{"meta":{"query_hash":"831b57368d0b","filters":{"venue":"SPIE eBooks"},"cohort_total":96,"direct_labels_cover":0,"predictions_cover":96,"exported":96,"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/831b57368d0b","api":"https://metacan.xera.ac/api/v1/cohort?venue=SPIE+eBooks"},"results":[{"id":"W1928566619","doi":"10.1214/imsc/1207580069","title":"Probability and Statistics: Essays in Honor of David A. Freedman","year":2008,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":38,"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":"Freedman; Honor; Statistics; History; Sociology; Mathematics; Computer science; Archaeology","score_opus":0.23676038490110518,"score_gpt":0.37543915376625314,"score_spread":0.13867876886514796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1928566619","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017982268,0.00023123054,0.01806534,0.00003762638,0.00081117486,0.0013391308,0.0017625169,0.000092094226,0.9758627],"genre_scores_gemma":[0.00008670985,0.00005534141,0.54121214,0.000025935982,0.000079126956,0.000047686368,0.000058161502,0.000042863856,0.45839202],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985218,0.00008936897,0.0006191079,0.00034207615,0.00021906712,0.00020859686],"domain_scores_gemma":[0.9967465,0.00215275,0.00039515574,0.0004929201,0.00013983816,0.00007286849],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060058123,0.00026456284,0.0006554926,0.00016965401,0.000038163962,0.000012704354,0.0001855921,0.0002614948,0.00007749023],"category_scores_gemma":[0.002392876,0.00025390406,0.00004818262,0.000019580477,0.00047341743,0.000012538845,0.00010262058,0.00034509462,0.000008327753],"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":[0.000019496778,0.00005292138,0.0001479641,0.0011327096,0.000032486532,0.000012311637,0.0015124022,1.4733797e-7,0.000016431839,0.90809214,0.07945521,0.009525779],"study_design_scores_gemma":[0.00030208807,0.00007326356,0.000361934,0.00019224978,0.000052592062,0.000009188579,0.000052257332,0.0000064500286,0.00009565085,0.9804835,0.018140363,0.00023051222],"about_ca_topic_score_codex":0.00003725555,"about_ca_topic_score_gemma":0.00021532978,"teacher_disagreement_score":0.5231468,"about_ca_system_score_codex":0.00011942913,"about_ca_system_score_gemma":0.000644529,"threshold_uncertainty_score":0.9999913},"labels":[],"label_agreement":null},{"id":"W2229334392","doi":"10.1071/9780643093003107.346.349.2005.107","title":"Selective Genotyping for Determination of a Major Gene Associated With Cranial Cruciate Ligament Disease in the Newfoundland Dog","year":2005,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":3,"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":"Genotyping; Cruciate ligament; Medicine; Disease; Gene; Genetics; Genotype; Biology; Anatomy; Anterior cruciate ligament; Pathology","score_opus":0.04345788638519589,"score_gpt":0.2930029123906923,"score_spread":0.24954502600549644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2229334392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92152774,0.00061567675,0.00048852956,0.0002834678,0.00031390117,0.0036925622,0.00042222123,0.00007206676,0.07258382],"genre_scores_gemma":[0.9770962,0.00004785798,0.0003614277,0.00043221723,0.00041327713,0.00026767867,0.000054882858,0.00011943813,0.02120701],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99837184,0.000049986065,0.0005250518,0.00047346388,0.0002513863,0.00032825887],"domain_scores_gemma":[0.9987472,0.00018673982,0.00053154485,0.00033091096,0.00013033776,0.00007321114],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035757592,0.00037094744,0.0005277318,0.00022472053,0.00012009715,0.000031480417,0.00025284666,0.00025090371,0.000027046364],"category_scores_gemma":[0.000043976874,0.00028832405,0.00020372527,0.000022214213,0.0001124424,0.000039497452,0.00007774637,0.00033854228,0.000004855354],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.14558202,0.0037490032,0.014262716,0.0046656444,0.006546725,0.03085585,0.03598478,0.00023836926,0.07946379,0.06900228,0.0005968848,0.60905194],"study_design_scores_gemma":[0.0743466,0.15917851,0.3377056,0.01779165,0.010879663,0.0031986802,0.00017519917,0.013263243,0.00077675714,0.22623405,0.14195977,0.014490271],"about_ca_topic_score_codex":0.000055906366,"about_ca_topic_score_gemma":0.0008867994,"teacher_disagreement_score":0.5945617,"about_ca_system_score_codex":0.00015247088,"about_ca_system_score_gemma":0.00015998475,"threshold_uncertainty_score":0.9999569},"labels":[],"label_agreement":null},{"id":"W2475582652","doi":"10.1117/3.853623.ch51","title":"Sources of Noise in PV Detectors","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Noise (video); Detector; Environmental science; Physics; Computer science; Optics; Artificial intelligence","score_opus":0.01369676514078769,"score_gpt":0.22114106589495527,"score_spread":0.2074443007541676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2475582652","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073336056,0.00011149265,0.000108586464,0.0000043406226,0.00027538577,0.00042853405,0.000021848726,0.0002921629,0.991424],"genre_scores_gemma":[0.20661324,0.000025941692,0.0039261407,0.00008464439,0.00025865866,0.00009569784,0.000024167726,0.0002601777,0.7887113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984281,0.000012306403,0.0006669484,0.0003587526,0.00031382614,0.00022008704],"domain_scores_gemma":[0.9986021,0.00006102831,0.00046598254,0.00068561087,0.00010996165,0.000075338845],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020073353,0.00035934415,0.00059728906,0.0004882873,0.000031069892,0.000017071417,0.00038800342,0.0008205957,0.00068585016],"category_scores_gemma":[0.000043300446,0.0003609672,0.00018227352,0.00001942147,0.0001716953,0.000026087717,0.000111593574,0.00050044723,0.000063883104],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024006853,0.00009382551,0.0010742173,0.001049555,0.000499423,0.00028423453,0.0027651356,0.00045046236,0.29162687,0.62472576,0.0012096718,0.075980775],"study_design_scores_gemma":[0.00048416358,0.000117749165,0.000057734444,0.00073483156,0.000056985627,0.00001802262,0.000016607206,0.00005224452,0.5776482,0.042821933,0.3771985,0.0007929831],"about_ca_topic_score_codex":0.0012400192,"about_ca_topic_score_gemma":0.0023848999,"teacher_disagreement_score":0.5819038,"about_ca_system_score_codex":0.00007447619,"about_ca_system_score_gemma":0.00009161942,"threshold_uncertainty_score":0.99988425},"labels":[],"label_agreement":null},{"id":"W2479224809","doi":"10.1117/3.601520.ch12","title":"Alternative Lithography Techniques","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advancements in Photolithography Techniques","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":"Advanced Micro Devices (Canada)","funders":"","keywords":"Extreme ultraviolet lithography; Lithography; Next-generation lithography; X-ray lithography; Optics; Diffraction; Photolithography; Maskless lithography; Electron-beam lithography; Computational lithography; Stencil lithography; Materials science; Resist; Physics; Optoelectronics; Nanotechnology","score_opus":0.011694454038438008,"score_gpt":0.23976721454585273,"score_spread":0.22807276050741473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479224809","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013427721,0.0011363883,0.0067628846,0.0000040796085,0.0003194694,0.0008196586,0.00009280637,0.004467241,0.98638403],"genre_scores_gemma":[0.0039572404,0.0034203003,0.17714724,0.00067170535,0.0017244429,0.0005612147,0.00014234836,0.0011260628,0.81124943],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982356,0.0000045430143,0.00048737793,0.00047635697,0.00037282225,0.00042331932],"domain_scores_gemma":[0.998824,0.000023901512,0.00014258077,0.0008008013,0.00008457371,0.00012415707],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010765735,0.00073983415,0.00056087726,0.0007334488,0.000066028435,0.00004628989,0.0005249632,0.00050297315,0.00012802576],"category_scores_gemma":[0.0000032551256,0.00079544197,0.0003948741,0.00003250525,0.00019444122,0.00007295249,0.00007637483,0.0008190258,0.000029678065],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008606402,0.000008457807,0.0000033907004,0.0000887999,0.0002799261,0.000090339934,0.000056468183,0.0000043803752,0.000652805,0.31324244,0.0036389,0.6819255],"study_design_scores_gemma":[0.00006113671,0.00010963386,0.0000022972545,0.00034074514,0.00004912369,0.000009973482,0.0000010259555,0.00001224902,0.020422459,0.33232147,0.6460521,0.00061775564],"about_ca_topic_score_codex":0.000004451356,"about_ca_topic_score_gemma":0.0000034009977,"teacher_disagreement_score":0.68130773,"about_ca_system_score_codex":0.00011044278,"about_ca_system_score_gemma":0.000015726908,"threshold_uncertainty_score":0.9994497},"labels":[],"label_agreement":null},{"id":"W2482875566","doi":"10.1117/3.2207310","title":"Special Functions for Optical Science and Engineering","year":2015,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","score_opus":0.016409509079673344,"score_gpt":0.21717644945404646,"score_spread":0.20076694037437312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482875566","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036294598,0.00018646264,0.000503624,0.000007147115,0.0019089354,0.00024743317,0.00003668227,0.00018908114,0.9965577],"genre_scores_gemma":[0.0033028752,0.000022756552,0.008372495,0.00009284353,0.017347949,0.00019212581,0.000040505864,0.00024040915,0.97038805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990638,3.8122715e-7,0.00014708661,0.00022109922,0.0002600257,0.00030759742],"domain_scores_gemma":[0.9994312,0.0000542584,0.000013239423,0.00016672573,0.00010935684,0.00022520477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002060088,0.00018938475,0.00020951995,0.00012179556,0.000066601264,0.000077297795,0.00015900374,0.0001667455,0.00002101198],"category_scores_gemma":[0.000082689905,0.00019201443,0.000044768418,0.000026768179,0.00020469162,0.00004990548,0.00006260939,0.00024381667,0.0000453896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031335152,0.000013564327,9.3713857e-7,0.0010500583,0.00018918185,0.000028704884,0.00027645592,0.0009350972,0.0029566644,0.5925077,0.34572735,0.056282934],"study_design_scores_gemma":[0.00018519381,0.000048530346,0.000008683669,0.00006977018,0.000051348656,0.00000854183,0.0000059815493,0.008059424,0.0002832168,0.0025091607,0.98849136,0.00027877762],"about_ca_topic_score_codex":4.0010053e-7,"about_ca_topic_score_gemma":0.000004379655,"teacher_disagreement_score":0.64276403,"about_ca_system_score_codex":0.00022777,"about_ca_system_score_gemma":0.00033805706,"threshold_uncertainty_score":0.7830121},"labels":[],"label_agreement":null},{"id":"W2482900148","doi":"10.1117/3.601520.ch10","title":"The Limits of Optical Lithography","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advancements in Photolithography Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Lithography; Computational lithography; Stepper; Extreme ultraviolet lithography; Next-generation lithography; Optics; Focus (optics); Resolution (logic); Photolithography; X-ray lithography; Immersion lithography; Physics; Resist; Electron-beam lithography; Computer science; Nanotechnology; Materials science; Artificial intelligence","score_opus":0.016074203445817416,"score_gpt":0.24675807080313528,"score_spread":0.23068386735731786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482900148","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006256354,0.0023812458,0.0009120645,0.0000086066475,0.00028109006,0.00042571887,0.00002513735,0.0006071176,0.9952965],"genre_scores_gemma":[0.040947333,0.008277701,0.09209693,0.0003185943,0.0012378969,0.0003188332,0.00005752531,0.0010751953,0.85567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998695,0.000003099735,0.0004553166,0.00022662048,0.00031147452,0.00030850215],"domain_scores_gemma":[0.9989438,0.00007855245,0.00010251717,0.0007302179,0.00006729006,0.00007763004],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012879343,0.00038274194,0.00036587,0.00020375742,0.00007115405,0.000023783086,0.0004422291,0.00031601082,0.000020166217],"category_scores_gemma":[0.0000076408105,0.0003079305,0.0003274674,0.000023681197,0.00030947741,0.000023298715,0.000042074753,0.0005200579,0.000008085116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010128662,0.000004656987,0.0000033331755,0.000056362456,0.00017106372,0.000011899082,0.000020875364,0.0000060758807,0.00049950124,0.59283817,0.0011190359,0.4052589],"study_design_scores_gemma":[0.000096689015,0.00013398047,0.000026735837,0.00025745944,0.00007507073,0.000006734523,0.0000025452046,0.000014836225,0.009790378,0.19216813,0.79704154,0.0003859404],"about_ca_topic_score_codex":5.425731e-7,"about_ca_topic_score_gemma":0.0000030643566,"teacher_disagreement_score":0.79592246,"about_ca_system_score_codex":0.000027756443,"about_ca_system_score_gemma":0.000014678384,"threshold_uncertainty_score":0.9999373},"labels":[],"label_agreement":null},{"id":"W2482918048","doi":"10.1117/3.853623.ch52","title":"Expressions for D*","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Psychology","score_opus":0.03939025138968353,"score_gpt":0.2582734261833961,"score_spread":0.21888317479371258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482918048","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000020441157,0.00013968922,0.15610152,0.000053882155,0.0022334477,0.00059402053,0.000004766395,0.0002642668,0.84060633],"genre_scores_gemma":[0.0063135116,0.0000019835697,0.01413676,0.00014270803,0.000881542,0.00011208487,0.000009665269,0.00004719808,0.9783546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987077,0.000004001689,0.0002629949,0.00051085633,0.0002282275,0.00028621158],"domain_scores_gemma":[0.9985161,0.00006411805,0.00020687142,0.00097177894,0.00010460797,0.00013653292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018696151,0.00027607317,0.00030163495,0.00009652151,0.00020243095,0.00016714144,0.0010295908,0.00047212775,0.000039971612],"category_scores_gemma":[0.0000164657,0.00022343376,0.00024048706,0.0000064744395,0.00008263359,0.000051261737,0.00028358662,0.0003788194,0.00024737947],"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":[0.0000015040802,0.0000037893358,4.781419e-7,0.000027898697,0.00001838056,0.000008991363,0.00010563683,3.358469e-8,0.000458695,0.9649798,0.0016147695,0.03278],"study_design_scores_gemma":[0.00010543178,0.00005218698,5.7088243e-7,0.000011691986,0.000008901572,0.0000074259074,0.0000010138374,0.000017030889,0.00039878604,0.39477912,0.60443145,0.00018637277],"about_ca_topic_score_codex":0.000009417056,"about_ca_topic_score_gemma":0.000027876957,"teacher_disagreement_score":0.6028167,"about_ca_system_score_codex":0.000019506206,"about_ca_system_score_gemma":0.00011805257,"threshold_uncertainty_score":0.91113645},"labels":[],"label_agreement":null},{"id":"W2483561474","doi":"10.1117/3.601520.ch8","title":"Confronting the Diffraction Limit","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Optical Coatings and Gratings","field":"Materials 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":"Advanced Micro Devices (Canada)","funders":"","keywords":"Optics; Diffraction; Physics; Beam (structure); Grating; Wavelength; Diffraction grating; Light beam","score_opus":0.02180296032760955,"score_gpt":0.23251985598442793,"score_spread":0.21071689565681836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483561474","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050512375,0.00012054445,0.000027628881,0.0003774884,0.00046452833,0.00024209212,0.000008536643,0.00011692276,0.993591],"genre_scores_gemma":[0.01492389,0.0000046024848,0.0010251073,0.00075938704,0.0007264654,0.000007740011,0.000005117846,0.000041456224,0.9825062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875265,0.000007763948,0.0003212559,0.0003368652,0.0003158758,0.0002655612],"domain_scores_gemma":[0.999084,0.000105299674,0.00031142222,0.00035360575,0.00008124301,0.00006440492],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003158712,0.00025602884,0.00026156259,0.000030861956,0.0002941389,0.00022374993,0.00027452712,0.00021797579,0.00068757165],"category_scores_gemma":[0.00006750567,0.0001696397,0.00012764338,0.0000047665685,0.00014823859,0.000044048415,0.00008805575,0.00041111678,0.00085175014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019613806,0.000007825646,0.0000021344663,0.000029298308,0.00001315721,0.000018133584,0.00023191715,0.0000013045891,0.09418998,0.72908646,0.0034368148,0.17296335],"study_design_scores_gemma":[0.0001585859,0.00017217676,0.00006517029,0.00022493729,0.00008552019,0.000014042981,0.00002678322,0.000030458777,0.0064478125,0.07506622,0.9172634,0.0004449009],"about_ca_topic_score_codex":0.000022061242,"about_ca_topic_score_gemma":0.00002729147,"teacher_disagreement_score":0.9138266,"about_ca_system_score_codex":0.00003888571,"about_ca_system_score_gemma":0.00004070661,"threshold_uncertainty_score":0.9999262},"labels":[],"label_agreement":null},{"id":"W2483720279","doi":"10.1117/3.862866","title":"Bioluminescence and Fluorescence for In Vivo Imaging","year":2010,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Bioluminescence; Bioluminescence imaging; Fluorescence; In vivo; Fluorescence-lifetime imaging microscopy; Preclinical imaging; Biophysics; Chemistry; Biology; Physics; Luciferase; Optics; Biochemistry","score_opus":0.010274009946733319,"score_gpt":0.2645159096285548,"score_spread":0.2542418996818215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483720279","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20653066,0.0103575,0.0006314832,0.001366394,0.002981131,0.009806263,0.0012352483,0.00025805063,0.76683325],"genre_scores_gemma":[0.054693937,0.0006025638,0.0022379523,0.00037599533,0.0021906623,0.00041671997,0.00040824176,0.00020963268,0.9388643],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99774355,0.000011016902,0.00037574072,0.00097327365,0.00022398612,0.00067242474],"domain_scores_gemma":[0.99882144,0.000032103202,0.00014132538,0.00063913106,0.00018108927,0.00018492255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031961277,0.00045594753,0.0003866115,0.00015753994,0.00010440817,0.00006998239,0.00052876474,0.000715188,0.000020590418],"category_scores_gemma":[0.00013506018,0.00045928353,0.00014765833,0.000038292193,0.0006192041,0.0000063432744,0.00031520554,0.0005342417,0.000006473902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008161229,0.00002199292,0.0016658352,0.0002681703,0.000016091528,0.000014777908,0.000024145185,1.39129135e-8,0.95668674,0.00024454537,0.018608715,0.022367362],"study_design_scores_gemma":[0.0010555356,0.00019782684,0.00015186299,0.0005044908,0.000033769556,0.0000634951,0.000042931562,0.00007510147,0.5061177,0.00088798575,0.48982587,0.0010434426],"about_ca_topic_score_codex":0.000029206321,"about_ca_topic_score_gemma":0.00022945198,"teacher_disagreement_score":0.47121716,"about_ca_system_score_codex":0.000039486928,"about_ca_system_score_gemma":0.0005529033,"threshold_uncertainty_score":0.9997859},"labels":[],"label_agreement":null},{"id":"W2484059219","doi":"10.1117/3.853623.ch14","title":"Infrared Materials","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Infrared Target Detection Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Infrared; Materials science; Optics; Physics","score_opus":0.028127936424777046,"score_gpt":0.22923154046086092,"score_spread":0.20110360403608388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484059219","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001454942,0.000118092896,0.00041502522,0.0000038152566,0.0057954453,0.00028448587,0.00010932647,0.0015736991,0.99024516],"genre_scores_gemma":[0.00016861463,0.000025317346,0.053867206,0.00006555108,0.0010486774,0.0000406157,0.0000331381,0.00025771305,0.9444932],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883145,0.000008681714,0.00040401798,0.00026397436,0.00018986416,0.00030200768],"domain_scores_gemma":[0.99907815,0.00007752894,0.00009360473,0.0006182799,0.000056727833,0.00007569581],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024449476,0.00044388525,0.00048810474,0.00023044768,0.000068744346,0.00007049792,0.000280367,0.0010430623,0.0033273513],"category_scores_gemma":[0.000056515495,0.00046641772,0.00012966238,0.0000068675195,0.00010802677,0.00003718028,0.000083296225,0.00083755754,0.0009987269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026397518,0.0000017269974,3.5135963e-7,0.00032677883,0.00027052153,0.00010129757,0.00021292087,0.000047707264,0.87714344,0.09519923,0.0052722506,0.021397362],"study_design_scores_gemma":[0.00009032993,0.000018705896,0.0000026173677,0.000043160846,0.000027320202,0.000016344984,0.000002274845,0.0000021524784,0.4424126,0.13580956,0.4211866,0.00038835208],"about_ca_topic_score_codex":0.0000012622888,"about_ca_topic_score_gemma":0.000002590273,"teacher_disagreement_score":0.43473086,"about_ca_system_score_codex":0.00006354286,"about_ca_system_score_gemma":0.000031260013,"threshold_uncertainty_score":0.9997791},"labels":[],"label_agreement":null},{"id":"W2486098860","doi":"10.1117/3.322162.ch3","title":"Simple