_topic_score_gemma":0.0018641026,"teacher_disagreement_score":0.014506873,"about_ca_system_score_codex":0.002429634,"about_ca_system_score_gemma":0.0013432878,"threshold_uncertainty_score":0.04853034},"labels":[],"label_agreement":null},{"id":"W4414593506","doi":"10.11647/obp.0490","title":"Models in Political Economy","year":2025,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Compromise; Mathematical proof; Voting; Core (optical fiber); Politics; Foundation (evidence); Public choice; Voting behavior; Outcome (game theory); Formal description","score_opus":0.04885543382179371,"score_gpt":0.24383772674826906,"score_spread":0.19498229292647534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414593506","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":[0.0065288604,0.060915887,0.22515747,0.022799501,0.0023552566,0.00015588495,0.0018686964,0.00095610385,0.67926234],"genre_scores_gemma":[0.39216214,0.09632211,0.08953304,0.008267225,0.0043894863,0.0013439957,0.0032589997,0.0006588909,0.40406412],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991811,0.00035392583,0.000039732997,0.00012212124,0.00022560458,0.00007750759],"domain_scores_gemma":[0.9992077,0.00051120133,0.000058001573,0.00009948469,0.00008002866,0.000043645898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007492619,0.0012368202,0.0012629853,0.0009324619,0.0010702003,0.0034892857,0.0012301966,0.0019730623,0.025941977],"category_scores_gemma":[0.0019839108,0.0004320271,0.0009895802,0.0021215333,0.0022136222,0.0037710166,0.0013641301,0.002864812,0.0062671816],"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":[0.0000033761667,0.000009407578,0.00007420006,0.000064763575,0.0000088916895,0.00003516158,0.00007660764,0.0032363343,0.000045782526,0.9718384,0.017070971,0.0075360998],"study_design_scores_gemma":[0.0000073710535,0.000008005889,0.00007738656,0.00005640354,0.0000052221912,0.000055360302,0.000058179776,0.0058215912,0.000026075497,0.8504078,0.14347106,0.000005469256],"about_ca_topic_score_codex":0.0031797301,"about_ca_topic_score_gemma":0.0028363112,"teacher_disagreement_score":0.025941977,"about_ca_system_score_codex":0.0025080207,"about_ca_system_score_gemma":0.0016513225,"threshold_uncertainty_score":0.08678454},"labels":[],"label_agreement":null},{"id":"W4414593628","doi":"10.11647/obp.0490.14","title":"14. Bargaining","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Subgame perfect equilibrium; Outcome (game theory); Status quo; Subgame; Repeated game; Voting; Sequential equilibrium; Interval (graph theory); Distribution (mathematics)","score_opus":0.04788547273774867,"score_gpt":0.23367617405098065,"score_spread":0.18579070131323197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414593628","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":[0.0021561214,0.0005765567,0.044881005,0.002552376,0.00044789078,0.00023757848,0.00043565177,0.00018480745,0.9485281],"genre_scores_gemma":[0.2482241,0.0021851873,0.065360166,0.0040574768,0.0006028983,0.0009965702,0.0016661502,0.00028574714,0.6766217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957663,0.0013760948,0.00025375452,0.0009784657,0.0010174944,0.00060780486],"domain_scores_gemma":[0.99820745,0.00048345196,0.0001308239,0.00062866445,0.0003998438,0.0001498558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041559795,0.0009795901,0.0009185471,0.0011595676,0.005106706,0.007443475,0.002800485,0.003952761,0.13658822],"category_scores_gemma":[0.008939678,0.0006512291,0.0014226849,0.0013797672,0.0035564762,0.0048519257,0.003820351,0.0034012077,0.03628753],"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":[0.000013849428,0.000014926581,0.000081915154,0.00002383685,0.000005713369,0.000040481234,0.00017379665,0.0005724217,0.00007773231,0.9784021,0.011127231,0.0094660595],"study_design_scores_gemma":[0.000023396604,0.00002469739,0.00016370243,0.0001181796,0.000009170276,0.000098681754,0.000303257,0.0021915657,0.00029124532,0.74358314,0.25317642,0.00001655551],"about_ca_topic_score_codex":0.0038682404,"about_ca_topic_score_gemma":0.0030001525,"teacher_disagreement_score":0.13658822,"about_ca_system_score_codex":0.0045749675,"about_ca_system_score_gemma":0.0037061225,"threshold_uncertainty_score":0.45693308},"labels":[],"label_agreement":null},{"id":"W4414593853","doi":"10.11647/obp.0490.02","title":"2. Collective