and Complex Processes","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Scientific Measurement and Uncertainty Evaluation","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":"Advanced Micro Devices (Canada)","funders":"","keywords":"Stepper; Wafer; Process (computing); Resist; Process control; Overlay; Lithography; Statistical process control; Advanced process control; Computer science; Engineering; Electronic engineering; Materials science; Optoelectronics; Electrical engineering; Nanotechnology","score_opus":0.3860855994909478,"score_gpt":0.40476377818475234,"score_spread":0.01867817869380456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486098860","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006296976,0.00027024996,0.00011194243,0.00020359487,0.0003753737,0.00041936195,0.000019451336,0.000057158075,0.9979132],"genre_scores_gemma":[0.018306486,0.000007739882,0.0002453458,0.0004254151,0.0002561754,0.0000055017213,0.000037103382,0.000019814785,0.98069644],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957023,0.000020802228,0.0006450786,0.0007738075,0.0026254323,0.0002325318],"domain_scores_gemma":[0.99758047,0.00031558916,0.00041781575,0.00062860746,0.0009172571,0.00014026005],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028174028,0.0002779211,0.00040642798,0.00033995815,0.0002486574,0.000513539,0.0005483982,0.0001807872,0.0028424205],"category_scores_gemma":[0.0010542334,0.00020769906,0.00009551746,0.000049667084,0.00020936152,0.00008075952,0.00009701784,0.00014367647,0.0004568126],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034960813,0.000009617587,0.00007813837,0.000027164257,0.000028333514,0.000008268731,0.00035008404,0.000004914889,0.00041679182,0.06467478,0.20127378,0.73309314],"study_design_scores_gemma":[0.00014249697,0.000049100672,0.00019483505,0.000030071542,0.000023580367,0.0000023794212,0.000021780268,0.0000722138,0.000051672836,0.4085668,0.5906707,0.00017435258],"about_ca_topic_score_codex":0.0000051555353,"about_ca_topic_score_gemma":0.000267428,"teacher_disagreement_score":0.7329188,"about_ca_system_score_codex":0.000039430837,"about_ca_system_score_gemma":0.00026656422,"threshold_uncertainty_score":0.9980691},"labels":[],"label_agreement":null},{"id":"W2488472067","doi":"10.1117/3.601520.ch4","title":"Modeling and Thin Film Effects","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advancements in Photolithography Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Resist; Bridge (graph theory); Lithography; Wafer; Truck; Computer science; Computation; Aperture (computer memory); Workstation; Numerical aperture; Mechanical engineering; Point (geometry); Optics; Engineering; Materials science; Nanotechnology; Algorithm; Electrical engineering; Physics; Automotive engineering; Geometry; Mathematics","score_opus":0.009367988206321046,"score_gpt":0.2215380507224017,"score_spread":0.21217006251608067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2488472067","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033676365,0.0020241046,0.011123028,0.0000018653554,0.0002250168,0.0004893714,0.000013341466,0.0012934073,0.9844931],"genre_scores_gemma":[0.0970756,0.0032429153,0.13259192,0.00075009017,0.001138992,0.0002861198,0.00008617636,0.0012238539,0.76360434],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99908614,0.0000021099663,0.00022991662,0.00027517162,0.0001691091,0.00023757816],"domain_scores_gemma":[0.99948233,0.00002041019,0.000032003834,0.00036737014,0.000021283015,0.00007658348],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000064423526,0.0003919485,0.0003333097,0.0001989151,0.000046720685,0.000027376123,0.00014950961,0.0003119089,0.000018331255],"category_scores_gemma":[0.000003995229,0.00041911742,0.00009542847,0.000007165495,0.000046258778,0.000046155532,0.000049899896,0.00046220364,0.000008327776],"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":[0.000023888155,0.000011008301,0.0000041793155,0.001413574,0.0004901142,0.0002578084,0.00038600856,0.014591883,0.0016041016,0.47234753,0.0019651765,0.5069047],"study_design_scores_gemma":[0.0005007055,0.00023814569,0.000004272492,0.0020660188,0.00020933957,0.000036156976,0.000004527338,0.12737423,0.005563327,0.6889091,0.17320268,0.001891469],"about_ca_topic_score_codex":0.0000025032778,"about_ca_topic_score_gemma":0.0000033830822,"teacher_disagreement_score":0.5050133,"about_ca_system_score_codex":0.0000440119,"about_ca_system_score_gemma":0.000007248145,"threshold_uncertainty_score":0.9998261},"labels":[],"label_agreement":null},{"id":"W2488672052","doi":"10.1117/3.887920.ch4","title":"Enhancement of Color Images","year":2011,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Image Enhancement Techniques","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 Calgary","funders":"","keywords":"Artificial intelligence; Computer vision; Brightness; Visibility; Computer science; Image quality; Image (mathematics); Contrast (vision); Hue; Image processing; Geography; Optics","score_opus":0.024570282015957626,"score_gpt":0.23964909524424383,"score_spread":0.2150788132282862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2488672052","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017232405,0.0001965637,0.19689418,0.000024860241,0.0003348533,0.00044529772,0.0000075470252,0.0002655968,0.80181384],"genre_scores_gemma":[0.0032946023,0.000060954568,0.08843282,0.00019404454,0.00009568739,0.00006368044,0.000004791474,0.00004946734,0.90780395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99822354,0.000007532662,0.0004960929,0.00055077067,0.0004264395,0.00029563534],"domain_scores_gemma":[0.9980221,0.000026121654,0.00046905427,0.0012280035,0.00018617972,0.00006853251],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023296993,0.00037195074,0.00044923596,0.00021229472,0.000050362498,0.000043374213,0.0014339723,0.00021126411,0.0004280664],"category_scores_gemma":[0.000008060659,0.00036400664,0.00017541971,0.00001378069,0.0001995192,0.000116165174,0.00071563205,0.00025965043,0.00024675272],"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":[0.0000084634285,0.000024099349,5.6692915e-7,0.000082087645,0.00007234715,0.000035850597,0.00019620129,1.6411388e-8,0.017683558,0.8635457,0.00998294,0.10836818],"study_design_scores_gemma":[0.00014250657,0.00041139673,0.0000031658803,0.00027611176,0.00002983643,0.0000043265827,7.871414e-7,0.00000854161,0.7109807,0.115925565,0.17177843,0.00043864324],"about_ca_topic_score_codex":0.000014800828,"about_ca_topic_score_gemma":0.0000034816221,"teacher_disagreement_score":0.7476201,"about_ca_system_score_codex":0.0000736423,"about_ca_system_score_gemma":0.00012934941,"threshold_uncertainty_score":0.9998812},"labels":[],"label_agreement":null},{"id":"W2489600283","doi":"10.1117/3.626141.p39","title":"The Rotating Quarter-Wave Plate Measurement","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Waveplate; Acoustics; Optics; Physics; History","score_opus":0.03954902947219671,"score_gpt":0.20216173996161152,"score_spread":0.1626127104894148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2489600283","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008923455,0.0017668824,0.00014606469,0.000047495523,0.00051748945,0.0005829261,0.000004794014,0.00032094063,0.99572104],"genre_scores_gemma":[0.21828523,0.00021338931,0.0017855617,0.00029017119,0.0014371497,0.00013976445,0.00002564648,0.00042501572,0.77739805],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807614,0.0000094465695,0.00045854453,0.0002885028,0.000735162,0.0004322036],"domain_scores_gemma":[0.9990638,0.000038394868,0.000090468995,0.0005838435,0.00012161346,0.00010187627],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005497247,0.00040459709,0.00030580186,0.00005735677,0.00021143735,0.0000838428,0.00022602188,0.00018588694,0.000056159766],"category_scores_gemma":[0.000018443508,0.00034048274,0.00016323522,0.000008528262,0.000051803396,0.000017734328,0.000024063289,0.00059318135,0.00009015128],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021538463,0.0000091082675,0.0000016314822,0.00015393185,0.00030817374,0.000029664745,0.0003905473,0.00007434785,0.0040812357,0.015835987,0.004509665,0.97458416],"study_design_scores_gemma":[0.0014712889,0.0013127011,0.0003225705,0.0018495345,0.00040235184,0.0000465788,0.00003921654,0.0039712293,0.0052733594,0.14084369,0.84222937,0.0022381067],"about_ca_topic_score_codex":0.0000049695477,"about_ca_topic_score_gemma":0.0002892756,"teacher_disagreement_score":0.97234607,"about_ca_system_score_codex":0.00021612331,"about_ca_system_score_gemma":0.00006565173,"threshold_uncertainty_score":0.9999047},"labels":[],"label_agreement":null},{"id":"W2494142696","doi":"10.1117/3.651880.ch15","title":"AMDI — Indexed Atlas of Digital Mammograms that Integrates Case Studies, E-Learning, and Research Systems via the Web","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"AI in cancer detection","field":"Computer Science","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":"Medicine; Mammography; Context (archaeology); Radiology; Malignancy; Breast cancer; Medical physics; Breast imaging; Digital mammography; Magnetic resonance imaging; Breast cancer screening; Cancer; Pathology","score_opus":0.0635779721025344,"score_gpt":0.31731138547817345,"score_spread":0.25373341337563904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494142696","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040364712,0.01578762,0.007439801,0.0005415398,0.009068122,0.0049554706,0.00009232121,0.0009533676,0.92079705],"genre_scores_gemma":[0.72855115,0.00022310791,0.00034513298,0.000012177364,0.00041957642,0.0000948272,0.000003699203,0.00007703367,0.27027327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753827,0.00006669229,0.0004448067,0.0006938608,0.00084821775,0.00040813698],"domain_scores_gemma":[0.99745136,0.00056627486,0.00042621384,0.000908048,0.0005299021,0.00011822132],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012356505,0.0003807778,0.0004941918,0.00030234834,0.00045036446,0.0005492999,0.0008553415,0.00044240462,0.0000071979935],"category_scores_gemma":[0.000094382725,0.00026117027,0.00012272192,0.00006701982,0.0011748668,0.00016773253,0.0011468218,0.0023052385,0.000030172956],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014285673,0.00004788159,0.00093684037,0.0012468706,0.001586575,0.003395786,0.009595949,0.000010533034,0.00212037,0.23454219,0.0032558977,0.7431182],"study_design_scores_gemma":[0.00084740086,0.0017373131,0.0000120217655,0.0014113579,0.0001244184,0.006738731,0.0018784883,0.0027896469,0.0033229007,0.06461471,0.9152285,0.001294499],"about_ca_topic_score_codex":0.00023039717,"about_ca_topic_score_gemma":0.00047265826,"teacher_disagreement_score":0.9119726,"about_ca_system_score_codex":0.0001594643,"about_ca_system_score_gemma":0.00019298415,"threshold_uncertainty_score":0.9999965},"labels":[],"label_agreement":null},{"id":"W2497566734","doi":"10.1117/3.1000981","title":"Optical Satellite Signal Processing and Enhancement","year":2013,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Satellite; Remote sensing; SIGNAL (programming language); Signal processing; Computer science; Environmental science; Physics; Telecommunications; Geology; Astronomy","score_opus":0.012560304986818331,"score_gpt":0.20094625957170945,"score_spread":0.1883859545848911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497566734","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021032048,0.0005643286,0.00793478,0.000014927499,0.00011767633,0.00033523908,0.0000052160244,0.0001251546,0.9698706],"genre_scores_gemma":[0.08558196,0.00009848877,0.02706569,0.00011780048,0.000779683,0.00015903192,0.00020545152,0.00015855076,0.8858333],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936914,0.0000014563461,0.00022992668,0.00014923603,0.0000918987,0.00015833769],"domain_scores_gemma":[0.9997833,0.0000091486945,0.000037222984,0.00008065205,0.000021563266,0.00006810854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000031795287,0.00017326014,0.00016549836,0.000041765452,0.00004015999,0.000076346245,0.000054585224,0.00012345413,0.00018769405],"category_scores_gemma":[5.8661607e-7,0.00017233899,0.00002954735,0.0000063857697,0.00005125457,0.0000675716,0.000025049752,0.00017617302,0.00012225447],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001705588,0.000003046342,0.00000895476,0.00013290365,0.000028521983,6.3531326e-7,0.00006677407,0.000034356835,0.0016214065,0.0040504443,0.0014068461,0.9926444],"study_design_scores_gemma":[0.0008309453,0.00026521808,0.0012912396,0.0009186008,0.0001778454,0.00000515798,0.00005655246,0.028689176,0.012751985,0.008154169,0.9454417,0.001417412],"about_ca_topic_score_codex":0.0000012705942,"about_ca_topic_score_gemma":0.0000011642188,"teacher_disagreement_score":0.991227,"about_ca_system_score_codex":0.000120335244,"about_ca_system_score_gemma":0.000046070036,"threshold_uncertainty_score":0.70277804},"labels":[],"label_agreement":null},{"id":"W2501306527","doi":"10.1117/3.853623.ch104","title":"Acquisition Level Definitions","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science","score_opus":0.040743272957128346,"score_gpt":0.2051599836444507,"score_spread":0.16441671068732236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501306527","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008914045,0.00009844026,0.007855488,0.000010934284,0.0005881268,0.00013207649,0.00010670405,0.00044232066,0.99067676],"genre_scores_gemma":[0.036999438,0.00019142944,0.012986916,0.00017705494,0.0010084024,0.000058038167,0.00053569465,0.0003187761,0.9477242],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938345,6.667833e-7,0.00017838486,0.00016395387,0.00012612973,0.00014741415],"domain_scores_gemma":[0.9996073,0.000011645056,0.000043912758,0.00023752823,0.000040245155,0.00005932717],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000032351232,0.0002341763,0.00016555154,0.00011666569,0.00008414062,0.000046016037,0.0001051214,0.0004112405,0.0010597737],"category_scores_gemma":[0.000002126632,0.00025488136,0.00007971985,0.0000039326674,0.000035615234,0.0000312494,0.000023235067,0.00043573603,0.000313645],"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":[0.000011025031,0.000010536688,0.000001448682,0.00080699066,0.00020769147,0.0000385742,0.0002961359,0.0068197697,0.0013572916,0.9219533,0.003904676,0.06459256],"study_design_scores_gemma":[0.00043772388,0.000047524583,0.000067764246,0.00041959598,0.0001774035,0.00002794948,0.0000038263915,0.0011481338,0.014019874,0.270579,0.71170664,0.0013645462],"about_ca_topic_score_codex":0.000002312455,"about_ca_topic_score_gemma":0.000020987276,"teacher_disagreement_score":0.70780194,"about_ca_system_score_codex":0.000031693042,"about_ca_system_score_gemma":0.000018833174,"threshold_uncertainty_score":0.99999034},"labels":[],"label_agreement":null},{"id":"W2504943423","doi":"10.1117/3.322162.ch1","title":"Introduction to the Use of Statistical Process Control in Lithography","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advanced Statistical Process Monitoring","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":"Advanced Micro Devices (Canada)","funders":"","keywords":"Rework; Process variation; Lithography; Scrap; Process (computing); Manufacturing engineering; Statistical process control; Variation (astronomy); Control (management); Engineering; Computer science; Process engineering; Reliability engineering; Mechanical engineering; Materials science; Artificial intelligence; Embedded system","score_opus":0.1028121500224432,"score_gpt":0.38174817323853893,"score_spread":0.27893602321609573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504943423","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000396587,0.0003094283,0.82078177,0.003162185,0.0019722912,0.0027428984,0.00094992743,0.000119763565,0.16956516],"genre_scores_gemma":[0.25148132,0.000026582795,0.07529753,0.0021095502,0.006961073,0.00022352031,0.000040444975,0.00026269926,0.6635973],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9959844,0.000047598045,0.0011600096,0.0008350328,0.0016371295,0.0003358655],"domain_scores_gemma":[0.9959873,0.0019782137,0.00043200538,0.0008086973,0.00063167774,0.00016212267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010063592,0.00032544264,0.00068766664,0.0005348804,0.000090259564,0.0001447502,0.0006854466,0.00019224029,0.00015566443],"category_scores_gemma":[0.004327182,0.00021660043,0.00010660766,0.0001383923,0.00030987614,0.0001272631,0.00007343919,0.0006121811,0.000115753915],"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":[0.00026625773,0.000020640715,0.000083903105,0.000025917703,0.000023474553,0.000029933792,0.00024428472,0.001272863,0.000036912184,0.28565785,0.005465813,0.70687217],"study_design_scores_gemma":[0.0002635845,0.00020699119,0.00052372244,0.000091715774,0.000033496337,0.000004258399,0.000028369628,0.00024867544,0.00003971744,0.53165007,0.46664143,0.00026797366],"about_ca_topic_score_codex":0.000010873095,"about_ca_topic_score_gemma":0.000057658668,"teacher_disagreement_score":0.74548423,"about_ca_system_score_codex":0.000052886768,"about_ca_system_score_gemma":0.00010320982,"threshold_uncertainty_score":0.8832709},"labels":[],"label_agreement":null},{"id":"W2505801373","doi":"10.1117/3.626141.p34","title":"The Rotating Quarter-Wave Plate","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Waveplate; Physics; Optics; History","score_opus":0.012237309631906543,"score_gpt":0.18614189601332073,"score_spread":0.1739045863814142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505801373","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034103735,0.00043008098,0.00041554603,0.000029701567,0.000287444,0.00013399588,0.0000058582223,0.00018761154,0.9981687],"genre_scores_gemma":[0.018891236,0.00016136486,0.0026752946,0.00010919398,0.00091331115,0.000011095454,0.00005860235,0.00013220034,0.9770477],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992731,0.000002005756,0.00025711276,0.00014664658,0.00014795843,0.00017318196],"domain_scores_gemma":[0.9995936,0.000028865776,0.00007327797,0.00023145168,0.0000322199,0.000040544444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051117448,0.00023232547,0.0002018338,0.000048631588,0.0001476862,0.0000865647,0.00010439562,0.00014810135,0.00008422021],"category_scores_gemma":[0.000003380669,0.00016192449,0.00014440082,0.000007660436,0.000025997108,0.000018915434,0.000013476902,0.00025546204,0.000050696683],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004427142,3.972118e-7,8.804751e-7,0.000021894883,0.00021438171,0.000020189693,0.00017684029,0.0100771785,0.00008176824,0.051213548,0.0018050282,0.9363835],"study_design_scores_gemma":[0.000603354,0.00015541055,0.00023755137,0.0004925245,0.00053688034,0.000050626248,0.000060824095,0.29866326,0.0006708143,0.16678122,0.5296979,0.0020496398],"about_ca_topic_score_codex":0.0000023383855,"about_ca_topic_score_gemma":0.000024179695,"teacher_disagreement_score":0.9343338,"about_ca_system_score_codex":0.000032548414,"about_ca_system_score_gemma":0.000007128716,"threshold_uncertainty_score":0.6603089},"labels":[],"label_agreement":null},{"id":"W2754993413","doi":"10.1117/3.862866.ch6","title":"Bioluminescence and Fluorescence Imaging for","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Biotin and Related Studies","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 Guelph","funders":"","keywords":"Protein–protein interaction; In vivo; Bimolecular fluorescence complementation; Cell biology; Förster resonance energy transfer; Biology; Bioluminescence; Preclinical imaging; Biophysics; Luciferases; Green fluorescent protein; Computational