choice with privately-known preferences","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Condorcet method; Preference; Mechanism (biology); Social choice theory; Preference theory; Selection (genetic algorithm)","score_opus":0.04950337841267126,"score_gpt":0.23284739081086625,"score_spread":0.18334401239819498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414593853","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":[0.012450798,0.005840772,0.20167156,0.012306135,0.00072189176,0.0001432082,0.00036113782,0.00012904032,0.7663754],"genre_scores_gemma":[0.56696033,0.0076888464,0.098404795,0.0043128566,0.001795195,0.0008954109,0.00064802484,0.00014484231,0.3191497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99890983,0.00043272963,0.000036604775,0.00021259507,0.00031557682,0.000092760914],"domain_scores_gemma":[0.99907863,0.00051868986,0.00008187045,0.00021333418,0.00006943095,0.00003801401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014470773,0.00049155316,0.0005572171,0.000353537,0.0011192178,0.0028524555,0.0009188306,0.0032365017,0.01460367],"category_scores_gemma":[0.003543709,0.00024764385,0.00081333285,0.0007852396,0.0028819854,0.0036287936,0.0014877971,0.0022226614,0.0034716935],"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":[0.000008351594,0.0000093526105,0.000068553156,0.000047096215,0.000003579911,0.00003308618,0.00011012468,0.0010935051,0.00008788231,0.9779163,0.004840016,0.015782095],"study_design_scores_gemma":[0.000007474639,0.000007437118,0.00012073147,0.000042180294,0.0000031982188,0.00006512012,0.000041328924,0.0031415839,0.00008577775,0.9594879,0.03699222,0.0000050447466],"about_ca_topic_score_codex":0.0007187716,"about_ca_topic_score_gemma":0.00069798384,"teacher_disagreement_score":0.01460367,"about_ca_system_score_codex":0.0010788091,"about_ca_system_score_gemma":0.00070030126,"threshold_uncertainty_score":0.048854172},"labels":[],"label_agreement":null},{"id":"W4414593888","doi":"10.11647/obp.0490.06","title":"6. Ethical voting and expressive voting","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Voting; Outcome (game theory); Bullet voting; Anti-plurality voting; Turnout; Cardinal voting systems; Approval voting","score_opus":0.0406746087399058,"score_gpt":0.24760925357937658,"score_spread":0.20693464483947077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414593888","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":[0.01359726,0.0055087917,0.07127047,0.0072381077,0.00055199274,0.00006224284,0.000073365605,0.000040614555,0.90165716],"genre_scores_gemma":[0.7058925,0.0059225406,0.02626646,0.0036852234,0.0012007863,0.0002432201,0.0001708547,0.000095209405,0.25652316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757963,0.0012945632,0.000080270365,0.00025852004,0.0005410969,0.00024594372],"domain_scores_gemma":[0.9978325,0.0013330376,0.00019969829,0.00032994463,0.00020890434,0.000095931864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021275268,0.0003760253,0.00036427565,0.00044606568,0.0014098053,0.0032380386,0.0006339493,0.0017620896,0.015168734],"category_scores_gemma":[0.0064789443,0.0002426309,0.00061354175,0.0006518346,0.0048791436,0.0038110095,0.0015624899,0.0031553872,0.0021586942],"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":[0.0000023322007,0.0000064456794,0.00006786385,0.000012492845,7.9217267e-7,0.000010713338,0.00017778491,0.00045675057,0.000022269693,0.99387556,0.0012303819,0.0041367128],"study_design_scores_gemma":[0.0000056266317,0.000011143984,0.00023843072,0.00006722791,0.000002194893,0.000056659967,0.00019255967,0.0022144744,0.00009355165,0.94197154,0.05514158,0.0000049698724],"about_ca_topic_score_codex":0.0012427807,"about_ca_topic_score_gemma":0.0012361358,"teacher_disagreement_score":0.015168734,"about_ca_system_score_codex":0.0016556329,"about_ca_system_score_gemma":0.0011215162,"threshold_uncertainty_score":0.050744474},"labels":[],"label_agreement":null},{"id":"W4414594317","doi":"10.11647/obp.0490.10","title":"10. Electoral