biology; Chemistry; Luciferase; Transfection; Fluorescence; Gene; Biochemistry; Genetics; Physics","score_opus":0.008140387681584139,"score_gpt":0.2245340253347381,"score_spread":0.21639363765315395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754993413","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030275504,0.012408277,0.00033195372,0.000449706,0.0016156698,0.0011084452,0.00017209793,0.000066719775,0.9808196],"genre_scores_gemma":[0.020910483,0.0011841768,0.0051500425,0.00038932328,0.0012474329,0.000032033502,0.000116965355,0.00011211008,0.97085744],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917114,0.000001679084,0.00015066439,0.00041847653,0.0000639899,0.00019405848],"domain_scores_gemma":[0.9994921,0.000008093232,0.00008870734,0.00026950554,0.000079262674,0.000062295774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007032172,0.00024575196,0.00018061943,0.00003243347,0.00014278224,0.000021307125,0.00013040777,0.00044489035,0.0000071949403],"category_scores_gemma":[0.000022727647,0.00021403158,0.00010082572,0.0000025572979,0.00038378823,6.006076e-7,0.00015939122,0.00024600327,0.000006218619],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005543308,0.00000649107,0.000097301956,0.00013179361,0.0001465023,0.000008251058,0.000039355415,1.7402936e-8,0.9232246,0.011456847,0.0046831793,0.060150187],"study_design_scores_gemma":[0.0003792122,0.000112751826,0.000038734823,0.00013123712,0.000074797754,0.000032476208,0.000008660106,0.00000475957,0.107970804,0.0023220864,0.8884617,0.0004627383],"about_ca_topic_score_codex":0.000003117597,"about_ca_topic_score_gemma":0.000016172738,"teacher_disagreement_score":0.8837786,"about_ca_system_score_codex":0.0000038688677,"about_ca_system_score_gemma":0.00003866388,"threshold_uncertainty_score":0.87279546},"labels":[],"label_agreement":null},{"id":"W2795156864","doi":"10.1117/3.2316455","title":"Multispectral Image Fusion and Colorization","year":2018,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Advanced Image Fusion Techniques","field":"Engineering","cited_by":111,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia","funders":"","keywords":"Multispectral image; Artificial intelligence; Computer vision; Fusion; Image fusion; Image (mathematics); Computer science; Remote sensing; Geography; Linguistics; Philosophy","score_opus":0.005083307293702679,"score_gpt":0.21228740058117274,"score_spread":0.20720409328747005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795156864","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009274022,0.00018210977,0.036562286,0.000003846513,0.00047671568,0.00055461813,0.0000398711,0.0018187332,0.9594344],"genre_scores_gemma":[0.0009943335,0.00015160495,0.06950311,0.00005531277,0.0008882772,0.00006497285,0.000101683974,0.00026811106,0.9279726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991593,0.000004590207,0.0002170986,0.0002616019,0.0001441588,0.0002132979],"domain_scores_gemma":[0.99950635,0.0000208168,0.000058795464,0.0002794998,0.00006164854,0.00007287076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000059022175,0.00029166212,0.00024806717,0.00014148696,0.000067628,0.00003969187,0.00012191497,0.0002921368,0.00015766262],"category_scores_gemma":[0.000019227227,0.00031235168,0.00004648969,0.00001628912,0.00014022313,0.00006694187,0.0000942094,0.00029572286,0.00008390345],"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":[0.000047595415,0.000015443886,0.000012410327,0.0009921264,0.00011389026,0.00015787037,0.0007225764,0.000012982121,0.321146,0.007931301,0.5045204,0.16432734],"study_design_scores_gemma":[0.0007887208,0.00036945913,0.00013410562,0.0007964024,0.0001052925,0.00005076994,0.000014938242,0.004171154,0.17652659,0.035183873,0.78012764,0.0017310374],"about_ca_topic_score_codex":0.0000013961642,"about_ca_topic_score_gemma":0.0000075549815,"teacher_disagreement_score":0.27560723,"about_ca_system_score_codex":0.0001492367,"about_ca_system_score_gemma":0.000033223434,"threshold_uncertainty_score":0.9999329},"labels":[],"label_agreement":null},{"id":"W2903441379","doi":"10.1117/3.2316455.ch7","title":"Image Fusion Methods","year":2018,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advanced Image Fusion Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia","funders":"","keywords":"Image fusion; Artificial intelligence; Fusion; Pixel; Computer vision; Image (mathematics); Computer science; Wavelet; Pattern recognition (psychology); Principal component analysis; Fusion rules; Domain (mathematical analysis); Set (abstract data type); Mathematics","score_opus":0.01805478107737155,"score_gpt":0.29834735579159816,"score_spread":0.2802925747142266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903441379","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009988415,0.00031405993,0.16903688,0.0000044688345,0.0005515118,0.00029759656,0.000021596137,0.0020329542,0.82773095],"genre_scores_gemma":[0.0000076022775,0.00008287273,0.48340514,0.000055011482,0.00041651793,0.000021611995,0.000014091906,0.0002301359,0.51576704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998801,0.000006805028,0.0003543035,0.00035048017,0.00019693728,0.00029050585],"domain_scores_gemma":[0.99891376,0.00004553752,0.00008810382,0.0007478404,0.000098039294,0.0001067173],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001916945,0.0004746104,0.00042266364,0.0002125765,0.00006488061,0.000035113466,0.00031434715,0.00043571662,0.0036635234],"category_scores_gemma":[0.000023540508,0.000484476,0.00017669243,0.000010135951,0.00017022435,0.00005739357,0.00020618361,0.00054609973,0.0008723757],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011001972,0.0000034866284,8.335217e-8,0.00022847626,0.00008040707,0.00008416742,0.0001557599,0.0000013510212,0.21175964,0.012536745,0.08049206,0.69464684],"study_design_scores_gemma":[0.0000843589,0.000052533636,5.238184e-7,0.00020751855,0.00003413175,0.000013233256,0.000002753154,0.00023528935,0.086065724,0.09843844,0.8143328,0.00053272495],"about_ca_topic_score_codex":0.0000013810385,"about_ca_topic_score_gemma":0.0000026457499,"teacher_disagreement_score":0.7338407,"about_ca_system_score_codex":0.00011061716,"about_ca_system_score_gemma":0.000019963814,"threshold_uncertainty_score":0.9999056},"labels":[],"label_agreement":null},{"id":"W2908168383","doi":"10.1117/3.853623.ch48","title":"Noise-Equivalent Power","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Noise (video); Power (physics); Acoustics; Computer science; Physics; Artificial intelligence","score_opus":0.01756785149081579,"score_gpt":0.22642243987342558,"score_spread":0.20885458838260978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908168383","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000589519,0.00028883235,0.0006282387,0.000020847094,0.0012093253,0.00038280088,0.000067838664,0.0004715255,0.99634105],"genre_scores_gemma":[0.03751863,0.000023073548,0.0009953383,0.000054353917,0.0007437909,0.000029767492,0.000020383733,0.0003684439,0.9602462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998293,0.0000022221286,0.00031274528,0.0003426536,0.00053029344,0.0005191147],"domain_scores_gemma":[0.9987742,0.000048550828,0.000044893124,0.0008095623,0.0000794833,0.00024332557],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014881817,0.00045545556,0.00038418046,0.0002119708,0.00006311132,0.000052886196,0.00044508293,0.00055358873,0.003775956],"category_scores_gemma":[0.0000116091705,0.00046381517,0.00017145927,0.000007741284,0.00016527664,0.000022717915,0.00018772962,0.0015835578,0.002688286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083580584,0.00004645199,0.000007458407,0.0016709002,0.001745394,0.0010942786,0.0010670561,0.0006794127,0.22347155,0.65756464,0.053662978,0.0589063],"study_design_scores_gemma":[0.00035932637,0.000095443065,0.000016234331,0.000172815,0.00007492408,0.000022824444,0.000011128977,0.0003057114,0.0022008785,0.03814958,0.9575545,0.0010366262],"about_ca_topic_score_codex":0.0000028953234,"about_ca_topic_score_gemma":0.000007915995,"teacher_disagreement_score":0.9038915,"about_ca_system_score_codex":0.0001750317,"about_ca_system_score_gemma":0.000071623115,"threshold_uncertainty_score":0.99978137},"labels":[],"label_agreement":null},{"id":"W2909088760","doi":"10.1117/3.2510243.ch34","title":"Kohn–Sham Equations","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Axial and Atropisomeric Chirality Synthesis","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychology","score_opus":0.027967215086771812,"score_gpt":0.2258219980034632,"score_spread":0.1978547829166914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909088760","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048352656,0.00016334394,0.00005318653,0.00014025005,0.00026414197,0.00011506952,0.00017056827,0.00018344249,0.9984265],"genre_scores_gemma":[0.010944147,0.000010330036,0.0001596588,0.00017350815,0.0010421915,0.000011486734,0.00009247309,0.00010618329,0.98746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856263,0.000002067407,0.00037103586,0.00045999108,0.00032676588,0.0002775194],"domain_scores_gemma":[0.9987164,0.000121664634,0.00024297822,0.0007613743,0.000049344933,0.000108234875],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000046543515,0.0004017848,0.00046522784,0.00005566861,0.000102168284,0.00004213688,0.00034171995,0.0004501499,0.01177611],"category_scores_gemma":[0.000033090197,0.0003852349,0.00038349445,0.0000056055,0.00012354583,0.000022973705,0.00014945789,0.0004504145,0.0037130562],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029048882,0.000024074567,0.000020175004,0.00048344894,0.00039468927,0.000039514944,0.0002065164,0.0000012299267,0.0048646145,0.83293855,0.004720591,0.15627757],"study_design_scores_gemma":[0.0002185835,0.00002062386,0.0000035737864,0.00029459843,0.00015059074,0.0000043320447,0.000021217038,0.000014990991,0.0020213982,0.036690198,0.9599208,0.0006390521],"about_ca_topic_score_codex":0.000044660184,"about_ca_topic_score_gemma":0.00002517263,"teacher_disagreement_score":0.95520025,"about_ca_system_score_codex":0.00009345054,"about_ca_system_score_gemma":0.00016708486,"threshold_uncertainty_score":0.9998599},"labels":[],"label_agreement":null},{"id":"W2909153164","doi":"10.1117/3.2510243.ch39","title":"Anharmonic Effects and Thermal Expansion","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Thermodynamic and Structural Properties of Metals and Alloys","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Anharmonicity; Thermal; Materials science; Physics; Thermodynamics; Condensed matter physics","score_opus":0.0067013979459360305,"score_gpt":0.16420568986455222,"score_spread":0.1575042919186162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909153164","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2944606,0.003946184,0.000012563734,0.000005139247,0.0006092013,0.00024115722,0.0000078176545,0.00016691741,0.70055044],"genre_scores_gemma":[0.63555706,0.00013653142,0.000042705728,0.000038794253,0.00014916221,0.0000028753138,0.0000064476626,0.00008505234,0.3639814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993563,0.0000025525915,0.00014529984,0.00019628923,0.000112762275,0.00018678188],"domain_scores_gemma":[0.9996567,0.000017941991,0.000029818539,0.00022352133,0.000010269062,0.00006175065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003373329,0.00030488754,0.00031372605,0.000040013067,0.00004091119,0.00002760405,0.00011150245,0.00023161633,0.000112728085],"category_scores_gemma":[0.0000012470582,0.00023073159,0.00009739224,0.0000019838178,0.000051552328,0.000026761407,0.00005496394,0.00029871115,0.00011399951],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039711576,0.00000200795,0.0000036479153,0.0013823062,0.0003751175,0.00006523848,0.00021760512,0.00022781442,0.117536545,0.061175477,0.0005067331,0.8184678],"study_design_scores_gemma":[0.0074559078,0.002105688,0.0045459857,0.006879736,0.0014751633,0.00024898298,0.000077270204,0.04054451,0.03045156,0.08373076,0.8109153,0.011569144],"about_ca_topic_score_codex":0.0000030809551,"about_ca_topic_score_gemma":0.0000016778145,"teacher_disagreement_score":0.8104086,"about_ca_system_score_codex":0.000021546828,"about_ca_system_score_gemma":0.000012473814,"threshold_uncertainty_score":0.9408961},"labels":[],"label_agreement":null},{"id":"W2909511539","doi":"10.1117/3.2510243.ch3","title":"Elements of Symmetry","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Symmetry (geometry); Theoretical physics; Physics; Mathematics; Geometry","score_opus":0.011718724816903187,"score_gpt":0.24479578755403883,"score_spread":0.23307706273713563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909511539","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018897023,0.000066185814,0.000014522084,0.00000768006,0.00011167615,0.000052014926,0.00011857042,0.000036510908,0.99770314],"genre_scores_gemma":[0.033780962,0.0000050369026,0.00027190885,0.000074248346,0.00019451548,0.0000051506795,0.00008881837,0.00006432578,0.965515],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901974,6.192277e-7,0.0003200712,0.00027783727,0.00022488453,0.00015685974],"domain_scores_gemma":[0.9991356,0.000038432478,0.00024581756,0.00045303363,0.000060658098,0.00006643213],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000006903753,0.00024089386,0.00032504677,0.00002964612,0.000019431838,0.000005704849,0.00020714318,0.00023024094,0.003200477],"category_scores_gemma":[0.000009201368,0.00023335741,0.0002842796,0.000004241315,0.000072033756,0.000012718111,0.000116121955,0.00044370492,0.0003498838],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000432089,0.000048964237,0.000009181054,0.0005503274,0.00040627815,0.000015652324,0.000015478723,7.6240354e-7,0.49465483,0.46919784,0.0025797046,0.032477777],"study_design_scores_gemma":[0.00018730953,0.00001872949,3.780068e-7,0.00034246885,0.0000796225,0.0000022098632,0.0000039760375,0.00000272492,0.32885203,0.07094839,0.59930307,0.00025912],"about_ca_topic_score_codex":0.0000022847848,"about_ca_topic_score_gemma":6.719575e-7,"teacher_disagreement_score":0.5967233,"about_ca_system_score_codex":0.000044583652,"about_ca_system_score_gemma":0.00003685811,"threshold_uncertainty_score":0.9977107},"labels":[],"label_agreement":null},{"id":"W2910618866","doi":"10.1117/3.2510243.ch25","title":"Density of States","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Political science","score_opus":0.006861017517148999,"score_gpt":0.20077638344970003,"score_spread":0.19391536593255104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910618866","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005229711,0.000009332858,0.0018840873,0.000009244542,0.00011384718,0.000108085376,0.00010944064,0.000012188018,0.9925241],"genre_scores_gemma":[0.42146125,2.1957352e-7,0.00018142666,0.000034660196,0.00028662698,0.0000012762569,0.0000966269,0.00002824491,0.57790965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994596,0.0000021713042,0.00015847341,0.00015162592,0.00013471131,0.00009341024],"domain_scores_gemma":[0.9995418,0.000048693884,0.00012130855,0.00017408816,0.0000777536,0.000036363905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000024650897,0.0001510119,0.0002396363,0.000019858391,0.000019987965,0.000007446608,0.00010387757,0.000045472276,0.000574927],"category_scores_gemma":[2.9606935e-7,0.00013631022,0.000156434,0.0000027618885,0.000104252074,0.000008913417,0.00006896004,0.00015018592,0.00030840203],"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":[0.000008128179,0.0000070761394,0.00004969936,0.000015781463,0.00007605745,4.3414937e-7,0.000024209616,0.000015587499,0.0000381067,0.98107934,0.00020761257,0.018477961],"study_design_scores_gemma":[0.00010661484,0.00003321609,0.000034853932,0.00004963087,0.00003681611,9.483204e-8,0.000005200487,0.00003410503,0.00079166814,0.9840712,0.014689933,0.00014666741],"about_ca_topic_score_codex":0.0000123162545,"about_ca_topic_score_gemma":2.8425862e-7,"teacher_disagreement_score":0.41623154,"about_ca_system_score_codex":0.0000060524317,"about_ca_system_score_gemma":0.00006713662,"threshold_uncertainty_score":0.62950474},"labels":[],"label_agreement":null},{"id":"W2911013831","doi":"10.1117/3.2510243.ch27","title":"Kronig–Penney Model","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Computer science","score_opus":0.019695261996865207,"score_gpt":0.22129698538368986,"score_spread":0.20160172338682464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911013831","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014804609,0.00021061038,0.032945458,0.00008600732,0.0015065103,0.0005252625,0.000013546415,0.00042240613,0.96414214],"genre_scores_gemma":[0.0037221655,0.000015202734,0.0058526457,0.0003921461,0.00022869773,0.00001429159,0.000006739035,0.00005243007,0.9897157],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791074,0.0000060845455,0.00042874986,0.0007898672,0.00047939154,0.00038519455],"domain_scores_gemma":[0.997459,0.000042536125,0.00022272786,0.0020179446,0.00012656073,0.00013126],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003067322,0.00041641376,0.0004994741,0.00013521049,0.0001213188,0.00011457357,0.0014215816,0.0005043188,0.00007595586],"category_scores_gemma":[0.000008032323,0.00035065398,0.00028529446,0.000012564596,0.00009608595,0.00014672811,0.00054001773,0.000496387,0.0028109248],"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":[0.000007246007,0.000009431782,0.00002628575,0.0002867495,0.00006597897,0.000018467734,0.0003077359,0.00028158535,0.000025512556,0.9465557,0.007814968,0.044600368],"study_design_scores_gemma":[0.0006323765,0.00021979617,0.000022594455,0.00059671234,0.000044144323,0.000042683085,0.0000037142606,0.0627505,0.00018633537,0.20921892,0.72472817,0.0015540625],"about_ca_topic_score_codex":0.000009728684,"about_ca_topic_score_gemma":0.000010031735,"teacher_disagreement_score":0.73733675,"about_ca_system_score_codex":0.00013518734,"about_ca_system_score_gemma":0.00058023754,"threshold_uncertainty_score":0.99989456},"labels":[],"label_agreement":null},{"id":"W2913358852","doi":"10.1117/3.2316455.ch9","title":"Image Fusion Metrics","year":2018,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advanced Image Fusion Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia","funders":"","keywords":"Image fusion; Fuse (electrical); Computer science; Fusion; Artificial intelligence; Image (mathematics); Distortion (music); Process (computing); Image quality; Quality (philosophy); Machine learning; Data mining; Computer vision; Pattern recognition (psychology); Engineering","score_opus":0.013855818073251456,"score_gpt":0.2340116285945164,"score_spread":0.22015581052126496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913358852","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038648257,0.0004400023,0.025318086,0.0000042233446,0.00059058395,0.00033392958,0.000044135395,0.0021641033,0.9710663],"genre_scores_gemma":[0.00015401728,0.0002657074,0.094257176,0.00008726893,0.000721554,0.00002514533,0.00003476823,0.00037997548,0.9040744],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987557,0.0000020859804,0.0003365321,0.00032130376,0.00029876764,0.00028563075],"domain_scores_gemma":[0.9989706,0.000033294804,0.00008854321,0.0006747373,0.00012516024,0.00010762225],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000096029675,0.00044611504,0.00037328104,0.00041995815,0.00006266272,0.00003969764,0.0003165242,0.0004222388,0.0025191214],"category_scores_gemma":[0.000029207544,0.00046276528,0.00015829678,0.00002353336,0.00013606473,0.000060065813,0.00019169494,0.0005187265,0.0013151885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022279562,0.000011276206,8.1955346e-7,0.0005655859,0.00017630194,0.00033436928,0.00023628453,0.0000039535603,0.08573042,0.028777953,0.3612605,0.52288026],"study_design_scores_gemma":[0.00011350932,0.000071343085,9.3763276e-7,0.00019858572,0.000040358056,0.000012395619,0.0000028476245,0.00025842132,0.030798925,0.052051987,0.9158298,0.0006208864],"about_ca_topic_score_codex":0.0000014636996,"about_ca_topic_score_gemma":0.0000035516846,"teacher_disagreement_score":0.5545693,"about_ca_system_score_codex":0.00014261615,"about_ca_system_score_gemma":0.000020376003,"threshold_uncertainty_score":0.9997824},"labels":[],"label_agreement":null},{"id":"W2916537251","doi":"10.1117/3.2525856.ch5","title":"Large-Scale Heterogeneous Optoelectronic Integration","year":2000,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Semiconductor Lasers and Optical Devices","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":"Lockheed Martin (Canada)","funders":"","keywords":"Electronics; Silicon; Focus (optics); Emphasis (telecommunications); Materials