competition","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Position (finance); Voting; Nash equilibrium; Cardinal voting systems; Set (abstract data type); Stochastic game; Competition (biology)","score_opus":0.03785354420940562,"score_gpt":0.22447878556274417,"score_spread":0.18662524135333855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414594317","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":[0.006749155,0.00059820834,0.0049275653,0.0016620592,0.00015350593,0.000039922506,0.00022440602,0.000039783783,0.9856053],"genre_scores_gemma":[0.49990568,0.0013320858,0.0072328066,0.0021308414,0.00042113053,0.00023592473,0.0008492193,0.00006672248,0.48782563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885225,0.0003095003,0.000047815283,0.00023311078,0.00029145018,0.00026581038],"domain_scores_gemma":[0.9992773,0.00023553181,0.0000723614,0.0001502988,0.00014368225,0.000120977005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084321137,0.00028158646,0.0004634203,0.0005262859,0.0020323251,0.0043065976,0.00083622255,0.0018790765,0.06375415],"category_scores_gemma":[0.0028347676,0.00021721901,0.00048121216,0.000693737,0.0017326724,0.0019096924,0.001573823,0.0017176961,0.012537574],"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":[0.000011861618,0.000014472137,0.00015971046,0.000027331944,0.0000024184192,0.000039043927,0.0001082777,0.00024215119,0.000097312346,0.9704324,0.014595399,0.014269533],"study_design_scores_gemma":[0.000029892246,0.000037213245,0.0012066058,0.00010361362,0.0000066213083,0.00037602687,0.00036580308,0.002014149,0.00034688725,0.6627264,0.33277178,0.000014986206],"about_ca_topic_score_codex":0.002540102,"about_ca_topic_score_gemma":0.004100751,"teacher_disagreement_score":0.06375415,"about_ca_system_score_codex":0.0018110073,"about_ca_system_score_gemma":0.0015941543,"threshold_uncertainty_score":0.21327883},"labels":[],"label_agreement":null},{"id":"W4414594327","doi":"10.11647/obp.0490.04","title":"4. Voting with many alternatives","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Voting Systems","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":"Voting; Anti-plurality voting; Approval voting; Condorcet method; Cardinal voting systems; Probabilistic logic; Population; Set (abstract data type); Stochastic game","score_opus":0.0356839149489239,"score_gpt":0.22881984688435655,"score_spread":0.19313593193543266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414594327","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":[0.04254236,0.001268047,0.37736422,0.0050036716,0.00039321958,0.0003954783,0.0003167401,0.00024908726,0.57246715],"genre_scores_gemma":[0.6964812,0.0010872144,0.14802876,0.001437994,0.0003299488,0.00045261413,0.00046348767,0.000104964805,0.15161373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639314,0.0016614945,0.00016585761,0.0005659807,0.0008449836,0.00036859317],"domain_scores_gemma":[0.9969349,0.0014319139,0.00025306258,0.0008855027,0.00034487873,0.00014984014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025843128,0.0004801347,0.00064900663,0.0006539863,0.0016690341,0.0032012765,0.0017948184,0.0022245974,0.02842918],"category_scores_gemma":[0.008478169,0.0003127598,0.0011996484,0.00090438384,0.0022128157,0.0038580417,0.002195275,0.0019145336,0.0036217284],"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":[0.000058718964,0.000051164774,0.00051250693,0.000078528814,0.000022899874,0.000076234704,0.00025547692,0.006313811,0.0005705282,0.9290076,0.0050813253,0.057971206],"study_design_scores_gemma":[0.00005594872,0.00005190295,0.00042268832,0.00006937743,0.000022634145,0.00020909111,0.0001682894,0.031644743,0.0009997211,0.9150105,0.051324934,0.000020071528],"about_ca_topic_score_codex":0.0015017056,"about_ca_topic_score_gemma":0.0014900543,"teacher_disagreement_score":0.02842918,"about_ca_system_score_codex":0.001250718,"about_ca_system_score_gemma":0.0012291846,"threshold_uncertainty_score":0.09510511},"labels":[],"label_agreement":null},{"id":"W4414594724","doi":"10.11647/obp.0490.16","title":"16. Preferences, profiles, games, and