science; Integration platform; Optoelectronics; Computer science; Nanotechnology; Electrical engineering; Engineering physics; Engineering; Physics; Optics","score_opus":0.009016323339691946,"score_gpt":0.20121018904006127,"score_spread":0.19219386570036934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916537251","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011532779,0.0018960952,0.00011076563,0.000005830958,0.00042774386,0.0002093979,0.00005213328,0.00041858948,0.9853467],"genre_scores_gemma":[0.24272962,0.0007068104,0.0005061704,0.0003440621,0.001171072,0.000045253975,0.00026624807,0.0004446313,0.75378615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989251,0.000002214082,0.00026560464,0.00027652417,0.0001642987,0.00036623908],"domain_scores_gemma":[0.9994934,0.000016297929,0.000032786735,0.00032787016,0.000022839198,0.000106784224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000040749066,0.00036713222,0.0003198457,0.000094004456,0.000047542067,0.00005330686,0.00017951122,0.00038573964,0.0017759013],"category_scores_gemma":[0.0000013732392,0.00035343226,0.00018052127,0.000007873864,0.000037195474,0.000032263102,0.000020885867,0.00048260414,0.0006426857],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015155123,0.00007606335,0.0000060548427,0.0007710016,0.001781488,0.00047907972,0.002115176,0.004527306,0.030891128,0.48703673,0.015818585,0.45634583],"study_design_scores_gemma":[0.00033875857,0.0001475714,0.0000019031595,0.0002714097,0.00014458188,0.00003572121,0.000012600088,0.0048713395,0.01584324,0.030556595,0.9468017,0.00097456085],"about_ca_topic_score_codex":0.000003035748,"about_ca_topic_score_gemma":0.00013691979,"teacher_disagreement_score":0.9309831,"about_ca_system_score_codex":0.00011440225,"about_ca_system_score_gemma":0.000024104307,"threshold_uncertainty_score":0.99989176},"labels":[],"label_agreement":null},{"id":"W2917922546","doi":"10.1117/3.pm91.ch2","title":"Optimal Polarimetric Classification of Synthetic Aperture Radar (SAR) Targets","year":2001,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Polarimetry; Radar; Computer science; Remote sensing; Synthetic aperture radar; Inverse synthetic aperture radar; Radar imaging; Artificial intelligence; Computer vision; Geology; Physics; Telecommunications; Optics","score_opus":0.014183801583815782,"score_gpt":0.21753974048706468,"score_spread":0.2033559389032489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917922546","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006511521,0.0030052413,0.09971414,0.000109290435,0.00017966822,0.00068953214,0.000118658296,0.0007227059,0.89539564],"genre_scores_gemma":[0.07154235,0.0014592189,0.57011396,0.00025028974,0.0009250168,0.00010859769,0.00038970768,0.0010255951,0.35418525],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817306,0.0000075266753,0.0006260583,0.00047151223,0.0003882806,0.00033355097],"domain_scores_gemma":[0.99836594,0.00016767577,0.00022117252,0.0010066775,0.00011293572,0.00012562882],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001513404,0.00057011895,0.00063796045,0.000510426,0.000081936865,0.000027357712,0.00046340917,0.0008302567,0.00041334587],"category_scores_gemma":[0.000031031108,0.00055589125,0.00029397884,0.00007191584,0.00017561927,0.000035070192,0.000061282575,0.00061693136,0.00010985764],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017314109,0.00004242763,0.000007842524,0.00025511597,0.00031904873,0.000017733884,0.00008551091,0.000003262925,0.0041284533,0.30168274,0.0062758964,0.68716466],"study_design_scores_gemma":[0.00012108142,0.00005321116,0.00004679582,0.00018298405,0.00014189407,0.000040400522,0.000008853818,0.000510211,0.004086686,0.0054522157,0.9888151,0.00054054643],"about_ca_topic_score_codex":0.000028986702,"about_ca_topic_score_gemma":0.000004062401,"teacher_disagreement_score":0.98253924,"about_ca_system_score_codex":0.00017143028,"about_ca_system_score_gemma":0.000059858798,"threshold_uncertainty_score":0.9996893},"labels":[],"label_agreement":null},{"id":"W2918075743","doi":"10.1117/3.2525856.ch2","title":"Vertical-Cavity Surface-Emitting Lasers Specifically Designed for Integration with Electronic Circuits","year":2000,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Semiconductor Lasers and Optical Devices","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":"Bell (Canada)","funders":"","keywords":"Very-large-scale integration; Electronics; Diode; CMOS; Photonics; Computer science; Optoelectronics; Photonic integrated circuit; Integrated circuit; Electronic circuit; Transistor; Electrical engineering; Electronic engineering; Materials science; Engineering; Voltage","score_opus":0.018107027388716952,"score_gpt":0.20652983698108893,"score_spread":0.18842280959237198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918075743","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07752301,0.00047957437,0.0039671212,0.00002424256,0.00028750597,0.0011425205,0.00005616252,0.0006152591,0.9159046],"genre_scores_gemma":[0.86929005,0.00018192497,0.002581356,0.00023026117,0.00082484126,0.00008050545,0.0002180733,0.000580857,0.1260121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831086,0.0000057391007,0.00039264452,0.00045051594,0.00025192328,0.0005883228],"domain_scores_gemma":[0.9991802,0.0001727724,0.000046344656,0.00034921276,0.00008146699,0.00017001876],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014114888,0.00049951446,0.0004884703,0.00007486867,0.00008865576,0.0000922888,0.00021163665,0.00042783958,0.00031128275],"category_scores_gemma":[0.000015601656,0.00043938795,0.00017734956,0.000019849627,0.0000993836,0.000067778215,0.000012736733,0.00058920094,0.00009168932],"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":[0.00056956755,0.000063264735,0.000025094869,0.0008991529,0.0015710021,0.00011865237,0.00047256515,0.0036815247,0.17173955,0.6196524,0.0033883355,0.19781892],"study_design_scores_gemma":[0.0062979367,0.003346299,0.0001383271,0.00398715,0.0023005134,0.00008709168,0.00015420518,0.025201758,0.26377112,0.10367741,0.5826904,0.008347793],"about_ca_topic_score_codex":0.0000056808467,"about_ca_topic_score_gemma":0.00008944212,"teacher_disagreement_score":0.79176706,"about_ca_system_score_codex":0.00025500302,"about_ca_system_score_gemma":0.00009813465,"threshold_uncertainty_score":0.9998058},"labels":[],"label_agreement":null},{"id":"W2941558844","doi":"10.1896/054.063.0114","title":"Rapid Assessment Program (RAP) Survey of Small Mammals in the Kwamalasamutu Region of Suriname","year":2012,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","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":0.06260449457659235,"score_gpt":0.2621509433885174,"score_spread":0.19954644881192507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941558844","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31084445,0.000120980934,0.000020742682,0.00012966034,0.00017669646,0.0012119423,0.00001675991,0.000021220869,0.68745756],"genre_scores_gemma":[0.9095348,0.00009107163,0.00101988,0.00028831576,0.000072462215,0.00014865435,0.00007816994,0.00004537793,0.08872128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985632,0.00013004248,0.0005035123,0.00027190772,0.00028224348,0.00024909704],"domain_scores_gemma":[0.99873275,0.00019798624,0.000510777,0.00049296144,0.000024942352,0.00004059869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015237795,0.00022572024,0.00036330792,0.000066429595,0.000044724133,0.0000073487868,0.00041152097,0.00033156583,0.0005000762],"category_scores_gemma":[0.000026050064,0.00017793954,0.00010475875,0.00003137974,0.0004466897,0.000041347626,0.00014495043,0.00034315736,0.000042420128],"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":[0.00008150318,0.00021310734,0.7766409,0.0000748414,0.0000619441,0.000021430045,0.00035621913,0.000008059174,0.000039747432,0.0132747125,0.001098663,0.20812888],"study_design_scores_gemma":[0.00023283932,0.0002899513,0.9755049,0.00006225407,0.000037116744,0.000008498436,0.000008572119,0.000011124573,0.00003053508,0.0019223286,0.021716215,0.0001756753],"about_ca_topic_score_codex":0.0007408652,"about_ca_topic_score_gemma":0.0036027445,"teacher_disagreement_score":0.5987363,"about_ca_system_score_codex":0.000093142284,"about_ca_system_score_gemma":0.000053126987,"threshold_uncertainty_score":0.7256164},"labels":[],"label_agreement":null},{"id":"W2953772020","doi":"10.1071/978064309801513.179.198.2009.13","title":"12 Decentralised Governance for Natural Resource Management: Capacity Challenges in Australia and Canada","year":2009,"lang":"en","type":"article","venue":"SPIE eBooks","topic":"Mining and Resource Management","field":"Engineering","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":"Natural resource management; Corporate governance; Business; Natural resource; Environmental resource management; Environmental planning; Resource management (computing); Natural resource economics; Political science; Geography; Economics; Computer science","score_opus":0.025981597213930754,"score_gpt":0.20746401569517836,"score_spread":0.1814824184812476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953772020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92033017,0.00087421556,0.000019758627,0.00036858188,0.00021572686,0.0003788329,0.000011068503,0.00009416117,0.07770747],"genre_scores_gemma":[0.9954906,0.00006342375,0.00049106736,0.00008693974,0.000051470197,0.000016924827,0.000002513613,0.000012908507,0.0037841634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992484,0.0000054431334,0.0001344454,0.0001764488,0.00012143529,0.00031383158],"domain_scores_gemma":[0.9997493,0.000014119193,0.000021135755,0.00015135585,0.0000058097653,0.000058257792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008386623,0.0001356648,0.000127789,0.00003118386,0.000035625,0.00001858373,0.00011041809,0.000037583774,0.0000036050653],"category_scores_gemma":[0.0000053114736,0.00013399663,0.000019603136,0.00001568818,0.000016455959,0.000015459833,0.000016370643,0.000108255306,6.384363e-7],"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":[0.0002402422,0.00009451739,0.0015388315,0.0029587843,0.0004934624,0.00044264537,0.0072401315,0.014324663,0.0012172093,0.16517314,0.101758815,0.70451754],"study_design_scores_gemma":[0.001921974,0.00007038109,0.10237507,0.0002844152,0.00004187332,0.000006142113,0.0006724564,0.004064806,0.00086773734,0.00047683888,0.88858885,0.00062948914],"about_ca_topic_score_codex":0.01029584,"about_ca_topic_score_gemma":0.1429985,"teacher_disagreement_score":0.78683,"about_ca_system_score_codex":0.00010941756,"about_ca_system_score_gemma":0.000004749843,"threshold_uncertainty_score":0.9962947},"labels":[],"label_agreement":null},{"id":"W2956075495","doi":"10.1117/3.2316455.ch10","title":"Image Fusion Evaluation","year":2018,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advanced Image Fusion Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia","funders":"","keywords":"Image fusion; Computer science; Artificial intelligence; Metric (unit); Usability; Fusion; Set (abstract data type); Process (computing); Computer vision; Visualization; Face (sociological concept); Image (mathematics); Pattern recognition (psychology); Engineering; Human–computer interaction","score_opus":0.019351369012684902,"score_gpt":0.2630435402598189,"score_spread":0.243692171247134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956075495","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013403397,0.00028934496,0.009364902,0.000005233623,0.00054623774,0.00064366456,0.000023596813,0.0014694772,0.9875235],"genre_scores_gemma":[0.0008355704,0.00014160688,0.058519673,0.00009604956,0.0012288657,0.000121955956,0.00012662448,0.00045221264,0.93847746],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987626,0.000004247715,0.0002995642,0.00029533764,0.0004270526,0.0002112137],"domain_scores_gemma":[0.9990335,0.000017243614,0.00008535502,0.0005788864,0.000215337,0.00006969579],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021014868,0.00035998313,0.00026519407,0.00018590927,0.000059901362,0.000031852167,0.0002022414,0.0003329174,0.005533247],"category_scores_gemma":[0.000023635514,0.000379826,0.00011236628,0.000008346268,0.000105632294,0.00006659752,0.00010293001,0.00034850222,0.0012479051],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017295644,0.0000058689056,2.7331924e-7,0.00023697581,0.000087465545,0.00004210753,0.00025169752,0.00001283553,0.11747659,0.007892567,0.13801081,0.7359655],"study_design_scores_gemma":[0.00029699734,0.00010723501,0.0000038885332,0.00048270077,0.00012228607,0.000014015466,0.0000058036453,0.004180637,0.044281706,0.1790344,0.77057785,0.00089250214],"about_ca_topic_score_codex":0.0000011510748,"about_ca_topic_score_gemma":0.0000061100163,"teacher_disagreement_score":0.73507303,"about_ca_system_score_codex":0.00019668425,"about_ca_system_score_gemma":0.000034597953,"threshold_uncertainty_score":0.99986535},"labels":[],"label_agreement":null},{"id":"W3147899974","doi":"10.1117/3.2510243.ch33","title":"Density Functional Theory","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Computer science","score_opus":0.013239982078304431,"score_gpt":0.2165811130757928,"score_spread":0.20334113099748838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147899974","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010697308,0.000054656444,0.00025674002,0.000018816916,0.00026485205,0.00004755891,0.0000550816,0.00010885089,0.9981237],"genre_scores_gemma":[0.021503096,0.0000022784902,0.00008110466,0.00028586996,0.0006643257,0.000007072855,0.00014362848,0.000070502465,0.9772421],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990022,0.0000015506482,0.00018990558,0.0003933184,0.00023070085,0.00018231569],"domain_scores_gemma":[0.999151,0.000101022684,0.000120892946,0.0004566198,0.000074173855,0.00009627073],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000012591373,0.00029718588,0.00026638593,0.000022307602,0.000066848304,0.000016211463,0.00014775741,0.0003155064,0.009504639],"category_scores_gemma":[0.000014502397,0.00028077888,0.00033916504,0.0000031347506,0.000114207956,0.000018858069,0.00011994455,0.0007630904,0.0019768833],"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":[0.000082330254,0.000017919972,0.0000013691783,0.000076911616,0.00018453218,0.00002232479,0.000008607563,0.0000024282201,0.1021606,0.8824941,0.0034413063,0.011507561],"study_design_scores_gemma":[0.0001300547,0.000007885314,0.0000014236599,0.00010663905,0.00007292203,0.000012364365,0.000003061643,0.0000023191553,0.06250808,0.39484113,0.5420186,0.00029555362],"about_ca_topic_score_codex":0.0000011492052,"about_ca_topic_score_gemma":0.0000013642176,"teacher_disagreement_score":0.53857726,"about_ca_system_score_codex":0.00007946548,"about_ca_system_score_gemma":0.000061402665,"threshold_uncertainty_score":0.9999644},"labels":[],"label_agreement":null},{"id":"W4206708420","doi":"10.1117/3.2538938.ch65","title":"Quantum Jumps","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Quantum; Physics; Quantum mechanics","score_opus":0.01806323508342598,"score_gpt":0.21798255625868165,"score_spread":0.19991932117525568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206708420","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032132644,0.00012445745,0.020027602,0.000118642005,0.001398476,0.00025887325,0.000009054583,0.00035241045,0.97767836],"genre_scores_gemma":[0.0033567594,0.000025726187,0.0026291301,0.0017486474,0.00020310188,0.000009162191,0.00001698786,0.000049273716,0.99196124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984932,0.0000043728764,0.0003944046,0.00037001842,0.00045202064,0.00028598896],"domain_scores_gemma":[0.9983472,0.000030100571,0.00026885202,0.0011321007,0.00009848751,0.00012326415],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000152168,0.00033219586,0.0003147655,0.00035339154,0.000091517686,0.00020371254,0.0011738875,0.00029107585,0.0002523249],"category_scores_gemma":[0.000003655685,0.00030894394,0.00031159385,0.000023201328,0.000077290715,0.00018675448,0.00029129017,0.00039649894,0.005962438],"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":[0.0000018040648,0.000002180356,0.0000015793431,0.000028063852,0.000026178623,0.000006709321,0.0001222504,5.555259e-7,0.000007842389,0.9711496,0.009179269,0.01947394],"study_design_scores_gemma":[0.00016957354,0.00007424707,0.000011241993,0.00007707335,0.000009851887,0.000012329127,0.000004159665,0.0012026309,0.000051199306,0.18691555,0.81108415,0.00038799783],"about_ca_topic_score_codex":0.000003051293,"about_ca_topic_score_gemma":0.0000029174262,"teacher_disagreement_score":0.80190486,"about_ca_system_score_codex":0.000028496497,"about_ca_system_score_gemma":0.0001826481,"threshold_uncertainty_score":0.9999363},"labels":[],"label_agreement":null},{"id":"W4229506424","doi":"10.1117/3.601520.ch5","title":"Wafer Steppers","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advancements in Photolithography Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Wafer; Stepper; Wafer testing; Contact print; Resist; Scanner; Materials science; Optoelectronics; Engineering drawing; Nanotechnology; Optics; Engineering; Electrical engineering; Physics","score_opus":0.011183331667303857,"score_gpt":0.2192739778575897,"score_spread":0.20809064619028583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229506424","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024732815,0.0005954306,0.000831591,0.0000040999043,0.00037142527,0.00039551372,0.00004310109,0.0017643764,0.9959697],"genre_scores_gemma":[0.00247289,0.00021138898,0.011310762,0.0002282194,0.00031752558,0.000049360522,0.000033966793,0.00029591398,0.98507994],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988889,0.0000014492988,0.00028949886,0.00027873187,0.00023516182,0.00030622887],"domain_scores_gemma":[0.99924666,0.000010916827,0.0000518463,0.0005742243,0.000029392892,0.00008694161],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005057431,0.00044654403,0.00034076546,0.0002346348,0.000039019167,0.00002216037,0.00027528667,0.00035744018,0.00028560447],"category_scores_gemma":[0.0000018011195,0.00048101618,0.00019254329,0.00000922619,0.00008280727,0.00003300317,0.000038911447,0.0004953734,0.00008642341],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001128647,0.0000065266217,0.0000033090766,0.00014761364,0.00031842344,0.00011725865,0.00009442079,0.00003187548,0.0010543525,0.3655653,0.021152232,0.6114974],"study_design_scores_gemma":[0.00010030992,0.00005364597,0.000004433888,0.00018311795,0.000042329983,0.0000069224902,0.000001819493,0.000015342464,0.0019895008,0.083656594,0.91341627,0.0005297047],"about_ca_topic_score_codex":0.0000010483125,"about_ca_topic_score_gemma":0.0000032895146,"teacher_disagreement_score":0.89226407,"about_ca_system_score_codex":0.000105717016,"about_ca_system_score_gemma":0.000012925986,"threshold_uncertainty_score":0.99976414},"labels":[],"label_agreement":null},{"id":"W4231200526","doi":"10.1117/3.2316455.apa","title":"Online Resources","year":2018,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia","funders":"","keywords":"Computer science","score_opus":0.04230422303539462,"score_gpt":0.2554463828378135,"score_spread":0.2131421598024189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231200526","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007984094,0.00006694844,0.00003605804,0.000008441985,0.0011672094,0.00012419024,0.000035744935,0.00052546704,0.99005187],"genre_scores_gemma":[0.0009778056,0.000017535745,0.00020665846,0.00009945228,0.0042667515,0.000004605753,0.00007777945,0.00010952277,0.99423987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992534,0.0000026725747,0.00021303463,0.00017235627,0.0002205432,0.0001379791],"domain_scores_gemma":[0.99954957,0.000008232419,0.000042096555,0.00028730184,0.000045558903,0.00006723582],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000080101345,0.00022394647,0.00018167029,0.00012212216,0.000051458468,0.000028878392,0.00012530833,0.00026580197,0.07779434],"category_scores_gemma":[0.000003985383,0.00023380716,0.00009095805,0.0000033872134,0.00007999978,0.000016961554,0.000024221543,0.00025220707,0.027054109],"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":[0.000008625042,0.000009362903,0.0000014160469,0.0001721923,0.00015915411,0.000013824248,0.0021920397,0.00016343124,0.0013204904,0.0019122693,0.9344098,0.059637412],"study_design_scores_gemma":[0.00010660708,0.00003256977,0.00006379675,0.00010240956,0.00003197978,0.0000022531813,0.000012854358,0.00041544915,0.000025455583,0.004321107,0.99462473,0.00026077643],"about_ca_topic_score_codex":1.6072379e-7,"about_ca_topic_score_gemma":0.000047823632,"teacher_disagreement_score":0.06021496,"about_ca_system_score_codex":0.000080233105,"about_ca_system_score_gemma":0.000012924437,"threshold_uncertainty_score":0.97370344},"labels":[],"label_agreement":null},{"id":"W4231226236","doi":"10.1117/3.2510243.ch14","title":"Graphene Structure","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Graphene; Materials science; Nanotechnology","score_opus":0.007939801072302122,"score_gpt":0.18097930300113593,"score_spread":0.1730395019288338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231226236","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007034896,0.0005040376,0.00004521814,0.000005650635,0.0008223205,0.00036144364,0.00028742728,0.00042016027,0.99051887],"genre_scores_gemma":[0.15163355,0.00013351279,0.0007507411,0.000114570845,0.0007409913,0.00003358664,0.00026629562,0.00037504543,0.84595174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999252,9.86839e-7,0.00022214818,0.00021969932,0.000119469216,0.00018570159],"domain_scores_gemma":[0.99932003,0.000009360259,0.000048834932,0.00053612486,0.000025817466,0.000059837592],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000021003869,0.00030874833,0.00029871683,0.0001308164,0.000036012963,0.00003033683,0.0001971139,0.0003570108,0.00075053505],"category_scores_gemma":[5.472033e-7,0.00030730575,0.00013019986,0.00000888548,0.000035468813,0.000015212037,0.000032554697,0.00019469799,0.0004334869],"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":[0.0000049238365,0.0000018735866,0.000007632847,0.00024395349,0.00025690143,0.000007607658,0.000052430398,0.00007167332,0.05980287,0.91457653,0.014357025,0.010616591],"study_design_scores_gemma":[0.0001771747,0.000022742752,0.000050433937,0.0000826808,0.00009133088,0.000007818732,0.0000015440359,0.000016164833,0.01293724,0.125268,0.86076856,0.0005763059],"about_ca_topic_score_codex":0.0000025955171,"about_ca_topic_score_gemma":0.000017101254,"teacher_disagreement_score":0.8464115,"about_ca_system_score_codex":0.000022210575,"about_ca_system_score_gemma":0.000024589739,"threshold_uncertainty_score":0.9999379},"labels":[],"label_agreement":null},{"id":"W4231655924","doi":"10.1117/3.2510243.ch48","title":"Cyclotron Resonance","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Cyclotron; Nuclear magnetic resonance; Physics; Nuclear physics; Plasma","score_opus":0.012516926577574722,"score_gpt":0.20009869908924371,"score_spread":0.187581772511669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231655924","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011822737,0.001056168,0.00004049022,0.000004928758,0.0006351408,0.00016199278,0.000029339022,0.0003113008,0.9859379],"genre_scores_gemma":[0.05411147,0.00007419723,0.00020546887,0.00006137648,0.0003376148,0.000006458358,0.000012265789,0.0001624133,0.9450287],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926084,8.539537e-7,0.00018445107,0.0001871752,0.00013751049,0.00022918702],"domain_scores_gemma":[0.9994956,0.000011100244,0.000031146395,0.00038520136,0.000018436383,0.000058503614],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003324048,0.00024744368,0.00023974519,0.000048482165,0.00002400176,0.000027069611,0.00016075229,0.0002379537,0.00009987334],"category_scores_gemma":[0.0000014095907,0.0002544782,0.00009139981,0.0000046336327,0.000028341785,0.000023249087,0.00003837768,0.00029898342,0.0008569153],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021552765,0.000008650733,0.00014537155,0.00034767916,0.0001954409,0.00011886051,0.00011910003,0.0010492773,0.0064610243,0.7919649,0.018264733,0.18130344],"study_design_scores_gemma":[0.00017248717,0.00003279278,0.000117726944,0.00013096735,0.000028574235,0.0000052385535,0.0000010009799,0.0027321007,0.0006002365,0.0061181015,0.9895973,0.00046346942],"about_ca_topic_score_codex":0.0000032454543,"about_ca_topic_score_gemma":0.000019626774,"teacher_disagreement_score":0.97133255,"about_ca_system_score_codex":0.00007502492,"about_ca_system_score_gemma":0.000026614412,"threshold_uncertainty_score":0.99999076},"labels":[],"label_agreement":null},{"id":"W4232615069","doi":"10.1117/3.853623.ch40","title":"Shot Noise","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Noise (video); Computer science; Acoustics; Physics; Artificial intelligence","score_opus":0.015974874755665867,"score_gpt":0.19393990504546255,"score_spread":0.17796503028979668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232615069","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021121083,0.00013923702,0.00008857136,0.000009469167,0.003559414,0.00020132716,0.000025161255,0.0007055422,0.9950601],"genre_scores_gemma":[0.028239638,0.000011111204,0.000106963125,0.000056135457,0.0009114064,0.000015760268,0.000012441165,0.00016292633,0.9704836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992063,0.0000013133288,0.00025560116,0.00018853533,0.00016651166,0.00018174943],"domain_scores_gemma":[0.9993993,0.000012698768,0.000039187522,0.00041893934,0.000027740929,0.00010215352],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006290716,0.00028989656,0.00027855308,0.00011476008,0.000049403097,0.000028670007,0.00014919555,0.00056882325,0.00075628643],"category_scores_gemma":[0.000003002762,0.0002999388,0.000163698,0.0000044729295,0.000042010368,0.000014000661,0.000023114217,0.0007288643,0.0017445332],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081055376,0.000018517387,0.00001239098,0.002151719,0.0013545813,0.0005920356,0.0017657867,0.00030028616,0.14795057,0.40299132,0.05169999,0.39108172],"study_design_scores_gemma":[0.00011377702,0.000016778278,0.000007671833,0.000079995305,0.000019476838,0.000027268097,0.0000019976649,0.00014828081,0.0017081683,0.0014534914,0.9960723,0.00035081332],"about_ca_topic_score_codex":0.000006893429,"about_ca_topic_score_gemma":0.00008596403,"teacher_disagreement_score":0.9443723,"about_ca_system_score_codex":0.00004485543,"about_ca_system_score_gemma":0.000016802776,"threshold_uncertainty_score":0.9999453},"labels":[],"label_agreement":null},{"id":"W4233034187","doi":"10.1117/3.853623.ch36","title":"Primary Sources of Detector Noise","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Scientific Research and Discoveries","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Primary (astronomy); Noise (video); Detector; Acoustics; Environmental science; Physics; Computer science; Optics; Astronomy; Artificial intelligence","score_opus":0.014338235025750023,"score_gpt":0.23421984345921687,"score_spread":0.21988160843346685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233034187","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03528513,0.000072378076,0.00005759341,0.0000077232935,0.00029132064,0.0002011712,0.00022863972,0.000017237935,0.9638388],"genre_scores_gemma":[0.07159554,9.3049056e-7,0.00028176536,0.00001496329,0.00056939793,0.000013089198,0.000053941796,0.00003860858,0.92743176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889314,0.000003448516,0.00022853693,0.0002812035,0.0003606671,0.00023300367],"domain_scores_gemma":[0.99911416,0.000038692437,0.0001719052,0.0004701009,0.00008054934,0.00012458787],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000113986134,0.00020729438,0.00029141823,0.00010144422,0.00008725604,0.00006957181,0.00030585515,0.00010951263,0.002808283],"category_scores_gemma":[0.0000040228315,0.00017531108,0.00023070358,0.000007407118,0.00040695292,0.00003644452,0.00015548672,0.000375244,0.00016630004],"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":[0.00016707869,0.00006773726,0.0018544982,0.00029271227,0.00045655848,0.000020463065,0.00061367796,9.628919e-7,0.08522463,0.72764415,0.005689718,0.17796783],"study_design_scores_gemma":[0.00052535284,0.00012585122,0.00034574218,0.00017000198,0.0000725493,0.0000011684375,0.000061580926,0.0000015925177,0.12756899,0.20292918,0.6676021,0.0005958467],"about_ca_topic_score_codex":0.00006729592,"about_ca_topic_score_gemma":0.000013271207,"teacher_disagreement_score":0.66191244,"about_ca_system_score_codex":0.000009483736,"about_ca_system_score_gemma":0.00023676532,"threshold_uncertainty_score":0.99810326},"labels":[],"label_agreement":null},{"id":"W4233142695","doi":"10.1117/3.322162.ch6","title":"Yield","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advancements in Photolithography Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Resist; Overlay; Contamination; Yield (engineering); Wafer; Process engineering; Process (computing); Lithography; Reliability engineering; Particulates; Engineering; Computer science; Environmental science; Materials science; Nanotechnology; Chemistry; Composite material","score_opus":0.016915513502581803,"score_gpt":0.22472954274408616,"score_spread":0.20781402924150436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233142695","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011718345,0.00060460164,0.0013633748,0.0000034825355,0.00033114693,0.00030292437,0.000024748584,0.0017774081,0.9955806],"genre_scores_gemma":[0.0020720868,0.00021585602,0.010417893,0.0002114735,0.000351728,0.000038109476,0.00001608684,0.00021657965,0.9864602],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990861,7.091998e-7,0.00025402146,0.00022814206,0.00018579946,0.0002452548],"domain_scores_gemma":[0.9993232,0.000015583591,0.000047921065,0.00052200904,0.000022958851,0.000068362875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000041336887,0.0003689523,0.00029094645,0.00018995388,0.000031629024,0.000018499944,0.00024602903,0.00033824416,0.00030840086],"category_scores_gemma":[0.0000029329335,0.00040660764,0.00016142809,0.0000073211268,0.000057169218,0.000025381169,0.000034440876,0.0004719119,0.00007492275],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061264436,0.000004732939,0.0000021250114,0.00011616074,0.00018276286,0.00010569105,0.00004401519,0.00001937705,0.001098652,0.41055188,0.022874141,0.56499434],"study_design_scores_gemma":[0.000044345095,0.00004667172,0.0000027580195,0.00023726081,0.000030344561,0.000006726316,6.303126e-7,0.000009640509,0.0038302385,0.1601931,0.83517724,0.00042101328],"about_ca_topic_score_codex":0.0000011447521,"about_ca_topic_score_gemma":0.0000040937316,"teacher_disagreement_score":0.8123031,"about_ca_system_score_codex":0.000061004175,"about_ca_system_score_gemma":0.0000095535,"threshold_uncertainty_score":0.9998386},"labels":[],"label_agreement":null},{"id":"W4233235703","doi":"10.1117/3.853623.ch64","title":"Quantum Well Infrared Photodetectors (QWIPs)","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advanced Semiconductor Detectors and Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Quantum well infrared photodetector; Photodetector; Infrared; Optoelectronics; Materials science; Optics; Physics; Quantum well","score_opus":0.013052296989472072,"score_gpt":0.205891977537052,"score_spread":0.1928396805475799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233235703","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06883765,0.00034847116,0.00008086361,9.247607e-7,0.00602638,0.00053952506,0.00016803261,0.0012164314,0.9227817],"genre_scores_gemma":[0.07398517,0.00015817485,0.0011535237,0.00010594389,0.0019317089,0.00008307484,0.00008867922,0.00088436564,0.92160934],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.998363,0.0000035330233,0.0005097827,0.0004252487,0.0002401535,0.00045827735],"domain_scores_gemma":[0.99880844,0.000037241294,0.00013696215,0.00077306444,0.000050456365,0.00019382719],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008552276,0.0006924276,0.00067457947,0.00019968924,0.00008247231,0.00006479936,0.00035647332,0.00090710947,0.0033032238],"category_scores_gemma":[0.000012385899,0.00070070266,0.00022868751,0.000009863335,0.00012492861,0.00005857876,0.00008995603,0.0009249758,0.0008053509],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015152188,0.0000022230033,3.085486e-7,0.00018933695,0.00010256816,0.000043766173,0.00010650381,0.000015798983,0.98999834,0.0053350558,0.0013736802,0.0028172946],"study_design_scores_gemma":[0.0002087826,0.000041350682,0.0000010334825,0.000113784816,0.000036588324,0.000011550694,0.0000041598773,0.000034437177,0.3163144,0.03573233,0.64678895,0.00071263674],"about_ca_topic_score_codex":0.0000072971466,"about_ca_topic_score_gemma":0.000028895673,"teacher_disagreement_score":0.6736839,"about_ca_system_score_codex":0.000089990586,"about_ca_system_score_gemma":0.0000403811,"threshold_uncertainty_score":0.99997264},"labels":[],"label_agreement":null},{"id":"W4233473767","doi":"10.1117/3.1002297.bm","title":"Back Matter","year":2015,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Computer science","score_opus":0.04325019248169279,"score_gpt":0.29334911161261307,"score_spread":0.2500989191309203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233473767","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007974531,0.00047530737,0.0000039254824,0.000038879687,0.003992825,0.0005307076,0.000993442,0.000049051323,0.9931184],"genre_scores_gemma":[0.00020526558,0.0000012471257,0.0003434451,0.0007981136,0.0019669002,0.00006655446,0.000587972,0.0006218266,0.99540865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767596,0.00004874316,0.0003966623,0.0006634376,0.0005311601,0.0006840358],"domain_scores_gemma":[0.9979734,0.000016579881,0.00029406225,0.0012208631,0.00019499224,0.00030011227],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023864025,0.00061570294,0.0006536642,0.00024771903,0.000051313767,0.00013661038,0.00067163643,0.00063588005,0.2976816],"category_scores_gemma":[0.0000065115855,0.00057960575,0.00020227567,0.0000476916,0.00018539568,0.00003700649,0.0002939901,0.0007191129,0.9979451],"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":[0.00002819275,0.00001234044,0.0000103765715,0.00008884798,0.00008392731,0.000008353088,0.000097822085,0.0000017804123,0.0005258944,0.000025134545,0.9989316,0.00018573382],"study_design_scores_gemma":[0.00046839268,0.000039459817,0.000014328266,0.0001617212,0.00005871789,0.00002045273,0.000010354229,0.0000014998213,0.00062981,0.000113573784,0.9978022,0.00067947636],"about_ca_topic_score_codex":0.00010332801,"about_ca_topic_score_gemma":0.000021823766,"teacher_disagreement_score":0.7002635,"about_ca_system_score_codex":0.00031421214,"about_ca_system_score_gemma":0.00041138878,"threshold_uncertainty_score":0.99966556},"labels":[],"label_agreement":null},{"id":"W4233716425","doi":"10.1117/3.2510243.ch1","title":"Primitive Cell","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Biology","score_opus":0.022969891749485525,"score_gpt":0.22527524958791895,"score_spread":0.20230535783843343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233716425","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025764568,0.00024006653,0.000003860694,0.0000066295593,0.00067283475,0.0010299827,0.0005251086,0.0003791494,0.9968847],"genre_scores_gemma":[0.0037619155,0.0000039513375,0.0002466696,0.00021786815,0.0005217804,0.000014126793,0.00010897154,0.000779292,0.9943454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977694,0.000008249017,0.0003772111,0.0007776878,0.00058553816,0.00048192494],"domain_scores_gemma":[0.9980338,0.00006224219,0.00044403167,0.0011265295,0.00016576223,0.00016761865],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016659603,0.000699036,0.00064623525,0.00028326732,0.00006475436,0.00005332031,0.00046672908,0.0006820334,0.002042482],"category_scores_gemma":[0.000008928941,0.0007152223,0.00037725264,0.000005954426,0.00021777282,0.000032984884,0.00026886573,0.0008974571,0.22478902],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108505046,0.00002252556,0.0000084851235,0.00021218002,0.00027628077,0.00023010888,0.00040788698,0.0000012153819,0.009016713,0.91837096,0.064615265,0.0067298994],"study_design_scores_gemma":[0.00056666136,0.00013655382,0.00002265983,0.00026113284,0.00019407396,0.000009826161,0.000008404718,0.0000016560962,0.0042000897,0.015888238,0.97782016,0.000890556],"about_ca_topic_score_codex":0.000012380015,"about_ca_topic_score_gemma":0.000023125278,"teacher_disagreement_score":0.9132049,"about_ca_system_score_codex":0.00030115197,"about_ca_system_score_gemma":0.00045567504,"threshold_uncertainty_score":0.9995299},"labels":[],"label_agreement":null},{"id":"W4233981493","doi":"10.1117/3.2265082.bm","title":"Back Matter","year":2017,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Geology","score_opus":0.038256299386974356,"score_gpt":0.30171680820271224,"score_spread":0.2634605088157379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233981493","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072593585,0.00027453754,0.0000035144258,0.00005009242,0.004886435,0.000524471,0.0009673188,0.00003525875,0.99253243],"genre_scores_gemma":[0.00051475177,0.0000032305156,0.00023197004,0.00050732394,0.0022167694,0.00007031732,0.00036290791,0.0005818528,0.9955109],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784297,0.00003136946,0.00034128703,0.00072184304,0.0003640926,0.00069841626],"domain_scores_gemma":[0.9966844,0.000017746122,0.0005632757,0.002457482,0.00009057205,0.00018656613],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015587424,0.00062611327,0.00067759264,0.00019948088,0.0002262023,0.00037119983,0.0012802478,0.0006638826,0.33025923],"category_scores_gemma":[0.000008141273,0.00059459195,0.0002877577,0.000011721016,0.0003145437,0.000052504816,0.00038450444,0.0007638354,0.99742293],"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":[0.000020807976,0.000009590383,0.000023112088,0.00012375585,0.00010176789,0.00001262723,0.00004786336,3.9802072e-7,0.00096322823,0.000028080107,0.9982046,0.0004641734],"study_design_scores_gemma":[0.00038087723,0.000024531837,0.00012645687,0.00031245235,0.00006314079,0.000017737988,0.0000026571004,8.706526e-7,0.0013113038,0.00006436999,0.9970038,0.0006918064],"about_ca_topic_score_codex":0.00015185657,"about_ca_topic_score_gemma":0.000033473683,"teacher_disagreement_score":0.66716367,"about_ca_system_score_codex":0.00015244457,"about_ca_system_score_gemma":0.00023185328,"threshold_uncertainty_score":0.99965054},"labels":[],"label_agreement":null},{"id":"W4235013110","doi":"10.1117/3.862866.bm","title":"Back Matter","year":2010,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Psychology","score_opus":0.02096887215666511,"score_gpt":0.2726802624202516,"score_spread":0.2517113902635865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235013110","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033184604,0.00012374448,0.0000046783325,0.000047681584,0.0066670375,0.0005455458,0.0008235536,0.000049242633,0.98842007],"genre_scores_gemma":[0.00037827782,0.0000012968427,0.0006852988,0.0009919167,0.002484728,0.00007784441,0.00043549508,0.000674714,0.99427044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777204,0.000029776844,0.00039578343,0.00071354426,0.0003756576,0.00071320526],"domain_scores_gemma":[0.9979139,0.000025877785,0.00030884283,0.0014410579,0.00009826193,0.00021206397],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015032137,0.0006382346,0.00060481776,0.0002587,0.00008725701,0.00016208855,0.0007650728,0.001120713,0.5635467],"category_scores_gemma":[0.000005303032,0.00060283346,0.000267124,0.00003931512,0.00025470005,0.000033379063,0.00026866133,0.001799886,0.997419],"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":[0.000017465029,0.000012875944,0.000015131352,0.00009273403,0.00006517135,0.000006301773,0.000052553805,2.9288185e-7,0.0122364145,0.00004108187,0.98713094,0.00032904572],"study_design_scores_gemma":[0.00032603086,0.000023228371,0.000059056772,0.00011978162,0.000052985077,0.000023079157,0.000003381246,8.779742e-7,0.00497707,0.0000630097,0.99365443,0.00069705734],"about_ca_topic_score_codex":0.000106799285,"about_ca_topic_score_gemma":0.00007390953,"teacher_disagreement_score":0.43387228,"about_ca_system_score_codex":0.000095728385,"about_ca_system_score_gemma":0.00021007465,"threshold_uncertainty_score":0.9996423},"labels":[],"label_agreement":null},{"id":"W4235305223","doi":"10.1117/3.601520.ch11","title":"Lithography Costs","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advancements in Photolithography Techniques","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":"Advanced Micro Devices (Canada)","funders":"","keywords":"Lithography; Next-generation lithography; Photolithography; Computational