optimization","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Game Theory and Applications","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":"University of Toronto","funders":"","keywords":"Mathematical model; Process (computing); Work (physics); Optimization problem; Identification (biology)","score_opus":0.08378266343041525,"score_gpt":0.3410498473444951,"score_spread":0.2572671839140799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414594724","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":[0.0020210627,0.030200113,0.020411344,0.0038037766,0.0011763945,0.00005891893,0.00048010374,0.00019244099,0.9416558],"genre_scores_gemma":[0.05034432,0.048312277,0.025910204,0.003038929,0.0012501735,0.00023169651,0.0010468614,0.0002805197,0.869585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997693,0.00005564643,0.000011488755,0.000038249866,0.0000984917,0.000026925773],"domain_scores_gemma":[0.9998591,0.00006084042,0.000011307546,0.000015232765,0.000037337173,0.000016226115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032782863,0.0006893681,0.0005873588,0.00065905944,0.0007820272,0.0032216036,0.0004493846,0.0007782369,0.044817008],"category_scores_gemma":[0.0009611071,0.00029427654,0.0004460189,0.0017557148,0.00100632,0.0028816564,0.0007134927,0.0018875037,0.020228175],"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":[0.000016246342,0.000026332516,0.00011734259,0.0002808143,0.0000098199625,0.0000585526,0.0003606124,0.000961796,0.00035724643,0.743991,0.15262936,0.10119093],"study_design_scores_gemma":[0.0000053975764,0.000017786091,0.00033049632,0.0002600311,0.000008479125,0.0001776181,0.00016962603,0.0007476136,0.00018240299,0.40956205,0.5885288,0.000009679199],"about_ca_topic_score_codex":0.0012648797,"about_ca_topic_score_gemma":0.0029609546,"teacher_disagreement_score":0.044817008,"about_ca_system_score_codex":0.0010902871,"about_ca_system_score_gemma":0.000973528,"threshold_uncertainty_score":0.1499278},"labels":[],"label_agreement":null},{"id":"W4416066326","doi":"10.11647/obp.0429.24","title":"6. ‘Hades’","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Migration, Policy, and Dickens Studies","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":"George (robot); SAINT; Biography; Wright","score_opus":0.041062318398806384,"score_gpt":0.3364077244898522,"score_spread":0.2953454060910458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416066326","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":[0.008553363,0.0031561775,0.0011279612,0.038403295,0.0054173544,0.00006249901,0.00031405967,0.000100085475,0.94286513],"genre_scores_gemma":[0.11079503,0.0008480538,0.00043035866,0.023873607,0.00057533785,0.00009673115,0.00017442038,0.00014810405,0.8630584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99763334,0.00079704885,0.00006142161,0.00025822868,0.00042211052,0.00082797493],"domain_scores_gemma":[0.99940944,0.00010536917,0.000056903144,0.00007838388,0.00016494909,0.00018488454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638254,0.00046130808,0.00028228963,0.00049697584,0.013292087,0.006103162,0.00090249395,0.0045925053,0.051356416],"category_scores_gemma":[0.00412704,0.00033593105,0.0004064433,0.0007543464,0.0064533255,0.006811098,0.0054070666,0.0073732836,0.01315751],"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":[0.00004651869,0.000021451466,0.0005451402,0.00008754422,0.0000033865228,0.00058188447,0.04938526,0.000022119493,0.00014664071,0.43809265,0.4942897,0.01677767],"study_design_scores_gemma":[0.0000019527263,0.0000040205828,0.00017623,0.000049579223,6.0902e-7,0.00013055536,0.0061249356,0.00000481433,0.000047990263,0.0032279808,0.9902272,0.000004131628],"about_ca_topic_score_codex":0.03475651,"about_ca_topic_score_gemma":0.103326134,"teacher_disagreement_score":0.051356416,"about_ca_system_score_codex":0.0040686456,"about_ca_system_score_gemma":0.0033339588,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7084076695","doi":"10.11647/obp.0490.09","title":"9. Electoral competition","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","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":"Nash