lithography; Reticle; X-ray lithography; Manufacturing engineering; Wafer; Computer science; Engineering; Nanotechnology; Materials science; Electrical engineering; Resist; Electron-beam lithography","score_opus":0.00948581999928933,"score_gpt":0.22322354930315147,"score_spread":0.21373772930386215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235305223","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023974035,0.0021670607,0.0011546205,0.0000035890644,0.0004294063,0.00055459404,0.00006674568,0.0025986051,0.9930014],"genre_scores_gemma":[0.004546133,0.0016305868,0.040751204,0.0005077503,0.0008465544,0.00018148083,0.00011667985,0.00075844536,0.9506612],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854046,0.0000026560003,0.00039063965,0.0003727174,0.00030328936,0.00039024177],"domain_scores_gemma":[0.9989512,0.000018889727,0.00008560861,0.00076284807,0.00005085835,0.00013057685],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000076524186,0.00059025007,0.00044873785,0.00049859256,0.000056397148,0.00003742925,0.00037193208,0.00046110753,0.00016241179],"category_scores_gemma":[0.0000024375056,0.00065330183,0.00033668173,0.000025737327,0.0001267445,0.000044352306,0.00004872763,0.00064658315,0.00006287297],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006979805,0.00000599791,0.000007169143,0.00008009367,0.00020399089,0.0000763294,0.000026964915,0.0000054162506,0.00033031072,0.25440162,0.007623416,0.7372317],"study_design_scores_gemma":[0.00011332234,0.00007771015,0.000013327476,0.0003088269,0.00005748536,0.000010853413,0.0000011404383,0.000010397873,0.0016502221,0.11124418,0.8858569,0.0006555971],"about_ca_topic_score_codex":0.0000018541808,"about_ca_topic_score_gemma":0.0000046967402,"teacher_disagreement_score":0.87823355,"about_ca_system_score_codex":0.00011484104,"about_ca_system_score_gemma":0.000013758868,"threshold_uncertainty_score":0.9995918},"labels":[],"label_agreement":null},{"id":"W4236761676","doi":"10.1117/3.853623.ch9","title":"Combination of Lenses","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advanced optical system 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":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science","score_opus":0.013075543809094974,"score_gpt":0.1979646780632898,"score_spread":0.18488913425419481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236761676","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033500092,0.00014510773,0.0030632413,0.000002921045,0.0005512512,0.00023483651,0.000014197521,0.00020983974,0.9954436],"genre_scores_gemma":[0.1584772,0.000014689737,0.005802108,0.000015692103,0.00025979226,0.000019708094,0.000017965856,0.00022382625,0.835169],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933064,0.0000013545284,0.00026064285,0.00012375317,0.00016321022,0.00012042401],"domain_scores_gemma":[0.99951106,0.000046758323,0.00006667898,0.00027473026,0.000054324326,0.000046420864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005025287,0.00019292117,0.0002854431,0.00007514909,0.000016306769,0.0000065981762,0.00011511552,0.0003377826,0.00012454287],"category_scores_gemma":[0.000010841898,0.00019903296,0.000079772726,0.0000039176552,0.00007012747,0.000018630786,0.000019298264,0.00033129368,0.00013692268],"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":[0.0000047917833,0.0000036906895,0.0000014324372,0.0003329136,0.00006985958,0.000011519016,0.000042186934,0.00006064857,0.030396927,0.9429615,0.00020575592,0.02590878],"study_design_scores_gemma":[0.0007744311,0.00025266432,0.00003938474,0.0008996613,0.00014654626,0.000022069942,0.0000054897505,0.00028465773,0.101393044,0.36584708,0.52910596,0.0012289925],"about_ca_topic_score_codex":0.0000011291656,"about_ca_topic_score_gemma":0.000005839285,"teacher_disagreement_score":0.5771144,"about_ca_system_score_codex":0.000036054742,"about_ca_system_score_gemma":0.000011614735,"threshold_uncertainty_score":0.8116329},"labels":[],"label_agreement":null},{"id":"W4236989491","doi":"10.1117/3.2510243.ch47","title":"Landau Levels","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Physics; Psychology","score_opus":0.029583378177266306,"score_gpt":0.22928288598833735,"score_spread":0.19969950781107104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236989491","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002851728,0.00007357551,0.00014234602,0.0000309525,0.00013177257,0.00008474636,0.00005839802,0.00015131127,0.99904174],"genre_scores_gemma":[0.017358672,0.0000027535618,0.00010125894,0.00011949529,0.0004975247,0.0000013566619,0.000027450676,0.00008464245,0.9818069],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892265,9.1242833e-7,0.0002535594,0.0003329694,0.00023008979,0.00025982506],"domain_scores_gemma":[0.9992623,0.00006328982,0.00006922948,0.00043229255,0.000037479655,0.00013540866],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000042423744,0.00032488612,0.00040052153,0.00003258672,0.00002632726,0.000016329435,0.00021451437,0.00053479895,0.00315468],"category_scores_gemma":[0.00002656337,0.00030348025,0.00024297707,0.0000043016507,0.000061169165,0.000011473351,0.000078390054,0.00064406486,0.002416165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003856605,0.000009582067,0.0000056097324,0.00055526034,0.00043063142,0.00018431312,0.000076339864,0.00007418851,0.03314512,0.9549127,0.0050055007,0.005562193],"study_design_scores_gemma":[0.00032759766,0.000023325623,0.000002040568,0.00027193618,0.00012528822,0.000014172115,0.0000034780926,0.00058185245,0.022475872,0.01037485,0.9650465,0.00075303775],"about_ca_topic_score_codex":0.000002475695,"about_ca_topic_score_gemma":9.738945e-7,"teacher_disagreement_score":0.96004105,"about_ca_system_score_codex":0.00006164112,"about_ca_system_score_gemma":0.00004671197,"threshold_uncertainty_score":0.9999417},"labels":[],"label_agreement":null},{"id":"W4237349466","doi":"10.1117/3.601520.bm","title":"Back Matter","year":2009,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Psychology","score_opus":0.023179664874450286,"score_gpt":0.2751429911637897,"score_spread":0.25196332628933943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237349466","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007816138,0.00039847774,0.0000062927293,0.000068495574,0.001973439,0.0005398187,0.00048348875,0.000055123357,0.99569327],"genre_scores_gemma":[0.0002927032,0.0000033125023,0.0004939048,0.002229445,0.0017245511,0.000034584562,0.00043192922,0.00044469314,0.9943449],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976816,0.00003973852,0.0004272181,0.0007124781,0.00039519032,0.0007437785],"domain_scores_gemma":[0.998267,0.00001724474,0.00028916862,0.0011609384,0.00007756864,0.00018806137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012298375,0.0006593702,0.0006566616,0.0002798841,0.000075519325,0.0001472244,0.00064208684,0.00064933265,0.33180988],"category_scores_gemma":[0.0000030104889,0.00064008153,0.00028403164,0.000052466865,0.00013275366,0.000033663848,0.00013062895,0.0007851289,0.9962157],"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":[0.000023484765,0.000017561404,0.000005733586,0.00006377029,0.000061034367,0.0000114080085,0.000046688554,0.0000020895923,0.0012635774,0.000040092506,0.9974427,0.0010218166],"study_design_scores_gemma":[0.0003640515,0.000053186486,0.00010986512,0.0002204931,0.00005647792,0.000021914731,0.0000035016892,0.0000010685422,0.0014876178,0.000114639806,0.9968437,0.00072348333],"about_ca_topic_score_codex":0.000050320778,"about_ca_topic_score_gemma":0.000013110846,"teacher_disagreement_score":0.6644058,"about_ca_system_score_codex":0.00020135222,"about_ca_system_score_gemma":0.0001723434,"threshold_uncertainty_score":0.99960506},"labels":[],"label_agreement":null},{"id":"W4237784413","doi":"10.1117/3.853623.ch37","title":"Noise Power Spectral Density","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Spectral density; Noise (video); Acoustics; Physics; Computer science; Telecommunications; Artificial intelligence","score_opus":0.014131916365417803,"score_gpt":0.24054916573896742,"score_spread":0.22641724937354962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237784413","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060160965,0.00012562203,0.00003317515,0.000013787699,0.0037906626,0.00037514648,0.000021347945,0.00230806,0.9331712],"genre_scores_gemma":[0.46368545,0.00005324025,0.017592,0.00012849126,0.0033910377,0.00003285346,0.000020646114,0.0005703468,0.51452595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988029,0.0000017694408,0.00029138266,0.0002869256,0.00023251507,0.00038448593],"domain_scores_gemma":[0.999052,0.00002342604,0.00006148525,0.0006389864,0.00004934036,0.00017478157],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006977634,0.00043349384,0.0003724482,0.00013712402,0.000073126816,0.000029080245,0.00028091916,0.0007587659,0.00029152958],"category_scores_gemma":[0.0000068159898,0.00044953494,0.00014896694,0.00000602538,0.00009054945,0.00002472593,0.000072156974,0.0014670612,0.00022039725],"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":[0.00012503336,0.000012828336,0.0002730736,0.0017804567,0.0006026719,0.0011936978,0.0012241896,0.000013832205,0.052187804,0.6440939,0.028246023,0.27024654],"study_design_scores_gemma":[0.00029245578,0.0001604302,0.0039515346,0.0004889719,0.00009386549,0.00014112589,0.0000028156712,0.0000248809,0.081662774,0.20522533,0.7060432,0.0019126084],"about_ca_topic_score_codex":0.000020715397,"about_ca_topic_score_gemma":0.00003569117,"teacher_disagreement_score":0.6777972,"about_ca_system_score_codex":0.00018248269,"about_ca_system_score_gemma":0.000038041515,"threshold_uncertainty_score":0.9997956},"labels":[],"label_agreement":null},{"id":"W4238545885","doi":"10.1117/3.1000981.bm","title":"Back Matter","year":2015,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Geography","score_opus":0.04325019248169279,"score_gpt":0.29334911161261307,"score_spread":0.2500989191309203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238545885","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007974531,0.00047530737,0.0000039254824,0.000038879687,0.003992825,0.0005307076,0.000993442,0.000049051323,0.9931184],"genre_scores_gemma":[0.00020526558,0.0000012471257,0.0003434451,0.0007981136,0.0019669002,0.00006655446,0.000587972,0.0006218266,0.99540865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767596,0.00004874316,0.0003966623,0.0006634376,0.0005311601,0.0006840358],"domain_scores_gemma":[0.9979734,0.000016579881,0.00029406225,0.0012208631,0.00019499224,0.00030011227],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023864025,0.00061570294,0.0006536642,0.00024771903,0.000051313767,0.00013661038,0.00067163643,0.00063588005,0.2976816],"category_scores_gemma":[0.0000065115855,0.00057960575,0.00020227567,0.0000476916,0.00018539568,0.00003700649,0.0002939901,0.0007191129,0.9979451],"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":[0.00002819275,0.00001234044,0.0000103765715,0.00008884798,0.00008392731,0.000008353088,0.000097822085,0.0000017804123,0.0005258944,0.000025134545,0.9989316,0.00018573382],"study_design_scores_gemma":[0.00046839268,0.000039459817,0.000014328266,0.0001617212,0.00005871789,0.00002045273,0.000010354229,0.0000014998213,0.00062981,0.000113573784,0.9978022,0.00067947636],"about_ca_topic_score_codex":0.00010332801,"about_ca_topic_score_gemma":0.000021823766,"teacher_disagreement_score":0.7002635,"about_ca_system_score_codex":0.00031421214,"about_ca_system_score_gemma":0.00041138878,"threshold_uncertainty_score":0.99966556},"labels":[],"label_agreement":null},{"id":"W4239386608","doi":"10.1117/3.853623.bm","title":"Back Matter","year":2010,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science","score_opus":0.02096887215666511,"score_gpt":0.2726802624202516,"score_spread":0.2517113902635865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239386608","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033184604,0.00012374448,0.0000046783325,0.000047681584,0.0066670375,0.0005455458,0.0008235536,0.000049242633,0.98842007],"genre_scores_gemma":[0.00037827782,0.0000012968427,0.0006852988,0.0009919167,0.002484728,0.00007784441,0.00043549508,0.000674714,0.99427044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777204,0.000029776844,0.00039578343,0.00071354426,0.0003756576,0.00071320526],"domain_scores_gemma":[0.9979139,0.000025877785,0.00030884283,0.0014410579,0.00009826193,0.00021206397],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015032137,0.0006382346,0.00060481776,0.0002587,0.00008725701,0.00016208855,0.0007650728,0.001120713,0.5635467],"category_scores_gemma":[0.000005303032,0.00060283346,0.000267124,0.00003931512,0.00025470005,0.000033379063,0.00026866133,0.001799886,0.997419],"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":[0.000017465029,0.000012875944,0.000015131352,0.00009273403,0.00006517135,0.000006301773,0.000052553805,2.9288185e-7,0.0122364145,0.00004108187,0.98713094,0.00032904572],"study_design_scores_gemma":[0.00032603086,0.000023228371,0.000059056772,0.00011978162,0.000052985077,0.000023079157,0.000003381246,8.779742e-7,0.00497707,0.0000630097,0.99365443,0.00069705734],"about_ca_topic_score_codex":0.000106799285,"about_ca_topic_score_gemma":0.00007390953,"teacher_disagreement_score":0.43387228,"about_ca_system_score_codex":0.000095728385,"about_ca_system_score_gemma":0.00021007465,"threshold_uncertainty_score":0.9996423},"labels":[],"label_agreement":null},{"id":"W4240284214","doi":"10.1117/3.2265082","title":"Bioluminescense for Food and Environmental Microbiological Safety","year":2007,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Food safety; Environmental safety; Business; Environmental science; Food science; Environmental health; Biology; Medicine; Human health","score_opus":0.014553743749475078,"score_gpt":0.24658205278263193,"score_spread":0.23202830903315685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240284214","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48640877,0.025415247,0.0017657481,0.00037489788,0.0015750378,0.009102824,0.0116751855,0.00022938575,0.4634529],"genre_scores_gemma":[0.097625576,0.0009171071,0.0008361985,0.0005541602,0.002188061,0.00011016114,0.0069162156,0.00015639816,0.8906961],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979622,0.000012646217,0.000376297,0.00086556963,0.00015427599,0.0006290387],"domain_scores_gemma":[0.99910593,0.000033339416,0.00013484285,0.0004707285,0.000047710848,0.00020745661],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028584557,0.00047226326,0.00040359714,0.00007776996,0.00015284843,0.000031064967,0.00032348814,0.0011592205,0.000024754414],"category_scores_gemma":[0.000037148497,0.0004272034,0.00024951863,0.000014178018,0.0007606653,0.000002166826,0.0003176343,0.00029699242,0.000013907644],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004244076,0.000049642884,0.0002039376,0.00017225518,0.00013897111,0.000008179109,0.000014398395,2.1878792e-8,0.9613922,0.00023605357,0.02384697,0.013512965],"study_design_scores_gemma":[0.00083635165,0.0011801985,0.000050071034,0.00008314744,0.00005153167,0.00007038897,0.00003793167,0.0000015899606,0.23623444,0.0001989297,0.76061875,0.0006366661],"about_ca_topic_score_codex":0.0000015213423,"about_ca_topic_score_gemma":0.000026706406,"teacher_disagreement_score":0.73677176,"about_ca_system_score_codex":0.00006433045,"about_ca_system_score_gemma":0.00017601611,"threshold_uncertainty_score":0.99981797},"labels":[],"label_agreement":null},{"id":"W4241214075","doi":"10.1117/3.853623.equ","title":"Equation Summary","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Heat Transfer and Numerical Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Environmental science","score_opus":0.033858831126641946,"score_gpt":0.24558685914898237,"score_spread":0.21172802802234042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241214075","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043564516,0.0002215301,0.023611931,0.00001090882,0.0011646496,0.00016328151,0.000020388565,0.00041775286,0.974346],"genre_scores_gemma":[0.0053863963,0.0001246055,0.024805482,0.00020739442,0.001509207,0.000038536382,0.00006720637,0.00037849313,0.9674827],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992505,0.0000038121016,0.00022142271,0.00017607202,0.00015493196,0.00019326134],"domain_scores_gemma":[0.99951,0.0000612154,0.000009726345,0.0002826505,0.000023458442,0.00011294192],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012042626,0.00025592637,0.00026909035,0.00008407195,0.00003434445,0.000017899858,0.00012584966,0.00049510045,0.00037424566],"category_scores_gemma":[0.0000075592493,0.00025821364,0.00012989054,0.0000055281835,0.000047999663,0.000018116136,0.000013307671,0.000779512,0.00029987225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010929691,0.000003954844,0.0000020600583,0.00026474093,0.00013123942,0.00003814645,0.00013418208,0.00002388261,0.025362337,0.17796037,0.0011192361,0.79494894],"study_design_scores_gemma":[0.0001228585,0.000036780035,0.0000114568775,0.000096903874,0.00005160451,0.000003697604,6.0841586e-7,0.00016189725,0.0076221786,0.043856937,0.94761056,0.0004245373],"about_ca_topic_score_codex":0.0000040724917,"about_ca_topic_score_gemma":0.00000859047,"teacher_disagreement_score":0.9464913,"about_ca_system_score_codex":0.000031594816,"about_ca_system_score_gemma":0.000020505347,"threshold_uncertainty_score":0.999987},"labels":[],"label_agreement":null},{"id":"W4241560045","doi":"10.1117/3.2316455.bm","title":"Back Matter","year":2018,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia","funders":"","keywords":"Geography","score_opus":0.02785857318173605,"score_gpt":0.28255372360340697,"score_spread":0.2546951504216709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241560045","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018824858,0.00016929656,0.000007905746,0.000030175575,0.0049710437,0.00051722646,0.00081394135,0.000048838836,0.9915591],"genre_scores_gemma":[0.00023909833,0.0000014810214,0.0005174207,0.001124597,0.0039913035,0.00006279197,0.00038978146,0.000642237,0.99303126],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769074,0.000041660493,0.00040223062,0.0007528592,0.00037985548,0.0007326491],"domain_scores_gemma":[0.9980104,0.000020138323,0.00030910227,0.0013397273,0.00013545094,0.00018520455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015398349,0.00062363263,0.00058916834,0.00024938083,0.000093873015,0.00015022971,0.00072968047,0.00065542676,0.6240609],"category_scores_gemma":[0.0000044023313,0.00058754714,0.00024413569,0.000046776724,0.00037001193,0.00003384681,0.0003047322,0.0005665379,0.99891293],"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":[0.00002659153,0.000011367511,0.000012727013,0.00010448695,0.000099143144,0.0000046445007,0.00007901463,1.7737547e-7,0.0013025131,0.000022061678,0.9982028,0.00013449162],"study_design_scores_gemma":[0.0003242283,0.000057388595,0.000040328105,0.00023283073,0.000058294212,0.000016836655,0.0000050360713,0.0000011289078,0.0028602174,0.00006741878,0.9956541,0.00068219204],"about_ca_topic_score_codex":0.00007395696,"about_ca_topic_score_gemma":0.000024811308,"teacher_disagreement_score":0.374852,"about_ca_system_score_codex":0.00018210236,"about_ca_system_score_gemma":0.00019341092,"threshold_uncertainty_score":0.9996576},"labels":[],"label_agreement":null},{"id":"W4242182773","doi":"10.1117/3.853623.ch24","title":"Source Configurations","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science; History","score_opus":0.011327000799788768,"score_gpt":0.1951916585174736,"score_spread":0.18386465771768484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242182773","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030353912,0.000092830895,0.0008803414,0.00001465861,0.00024681797,0.00010648224,0.000021231022,0.00043491306,0.9951673],"genre_scores_gemma":[0.40044284,0.00003092957,0.00066743797,0.00003308093,0.0008925906,0.000033322984,0.000035190988,0.00026623745,0.5975984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994294,4.775358e-7,0.000116319825,0.00011035883,0.00013892693,0.00020453615],"domain_scores_gemma":[0.9995586,0.000020103607,0.0000117992795,0.0002753969,0.000022566552,0.00011150921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000033403794,0.00017253583,0.00013827455,0.00006302079,0.000048483962,0.000045099325,0.00012863964,0.00014985695,0.00023391192],"category_scores_gemma":[0.0000043556097,0.00018177454,0.00007375713,0.000004517456,0.000053197215,0.00001974017,0.000024634697,0.00052989076,0.00045418105],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030689007,0.0000055196806,8.3017454e-7,0.0001709708,0.00023022002,0.000021626482,0.00022390789,0.0028871275,0.30744946,0.4272934,0.0055912277,0.25612265],"study_design_scores_gemma":[0.000094344454,0.000016623077,0.0000074783566,0.00005594979,0.000016298434,0.0000037255584,0.0000016711576,0.0031451713,0.009999544,0.100802206,0.88552284,0.0003341284],"about_ca_topic_score_codex":0.00000224186,"about_ca_topic_score_gemma":0.000011067609,"teacher_disagreement_score":0.8799316,"about_ca_system_score_codex":0.00002232103,"about_ca_system_score_gemma":0.000018718372,"threshold_uncertainty_score":0.74125504},"labels":[],"label_agreement":null},{"id":"W4243496875","doi":"10.1117/3.853623.ch88","title":"MTF