equilibrium; Condorcet method; Position (finance); Competition (biology); Equilibrium selection; Epsilon-equilibrium; Competitive equilibrium; Complete information","score_opus":0.029507510709221006,"score_gpt":0.30352327988161637,"score_spread":0.27401576917239534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084076695","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":[0.006758676,0.0007375442,0.0076307114,0.0023885805,0.00024891514,0.000026146841,0.00008864683,0.000030018526,0.98209065],"genre_scores_gemma":[0.48712483,0.0016013085,0.0071661435,0.0024010444,0.0005269658,0.00020619202,0.00029667717,0.000070474096,0.50060636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928856,0.00025203844,0.000018752753,0.0001136038,0.00017340263,0.00015367764],"domain_scores_gemma":[0.99964905,0.0001406084,0.00003643345,0.000057587265,0.00005356208,0.00006277067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060454226,0.00027835136,0.0003438947,0.00031998666,0.0016203985,0.0032357925,0.00071502593,0.0014522418,0.04655817],"category_scores_gemma":[0.0015482994,0.00018713872,0.00065809727,0.00048425928,0.0015110903,0.0017324358,0.0014523807,0.0017742891,0.008456923],"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":[0.000008704985,0.000015143371,0.00009179363,0.000025795758,0.0000023043333,0.00004222372,0.00009548296,0.00092646806,0.00007900113,0.9789282,0.011320217,0.008464639],"study_design_scores_gemma":[0.000027130984,0.00005108465,0.0005857253,0.00009516385,0.0000061556443,0.00029871403,0.0003686249,0.0049360683,0.0002050134,0.640248,0.35316503,0.000013298348],"about_ca_topic_score_codex":0.0024163544,"about_ca_topic_score_gemma":0.0037147228,"teacher_disagreement_score":0.04655817,"about_ca_system_score_codex":0.0018233202,"about_ca_system_score_gemma":0.0016926611,"threshold_uncertainty_score":0.1557526},"labels":[],"label_agreement":null},{"id":"W7084137076","doi":"10.11647/obp.0490.13","title":"13. Two-period electoral competition with imperfect information","year":2025,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Bacterial Identification and Susceptibility Testing","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 Toronto","funders":"","keywords":"Outcome (game theory); Stochastic game; Imperfect; Competition (biology); Perfect information; Quality (philosophy); State (computer science); Complete information","score_opus":0.0099622700613165,"score_gpt":0.24279189257489583,"score_spread":0.23282962251357933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084137076","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":[0.06352875,0.00061487226,0.025178278,0.0051135058,0.00022517113,0.00016255213,0.00067989045,0.0000977661,0.90439916],"genre_scores_gemma":[0.7944389,0.00060018443,0.006530007,0.0011625269,0.0001851448,0.00020130578,0.00037221832,0.000030416753,0.19647925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990108,0.00035926278,0.000027777736,0.000119839206,0.00015458053,0.0003277251],"domain_scores_gemma":[0.99833363,0.0008939675,0.00016262422,0.00024331063,0.00014683019,0.000219641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012788719,0.00031325905,0.00073151285,0.00032800087,0.0013483352,0.0033887266,0.0012365385,0.0029649748,0.045973275],"category_scores_gemma":[0.0037029441,0.0002899482,0.0006111702,0.00057475246,0.0013862401,0.0021802834,0.0011527532,0.0020139683,0.003664567],"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":[0.00012563188,0.00007834441,0.00043259683,0.00008634124,0.000018647974,0.00032696128,0.00018856072,0.012354445,0.00024131939,0.96082836,0.015878322,0.009440412],"study_design_scores_gemma":[0.00026352145,0.00015522994,0.0017495266,0.000093518145,0.000023440707,0.000372692,0.0004603875,0.07760051,0.00028209644,0.85512364,0.06382749,0.000048024423],"about_ca_topic_score_codex":0.0038374364,"about_ca_topic_score_gemma":0.0054526404,"teacher_disagreement_score":0.045973275,"about_ca_system_score_codex":0.0019726146,"about_ca_system_score_gemma":0.0018147368,"threshold_uncertainty_score":0.1537959},"labels":[],"label_agreement":null}]}