Measurement Techniques: Noiselike Targets","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science","score_opus":0.03649438556162011,"score_gpt":0.2245845761917287,"score_spread":0.1880901906301086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243496875","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011721668,0.0006272814,0.024333227,0.00033413054,0.0024049222,0.0010528034,0.0000059642657,0.0020833653,0.9691466],"genre_scores_gemma":[0.015043991,0.000045145433,0.04397941,0.001371976,0.0012183215,0.00025448296,0.000008405429,0.00020838696,0.9378699],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657804,0.000015113904,0.00060456846,0.0009983446,0.0012675918,0.0005363303],"domain_scores_gemma":[0.99677086,0.000019955194,0.00043167852,0.00220318,0.00040250065,0.00017182104],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010438606,0.00062938913,0.0005913311,0.0004288164,0.00024052252,0.00009944086,0.002037989,0.001404569,0.00008793972],"category_scores_gemma":[0.000045362514,0.00059806893,0.00028548308,0.000024807177,0.00021838189,0.00008416785,0.00017139204,0.0014248153,0.0005142408],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009698681,0.000031795666,0.00000863046,0.00009086924,0.00020759883,0.0001572715,0.00016185244,6.339694e-8,0.15090916,0.7419055,0.010477014,0.096040554],"study_design_scores_gemma":[0.00017073174,0.000107338805,0.0000046928167,0.00027648365,0.00003693336,0.000049748563,0.0000017552765,0.000003870587,0.15359443,0.046252105,0.7988954,0.0006065064],"about_ca_topic_score_codex":0.000017738475,"about_ca_topic_score_gemma":0.00010160007,"teacher_disagreement_score":0.7884184,"about_ca_system_score_codex":0.00020698276,"about_ca_system_score_gemma":0.0002077203,"threshold_uncertainty_score":0.9998918},"labels":[],"label_agreement":null},{"id":"W4243855594","doi":"10.1117/3.2207310.bm","title":"Back Matter","year":2016,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science","score_opus":0.02394802093227541,"score_gpt":0.27359311730065095,"score_spread":0.24964509636837554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243855594","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048183784,0.00023356416,0.000018653434,0.00008835795,0.003873829,0.0004960216,0.0014490966,0.00004760148,0.99331105],"genre_scores_gemma":[0.00023215917,0.0000037650786,0.00020901514,0.00086606777,0.0024162629,0.0000807508,0.00016086627,0.00063362555,0.9953975],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977288,0.000041993415,0.0003946415,0.0007113954,0.0003641011,0.0007590234],"domain_scores_gemma":[0.9981239,0.000035382,0.000305201,0.001254838,0.000088479246,0.00019220238],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013198162,0.00061295676,0.0005881776,0.00024475274,0.00006881941,0.00010082809,0.0006644008,0.00060175534,0.5833049],"category_scores_gemma":[0.000004217169,0.0004590298,0.00026310515,0.000029014009,0.00022522057,0.000038554128,0.00026139093,0.00045752607,0.99874455],"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":[0.000025489591,0.000008202694,0.0000140096,0.00010080675,0.00009269074,0.000006189438,0.00003182068,8.262217e-8,0.0043214993,0.00006599632,0.9946665,0.00066668226],"study_design_scores_gemma":[0.00046546757,0.000026832893,0.00003372157,0.00042098382,0.000041873507,0.000013875224,0.0000021812116,1.5523852e-7,0.0031055093,0.00011174602,0.9951059,0.00067173585],"about_ca_topic_score_codex":0.00003366777,"about_ca_topic_score_gemma":0.00000916561,"teacher_disagreement_score":0.41543967,"about_ca_system_score_codex":0.00021710752,"about_ca_system_score_gemma":0.00019061241,"threshold_uncertainty_score":0.99978614},"labels":[],"label_agreement":null},{"id":"W4243995141","doi":"10.1117/3.2510243.fm","title":"Front Matter","year":2019,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Front (military); Geology; Oceanography","score_opus":0.019817818727544317,"score_gpt":0.26520361695530337,"score_spread":0.24538579822775905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243995141","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015230079,0.00057598203,0.000018558967,0.000028542303,0.008709985,0.0007937388,0.0010727997,0.00011019667,0.9871672],"genre_scores_gemma":[0.0014998617,0.0000017819553,0.00022493501,0.0010086049,0.001544747,0.00009854106,0.0004966172,0.0006339922,0.9944909],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976465,0.000039313032,0.0003935926,0.00074934494,0.0004799974,0.00069121976],"domain_scores_gemma":[0.9979865,0.000028348015,0.0003217882,0.0014393311,0.000083103776,0.00014093377],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015857512,0.00062148,0.0007280496,0.00026887402,0.000060036597,0.00012671642,0.0006802107,0.00064289814,0.22934407],"category_scores_gemma":[0.0000054884063,0.00057946873,0.00028804704,0.000018816314,0.00011134376,0.000032728178,0.00027342798,0.0008317624,0.997643],"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":[0.000029097275,0.000012147166,0.00003397501,0.00013343574,0.000120809666,0.000010408348,0.00010336265,0.000006066717,0.0013922473,0.000031252344,0.9977234,0.0004038253],"study_design_scores_gemma":[0.00038631388,0.00003798861,0.00013993094,0.00022112291,0.00006386357,0.000008952116,0.000009487326,0.0000034912716,0.0011046636,0.00006971017,0.9972505,0.0007039517],"about_ca_topic_score_codex":0.00016252698,"about_ca_topic_score_gemma":0.000028305953,"teacher_disagreement_score":0.7682989,"about_ca_system_score_codex":0.00027349102,"about_ca_system_score_gemma":0.00027167788,"threshold_uncertainty_score":0.9996657},"labels":[],"label_agreement":null},{"id":"W4244194645","doi":"10.1117/3.853623.ch11","title":"Cold-Stop Efficiency and Field Stop","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Industrial Automation and Control Systems","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":"Lockheed Martin (Canada)","funders":"","keywords":"Environmental science; History","score_opus":0.009903693058008199,"score_gpt":0.18633311179256806,"score_spread":0.17642941873455986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244194645","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013388854,0.0002409549,0.00028517275,0.00004167819,0.0017329581,0.0003788892,0.000013665029,0.0003648107,0.99560297],"genre_scores_gemma":[0.13630627,0.000009275342,0.00005326918,0.00017517204,0.001037561,0.000027641834,0.0000056122076,0.00008581032,0.8622994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923044,0.0000027100552,0.00026109914,0.0001733633,0.000155419,0.00017698694],"domain_scores_gemma":[0.9995354,0.000044753633,0.00005925946,0.00024797564,0.000029974517,0.00008266457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000096762415,0.00023761779,0.00029281536,0.00009082215,0.000068929534,0.000054060278,0.00012147717,0.0006224613,0.00024742773],"category_scores_gemma":[0.000011373736,0.00023303361,0.00007444495,0.000005533644,0.000035213823,0.000016998052,0.000025566353,0.00058380445,0.00016214563],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024283963,0.000008305713,0.0000056236236,0.0003164848,0.00021869484,0.00007305792,0.00081468304,0.00006206768,0.020430677,0.8295228,0.009395251,0.13912807],"study_design_scores_gemma":[0.0004991886,0.000064342246,0.0000033749357,0.00013129663,0.00003921291,0.000011492992,0.000008811525,0.0008487471,0.0019421908,0.0012569404,0.9947995,0.00039491372],"about_ca_topic_score_codex":0.00001636612,"about_ca_topic_score_gemma":0.000026800875,"teacher_disagreement_score":0.98540425,"about_ca_system_score_codex":0.000026992315,"about_ca_system_score_gemma":0.000029579967,"threshold_uncertainty_score":0.95028347},"labels":[],"label_agreement":null},{"id":"W4245046238","doi":"10.1117/3.2207310.fm","title":"Front Matter","year":2016,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Front (military); Computer science; Geology; Oceanography","score_opus":0.019289297271939575,"score_gpt":0.26623737296975214,"score_spread":0.24694807569781257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245046238","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005263608,0.00049340614,0.000048112044,0.00007495187,0.0049147303,0.0005044131,0.0016803204,0.00013645308,0.99162126],"genre_scores_gemma":[0.00063787715,0.0000035192734,0.00021945545,0.00074861606,0.0027669044,0.0001588622,0.00015353947,0.000595649,0.9947156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976542,0.000042130803,0.0003987163,0.000712711,0.00044433266,0.00074789533],"domain_scores_gemma":[0.9981329,0.00003399951,0.00031331865,0.0012391736,0.000089179826,0.00019141872],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016382844,0.00060901797,0.0006199614,0.00025889915,0.00008376666,0.00009356097,0.00065156515,0.0005838999,0.31533778],"category_scores_gemma":[0.00000805354,0.0004487845,0.00026662368,0.000013486317,0.00019430555,0.00003537098,0.00025437577,0.00049398205,0.9954537],"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":[0.000030583695,0.000009334495,0.000014053438,0.00006551022,0.00011047713,0.000017854354,0.00005888526,1.26693e-7,0.003256653,0.00005012567,0.99454904,0.0018373356],"study_design_scores_gemma":[0.00042219233,0.000027770368,0.00007601133,0.00037330008,0.000057107045,0.000010338665,0.0000034181016,2.3731843e-7,0.0025713418,0.00029902303,0.9954962,0.0006630643],"about_ca_topic_score_codex":0.00007419934,"about_ca_topic_score_gemma":0.000028272243,"teacher_disagreement_score":0.68011594,"about_ca_system_score_codex":0.0003070176,"about_ca_system_score_gemma":0.00022274874,"threshold_uncertainty_score":0.9997964},"labels":[],"label_agreement":null},{"id":"W4246411334","doi":"10.1117/3.322162.ch5","title":"Overlay","year":2009,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Overlay; Computer science; Stepper; Set (abstract data type); Hierarchy; Wafer; Process (computing); Ideal (ethics); Engineering; Programming language; Optics; Electrical engineering","score_opus":0.013181460802164481,"score_gpt":0.21966291530796997,"score_spread":0.2064814545058055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246411334","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002430782,0.00056749926,0.0011134014,0.000014898697,0.00028514705,0.00020111965,0.000028632636,0.0031061694,0.9946588],"genre_scores_gemma":[0.0016754295,0.00008133715,0.0150334975,0.00015318063,0.00032456184,0.000009441076,0.00001631228,0.0002442788,0.982462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999096,0.0000011899368,0.00022583365,0.00022200313,0.00018634251,0.00026866418],"domain_scores_gemma":[0.9993037,0.000019156721,0.00004777538,0.0005214245,0.000024866404,0.00008307492],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005173104,0.00037717886,0.00032465372,0.00010825425,0.000031027193,0.00003288865,0.00025897933,0.0004010701,0.00012790009],"category_scores_gemma":[0.0000066285907,0.0004230477,0.00012835293,0.0000046752084,0.00004463657,0.00004406238,0.00004330416,0.00059787487,0.00021046428],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006343832,0.000003272277,9.2380884e-7,0.00012469644,0.00012445293,0.00013252038,0.00012757198,0.0005590619,0.00207708,0.55724514,0.08894438,0.35065457],"study_design_scores_gemma":[0.000049968956,0.000023314931,0.000002487978,0.00015379142,0.000017862527,0.000005757328,4.2485274e-7,0.00004871552,0.002276449,0.1821115,0.8148952,0.00041451692],"about_ca_topic_score_codex":0.0000025687423,"about_ca_topic_score_gemma":0.000009170007,"teacher_disagreement_score":0.72595084,"about_ca_system_score_codex":0.0001505552,"about_ca_system_score_gemma":0.000016678547,"threshold_uncertainty_score":0.99982214},"labels":[],"label_agreement":null},{"id":"W4247409111","doi":"10.1117/3.2316455.ch3","title":"Biological Vision","year":2018,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advanced Image Fusion Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia","funders":"","keywords":"Artificial intelligence; Computer science; Image fusion; Computer vision; Fusion; Image (mathematics)","score_opus":0.019061068459425744,"score_gpt":0.24843625660076313,"score_spread":0.2293751881413374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247409111","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001249983,0.00025855436,0.007499909,0.000004338738,0.0003736529,0.00023325831,0.000021122703,0.00200259,0.98948157],"genre_scores_gemma":[0.0014691023,0.0001898706,0.025779018,0.00012785621,0.0008106156,0.00002668081,0.000034893033,0.00021851825,0.97134346],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991614,0.0000018359003,0.00023461194,0.00026521063,0.00013229305,0.00020460218],"domain_scores_gemma":[0.99939334,0.00002181481,0.00004645306,0.00042229172,0.00004445255,0.0000716342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000058635153,0.00032062727,0.00028182063,0.0001082275,0.000039625706,0.00001862355,0.00021870778,0.00045939852,0.002308321],"category_scores_gemma":[0.000010212381,0.000280342,0.000113394424,0.0000050471567,0.00015575175,0.000024663066,0.00012504385,0.00036879067,0.001138657],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031346917,0.00000976211,0.0000016298123,0.00016036954,0.000118393276,0.00019997609,0.00012516128,0.0000072467333,0.052882403,0.0938602,0.22284313,0.6297604],"study_design_scores_gemma":[0.00006112594,0.00013387659,0.0000024921194,0.00015584081,0.000008401071,0.000008917154,0.0000010010809,0.000045773115,0.010616158,0.09293701,0.89566016,0.00036925884],"about_ca_topic_score_codex":3.7283397e-7,"about_ca_topic_score_gemma":0.000001343759,"teacher_disagreement_score":0.67281705,"about_ca_system_score_codex":0.00006365633,"about_ca_system_score_gemma":0.00000854653,"threshold_uncertainty_score":0.9999649},"labels":[],"label_agreement":null},{"id":"W4249058857","doi":"10.1117/3.651880.ch3","title":"An Indexed Atlas of Digital Mammograms for Computer-Aided Diagnosis of Breast Cancer","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"AI in cancer detection","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mammography; Breast cancer; Radiology; Malignancy; Context (archaeology); Digital mammography; Abnormality; Breast cancer screening; Asymptomatic; Magnetic resonance imaging; Medical physics; Cancer; Pathology; Internal medicine","score_opus":0.01851873255895706,"score_gpt":0.253137432404925,"score_spread":0.23461869984596792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249058857","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05146362,0.0006142403,0.73191774,0.00078929716,0.01766216,0.007918152,0.0058267643,0.0014666673,0.18234138],"genre_scores_gemma":[0.8404268,0.00009330995,0.09696141,0.0002995808,0.0041801278,0.0010695873,0.00012939321,0.0004636338,0.056376167],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979403,0.0000064509136,0.00060394127,0.000689915,0.0004549286,0.00030443587],"domain_scores_gemma":[0.99744767,0.000121245546,0.00076524564,0.0011132747,0.00040590134,0.00014667421],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013838148,0.00039913665,0.000630533,0.00024051717,0.00007317417,0.00012058848,0.0012402787,0.00049504964,0.000035631954],"category_scores_gemma":[0.0000047260546,0.00040097977,0.0003277991,0.000037065125,0.0002909518,0.00026312127,0.00028805254,0.00039008993,0.0000053086796],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084582345,0.00006798543,0.0006774462,0.00029291707,0.00022010575,0.0000059618974,0.00030175396,0.00003491404,0.0012722652,0.04098719,0.0003866302,0.9556683],"study_design_scores_gemma":[0.009155319,0.0102056125,0.008772519,0.0056979633,0.0010431323,0.00033645905,0.000036737893,0.018892946,0.18573435,0.3997025,0.35261282,0.007809659],"about_ca_topic_score_codex":0.00016310712,"about_ca_topic_score_gemma":0.00026024375,"teacher_disagreement_score":0.9478586,"about_ca_system_score_codex":0.000107468826,"about_ca_system_score_gemma":0.0002507172,"threshold_uncertainty_score":0.9998442},"labels":[],"label_agreement":null},{"id":"W4250818809","doi":"10.1117/3.2510243.ch30","title":"Hartree Approximation","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Spectral Theory in Mathematical Physics","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Hartree; Economics; Physics; Quantum mechanics","score_opus":0.06290146210839355,"score_gpt":0.29453773818905304,"score_spread":0.2316362760806595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250818809","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027268808,0.000023992086,0.0017763068,0.00003868477,0.0003363222,0.00091139524,0.000025848898,0.00032108443,0.99629366],"genre_scores_gemma":[0.0010170348,0.000002156599,0.011998349,0.00011518571,0.00053247396,0.000020952959,0.000018407882,0.00024233457,0.9860531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99816185,0.000010869741,0.0005466309,0.00043685193,0.0005278468,0.00031595302],"domain_scores_gemma":[0.99780095,0.0004610664,0.00040462505,0.0011485468,0.0000900973,0.000094697156],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029530705,0.0005081127,0.0007044538,0.00010492365,0.00006266106,0.000056431883,0.0004002362,0.0004324475,0.0014529489],"category_scores_gemma":[0.00011592746,0.0004638244,0.0003466766,0.000009815321,0.00014569383,0.000048489623,0.00013646489,0.00059787004,0.004546846],"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":[0.000009902576,0.000017561726,1.2503286e-7,0.00043225364,0.00009471456,0.0000074355553,0.00012046268,1.9683978e-7,0.0001658886,0.99221176,0.0040631616,0.00287655],"study_design_scores_gemma":[0.00020869319,0.00006301901,3.7190264e-7,0.00039376025,0.0001508659,0.000007871825,0.000006763992,0.000040744857,0.0007691063,0.9675766,0.030297387,0.00048481178],"about_ca_topic_score_codex":6.137955e-7,"about_ca_topic_score_gemma":0.0000025476033,"teacher_disagreement_score":0.026234226,"about_ca_system_score_codex":0.00012764856,"about_ca_system_score_gemma":0.000084008505,"threshold_uncertainty_score":0.99978137},"labels":[],"label_agreement":null},{"id":"W4251855577","doi":"10.1117/3.887920.bm","title":"Back Matter","year":2011,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Philosophy","score_opus":0.04052204321591115,"score_gpt":0.26902644597292796,"score_spread":0.2285044027570168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251855577","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009006384,0.0002851181,0.000007310578,0.000011205261,0.0036330544,0.000528535,0.000641138,0.000048934195,0.99394405],"genre_scores_gemma":[0.0003619489,0.0000026892737,0.00047884477,0.0007790441,0.0012611755,0.00008143908,0.00029556244,0.00066463125,0.9960747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978435,0.00004021825,0.0004076713,0.0006999737,0.0002972711,0.00071138446],"domain_scores_gemma":[0.99809146,0.00001511413,0.00032007744,0.0012923467,0.00008686336,0.0001941364],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012734754,0.0006379288,0.0006135598,0.00026350407,0.00006797972,0.00008539448,0.0007349671,0.00065934454,0.64678794],"category_scores_gemma":[0.0000027346669,0.0006025803,0.0002694624,0.00003781982,0.00021097338,0.000035368535,0.00027524517,0.0007304812,0.99830985],"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":[0.000030106978,0.000016611964,0.000021576536,0.000115061965,0.00010735635,0.000007854117,0.00014445487,1.510358e-7,0.0008392776,0.00008862349,0.99840295,0.00022599757],"study_design_scores_gemma":[0.00030689282,0.000037727466,0.000084248495,0.00018893632,0.00006904621,0.000017381984,0.0000054611737,3.31087e-7,0.0026692096,0.00011463587,0.99579513,0.00071098434],"about_ca_topic_score_codex":0.00020187147,"about_ca_topic_score_gemma":0.00002497789,"teacher_disagreement_score":0.35152188,"about_ca_system_score_codex":0.00013094429,"about_ca_system_score_gemma":0.00016839881,"threshold_uncertainty_score":0.99964255},"labels":[],"label_agreement":null},{"id":"W4253991616","doi":"10.1117/3.2510243.ch11","title":"Brillouin Zones","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Materials science","score_opus":0.013462037115968504,"score_gpt":0.1903514267202118,"score_spread":0.1768893896042433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253991616","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002406776,0.0012178246,0.000014164577,0.000008169612,0.0014525285,0.0001712438,0.000027298323,0.00033451756,0.9943675],"genre_scores_gemma":[0.008120294,0.000066847926,0.00019240168,0.00013162753,0.00051883934,0.000003543037,0.000022239648,0.0001621888,0.990782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991838,9.0763524e-7,0.0002074373,0.00022459526,0.00015800273,0.00022527501],"domain_scores_gemma":[0.99945974,0.0000328362,0.000031616437,0.00036333298,0.000024462417,0.000088030734],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033568536,0.00031186047,0.0003422348,0.000076566925,0.000020115027,0.0000387085,0.00017524978,0.00033758243,0.00081660895],"category_scores_gemma":[0.0000030734755,0.00029653285,0.00015038643,0.0000043328628,0.000046462967,0.000024762352,0.000041289826,0.00031786074,0.0023822894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000984999,0.00000397776,0.000014184617,0.00070218777,0.00044038516,0.00010083898,0.00011922368,0.00022695416,0.0027229486,0.9343157,0.02479259,0.036551204],"study_design_scores_gemma":[0.00013846303,0.000030791613,0.00001441309,0.0002157161,0.000059774477,0.000006798709,0.000004333768,0.0002368698,0.0007117571,0.009824899,0.9882248,0.00053137343],"about_ca_topic_score_codex":0.000005972171,"about_ca_topic_score_gemma":0.000018911061,"teacher_disagreement_score":0.9634322,"about_ca_system_score_codex":0.000040709776,"about_ca_system_score_gemma":0.000022152126,"threshold_uncertainty_score":0.9999487},"labels":[],"label_agreement":null},{"id":"W4254927118","doi":"10.1117/3.853623.ch57","title":"Mercury Cadmium Telluride (HgCdTe) Photodetectors","year":2010,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Advanced Semiconductor Detectors and Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Mercury cadmium telluride; Mercury (programming language); Photodetector; Cadmium telluride photovoltaics; Optoelectronics; Cadmium; Materials science; Computer science; Detector; Metallurgy; Telecommunications","score_opus":0.011367818918724643,"score_gpt":0.20312755925722345,"score_spread":0.1917597403384988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254927118","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07450501,0.00055200997,0.00013178813,0.0000028304896,0.008512703,0.00069603574,0.00025926283,0.0015109988,0.9138294],"genre_scores_gemma":[0.09966762,0.0001644722,0.0019998045,0.00011867912,0.0031286858,0.00009402156,0.0000873834,0.0010868752,0.89365244],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982113,0.0000036448982,0.00053755543,0.0004743248,0.00026830306,0.00050486374],"domain_scores_gemma":[0.99874395,0.00004094463,0.00013854458,0.0007890023,0.000053090873,0.00023449518],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010177451,0.00075343886,0.00071736344,0.00020243277,0.00008955634,0.000059289185,0.00035961336,0.00092894456,0.0018155639],"category_scores_gemma":[0.000014943984,0.0007567278,0.00025793133,0.000009843538,0.00014202335,0.000058148173,0.00009640589,0.0010425142,0.00050050503],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007743127,0.0000017525525,7.146279e-7,0.00015450062,0.00009920047,0.000042674805,0.00006564588,0.00001798329,0.9940194,0.0014473405,0.000691128,0.0034519166],"study_design_scores_gemma":[0.00013642678,0.000029075833,0.0000018362903,0.000098968085,0.0000614336,0.000017694829,0.000002811082,0.000006032924,0.46443903,0.0074314866,0.52708185,0.0006933553],"about_ca_topic_score_codex":0.000025766913,"about_ca_topic_score_gemma":0.00009518847,"teacher_disagreement_score":0.52958035,"about_ca_system_score_codex":0.00011373105,"about_ca_system_score_gemma":0.000058412228,"threshold_uncertainty_score":0.99948835},"labels":[],"label_agreement":null},{"id":"W4256461231","doi":"10.1117/3.322162.bm","title":"Back Matter","year":2009,"lang":"en","type":"paratext","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Geology","score_opus":0.023179664874450286,"score_gpt":0.2751429911637897,"score_spread":0.25196332628933943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256461231","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007816138,0.00039847774,0.0000062927293,0.000068495574,0.001973439,0.0005398187,0.00048348875,0.000055123357,0.99569327],"genre_scores_gemma":[0.0002927032,0.0000033125023,0.0004939048,0.002229445,0.0017245511,0.000034584562,0.00043192922,0.00044469314,0.9943449],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976816,0.00003973852,0.0004272181,0.0007124781,0.00039519032,0.0007437785],"domain_scores_gemma":[0.998267,0.00001724474,0.00028916862,0.0011609384,0.00007756864,0.00018806137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012298375,0.0006593702,0.0006566616,0.0002798841,0.000075519325,0.0001472244,0.00064208684,0.00064933265,0.33180988],"category_scores_gemma":[0.0000030104889,0.00064008153,0.00028403164,0.000052466865,0.00013275366,0.000033663848,0.00013062895,0.0007851289,0.9962157],"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":[0.000023484765,0.000017561404,0.000005733586,0.00006377029,0.000061034367,0.0000114080085,0.000046688554,0.0000020895923,0.0012635774,0.000040092506,0.9974427,0.0010218166],"study_design_scores_gemma":[0.0003640515,0.000053186486,0.00010986512,0.0002204931,0.00005647792,0.000021914731,0.0000035016892,0.0000010685422,0.0014876178,0.000114639806,0.9968437,0.00072348333],"about_ca_topic_score_codex":0.000050320778,"about_ca_topic_score_gemma":0.000013110846,"teacher_disagreement_score":0.6644058,"about_ca_system_score_codex":0.00020135222,"about_ca_system_score_gemma":0.0001723434,"threshold_uncertainty_score":0.99960506},"labels":[],"label_agreement":null},{"id":"W4285076178","doi":"10.1117/3.2510243.ch62","title":"Quantum Wires","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Quantum; Physics; Quantum mechanics","score_opus":0.03349259125940784,"score_gpt":0.2498564639583221,"score_spread":0.21636387269891424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285076178","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005778698,0.0004318689,0.0000027640228,0.000018915245,0.0011579569,0.00069201895,0.00034851895,0.0005678735,0.99620223],"genre_scores_gemma":[0.0052686185,0.000005398158,0.00008191373,0.00019110438,0.00079551846,0.000011959606,0.000085377775,0.00081332907,0.9927468],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976354,0.000007905864,0.0004415539,0.00073880865,0.00066863396,0.00050768774],"domain_scores_gemma":[0.9978483,0.000058794267,0.0004003716,0.0014066849,0.000118861324,0.00016700219],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020732138,0.00070744765,0.00070712605,0.00033138366,0.00007967435,0.00007360066,0.0005710962,0.00071240985,0.0020990046],"category_scores_gemma":[0.000018671371,0.0006940584,0.0003890647,0.0000066120724,0.00026311865,0.000037874182,0.0002552767,0.0008503609,0.19841525],"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":[0.000045938694,0.000005043706,0.000007049918,0.00006970985,0.00017162961,0.000089960675,0.00007181008,5.3269963e-7,0.0012146757,0.93660533,0.05759716,0.00412115],"study_design_scores_gemma":[0.00034732462,0.000109515786,0.000023934945,0.00036175363,0.00013244957,0.000019598416,0.000004206415,0.000012043236,0.00026185898,0.089873955,0.90806484,0.00078852585],"about_ca_topic_score_codex":0.000041840518,"about_ca_topic_score_gemma":0.0000836854,"teacher_disagreement_score":0.8504677,"about_ca_system_score_codex":0.00019720382,"about_ca_system_score_gemma":0.00037243534,"threshold_uncertainty_score":0.99955106},"labels":[],"label_agreement":null},{"id":"W4285076182","doi":"10.1117/3.2510243.ch81","title":"Isotope Effect","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","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":"Wilfrid Laurier University","funders":"","keywords":"Isotope; Radiochemistry; Chemistry; Physics; Nuclear physics","score_opus":0.08062029316746526,"score_gpt":0.3953766492374256,"score_spread":0.31475635606996033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285076182","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058581033,0.0006161415,0.0000028613576,0.0001012456,0.002234511,0.0008028014,0.00008796545,0.00015351248,0.9901429],"genre_scores_gemma":[0.014868995,0.00012468659,0.000027544416,0.001295223,0.0008284102,0.000037427824,0.000063305975,0.00010151223,0.9826529],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985769,0.000026696878,0.00034255107,0.0004824818,0.00017816032,0.0003932156],"domain_scores_gemma":[0.99868965,0.00040971662,0.00018427196,0.0004332297,0.000060650746,0.0002224612],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026873918,0.0004785531,0.0005713732,0.00011356627,0.00012956558,0.00002519384,0.00031837003,0.0012553137,0.010445321],"category_scores_gemma":[0.000031602096,0.00042164559,0.00036445385,0.000010197815,0.0002029917,0.000027106495,0.00015698485,0.0019743468,0.0075709587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074127456,0.00008507786,0.0002263491,0.0005300662,0.0013699246,0.00022221405,0.00014785686,0.0000053088884,0.07052866,0.3661787,0.14749795,0.41246662],"study_design_scores_gemma":[0.0007655096,0.00022414164,0.000009449592,0.000072261515,0.00030755124,0.000024055138,0.0000014906551,0.000013958853,0.0221912,0.004045598,0.971901,0.0004437557],"about_ca_topic_score_codex":0.0000074953905,"about_ca_topic_score_gemma":0.0000067522715,"teacher_disagreement_score":0.82440305,"about_ca_system_score_codex":0.0001129824,"about_ca_system_score_gemma":0.00013034274,"threshold_uncertainty_score":0.9998235},"labels":[],"label_agreement":null},{"id":"W4285076189","doi":"10.1117/3.2510243.ch87","title":"BCS Theory","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Philosophy","score_opus":0.17428523813880603,"score_gpt":0.3722768833592751,"score_spread":0.19799164522046908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285076189","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009921604,0.001124359,0.0020856543,0.000026621641,0.0028934814,0.0004407529,0.00004345028,0.00009333527,0.99319315],"genre_scores_gemma":[0.016748235,0.0000012657812,0.00031439413,0.00042727444,0.00068366714,0.0000044443777,0.0000015124425,0.00008267579,0.98173654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943843,0.000054101234,0.0013379504,0.0010993836,0.0027670453,0.00035725508],"domain_scores_gemma":[0.993645,0.0024086705,0.00083327136,0.0025061637,0.00042998765,0.00017691613],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0034982022,0.00047541386,0.00097553176,0.00063284225,0.00017599405,0.00053106464,0.0016716253,0.00045187105,0.009557946],"category_scores_gemma":[0.0006254078,0.00033423363,0.0006518335,0.00003559968,0.00015852904,0.00006653898,0.00070406933,0.00051665853,0.029453954],"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":[0.000022646766,0.0000018343804,0.00000703915,0.000004515082,0.00002357123,0.000034375338,0.00007485306,0.0000024159465,0.000018120958,0.86009055,0.047697403,0.092022665],"study_design_scores_gemma":[0.00010290952,0.000029666855,0.000024957992,0.000084550134,0.000010548147,0.000015997708,0.000025335343,0.000017848995,0.0000033364122,0.49972093,0.4997426,0.00022132466],"about_ca_topic_score_codex":0.000006341636,"about_ca_topic_score_gemma":0.000031214855,"teacher_disagreement_score":0.4520452,"about_ca_system_score_codex":0.00006318002,"about_ca_system_score_gemma":0.0002773651,"threshold_uncertainty_score":0.99991095},"labels":[],"label_agreement":null},{"id":"W4288641369","doi":"10.1117/3.2510243.ch70","title":"Schottky Junction","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Materials science","score_opus":0.010562264409317384,"score_gpt":0.24170134406081534,"score_spread":0.23113907965149796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288641369","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014246891,0.00002657975,0.0027476405,0.000029873529,0.00018883798,0.00044533686,0.000069723006,0.00011706345,0.99623245],"genre_scores_gemma":[0.0063177412,0.0000018332033,0.000915183,0.00007254626,0.0005012482,0.000040014413,0.00015622296,0.000073794086,0.9919214],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992389,0.0000011720064,0.00019348809,0.00030209156,0.00010168889,0.00016265012],"domain_scores_gemma":[0.9992607,0.0000073870256,0.00014831476,0.00048797243,0.000046122517,0.00004947215],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000038149545,0.00024284865,0.00021515612,0.000059722228,0.000088864814,0.000045544457,0.000166492,0.0001424177,0.002588476],"category_scores_gemma":[1.8712333e-7,0.00024174675,0.00018947342,0.000005667443,0.000053284315,0.000020523134,0.000065893844,0.0003468199,0.0019176932],"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":[0.0000023105226,0.000004487199,0.000016102329,0.000008718617,0.000034872417,2.0041921e-7,0.000007644612,4.0842377e-7,0.0010441277,0.9612846,0.015918504,0.021678075],"study_design_scores_gemma":[0.00008639183,0.000028026481,0.000003818633,0.00006681986,0.000039831048,3.9113257e-7,0.000003558212,0.000005216753,0.0024426996,0.11136572,0.8857167,0.00024082213],"about_ca_topic_score_codex":0.000049618007,"about_ca_topic_score_gemma":0.0000018135445,"teacher_disagreement_score":0.8697982,"about_ca_system_score_codex":0.000030480185,"about_ca_system_score_gemma":0.00008281438,"threshold_uncertainty_score":0.9988594},"labels":[],"label_agreement":null},{"id":"W4288641392","doi":"10.1117/3.2510243.ch78","title":"Zero Resistivity","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Electrical resistivity and conductivity; Zero (linguistics); Materials science; Physics; Philosophy; Linguistics; Quantum mechanics","score_opus":0.024940589447391515,"score_gpt":0.22751171656262045,"score_spread":0.20257112711522893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288641392","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00073306955,0.00028247206,0.00007183221,0.00006286638,0.0005474916,0.0002107625,0.00009594136,0.0000670636,0.9979285],"genre_scores_gemma":[0.016300887,0.000008797085,0.00090817834,0.0003330661,0.0003608477,4.101955e-7,0.000054565637,0.00001108839,0.98202217],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998667,0.0000188932,0.00020519491,0.0004466034,0.00032799903,0.00033432923],"domain_scores_gemma":[0.9990401,0.00027283284,0.00011444782,0.00037128723,0.000035904228,0.00016539384],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001821044,0.0002917195,0.0004170378,0.00007160939,0.000087998116,0.000039079918,0.0002650857,0.00029517928,0.0042243833],"category_scores_gemma":[0.000035029072,0.00022728814,0.00021039887,0.000015034582,0.00009905416,0.000024125804,0.000023190581,0.0005251029,0.008470716],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035839672,0.000002906441,0.000122048856,0.00003682064,0.000033710316,0.000027882583,0.0000063968337,0.00000575637,0.000007758305,0.04498015,0.002478093,0.95226264],"study_design_scores_gemma":[0.00011088026,0.00025333592,0.0179939,0.00004649797,0.00004470687,0.0000036283834,3.2458212e-7,0.000056940604,0.00004921912,0.35420713,0.6268339,0.0003995263],"about_ca_topic_score_codex":0.00028491934,"about_ca_topic_score_gemma":0.00022657902,"teacher_disagreement_score":0.9518631,"about_ca_system_score_codex":0.000004278983,"about_ca_system_score_gemma":0.00009372876,"threshold_uncertainty_score":0.99668586},"labels":[],"label_agreement":null},{"id":"W4288641435","doi":"10.1117/3.2510243.ch99","title":"Magnetic Domains","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Computer science","score_opus":0.009307748267875447,"score_gpt":0.20923784844086765,"score_spread":0.1999301001729922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288641435","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038591344,0.010093759,0.000012835341,0.000059919752,0.0007255707,0.00050253636,0.00012246151,0.000037341462,0.9845864],"genre_scores_gemma":[0.010184998,0.00063788425,0.00031355588,0.00042015497,0.00080837274,0.000021576136,0.00021508647,0.0001233832,0.987275],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998265,0.000008962456,0.0003235164,0.0007319451,0.00025053063,0.00042002706],"domain_scores_gemma":[0.9987109,0.000012434203,0.00014989477,0.00093034917,0.00007870439,0.000117727104],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008552906,0.0005510258,0.00042055768,0.00008325878,0.00010512243,0.000032817683,0.0003628553,0.00062814413,0.00063919765],"category_scores_gemma":[0.000011800893,0.00055104797,0.0002896567,0.000006682346,0.00024113929,9.566396e-7,0.00035990396,0.00026437515,0.0011090202],"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":[0.0005375966,0.00009946754,0.0009490499,0.0010186296,0.0012966468,0.00047160004,0.0003801994,0.0000110513865,0.14192046,0.2846453,0.34389508,0.22477493],"study_design_scores_gemma":[0.00059377414,0.0012980223,0.00042996285,0.00007113058,0.000119414224,0.000038514707,0.000008068178,5.797954e-7,0.0008951539,0.003991488,0.9918331,0.0007208111],"about_ca_topic_score_codex":0.00000903406,"about_ca_topic_score_gemma":0.00011935389,"teacher_disagreement_score":0.647938,"about_ca_system_score_codex":0.000010842731,"about_ca_system_score_gemma":0.00014254957,"threshold_uncertainty_score":0.9996941},"labels":[],"label_agreement":null},{"id":"W4288641468","doi":"10.1117/3.2510243.ch96","title":"Diamagnetism and Paramagnetism","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Diamagnetism; Paramagnetism; Condensed matter physics; Physics; Quantum mechanics; Magnetic field","score_opus":0.009296526926376107,"score_gpt":0.2061177790805797,"score_spread":0.1968212521542036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288641468","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011996177,0.023660747,0.000011475691,0.00013948635,0.0006062914,0.0006262823,0.00013329663,0.000043803553,0.96278244],"genre_scores_gemma":[0.01815367,0.0030699435,0.00041705382,0.00045749632,0.00058816106,0.000028213031,0.000218856,0.00013833848,0.9769283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798334,0.000014234669,0.00036549068,0.0009206782,0.00025427996,0.00046197124],"domain_scores_gemma":[0.9986682,0.000024168972,0.00018817604,0.0008623296,0.00007793696,0.00017922235],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000116129355,0.00066909584,0.00052696595,0.000104598104,0.00013947485,0.000058947873,0.00030234514,0.00077150116,0.0003244599],"category_scores_gemma":[0.000017700611,0.0006870437,0.00019108098,0.000008113694,0.0004160223,0.0000024690485,0.0005252669,0.00034410768,0.00031004488],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040864153,0.000075117256,0.0014716374,0.0011089545,0.0012265829,0.00040289282,0.00052524643,0.000006137749,0.07033339,0.293636,0.19219124,0.43861416],"study_design_scores_gemma":[0.000780379,0.0014833902,0.0020648283,0.00010847265,0.00014621775,0.00008124036,0.000013230656,0.0000018170183,0.00045967198,0.0057426207,0.98815507,0.00096303906],"about_ca_topic_score_codex":0.000021710599,"about_ca_topic_score_gemma":0.00013622509,"teacher_disagreement_score":0.7959638,"about_ca_system_score_codex":0.000007638304,"about_ca_system_score_gemma":0.000121518824,"threshold_uncertainty_score":0.9995581},"labels":[],"label_agreement":null},{"id":"W4288641497","doi":"10.1117/3.2510243.ch67","title":"Coulomb Blockade","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Coulomb blockade; Blockade; Physics; Medicine; Quantum mechanics; Internal medicine; Voltage","score_opus":0.047050954614758646,"score_gpt":0.19450818000616166,"score_spread":0.14745722539140302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288641497","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000098564866,0.0015987718,0.000009537502,0.000062002655,0.005381864,0.00028321752,0.0010091986,0.00006582531,0.991491],"genre_scores_gemma":[0.0009283859,0.00012679206,0.000089257184,0.00027315546,0.00035130334,0.000007112473,0.000022637962,0.000069395704,0.99813193],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981935,8.042164e-7,0.00062249193,0.0007893557,0.000043772536,0.00035008823],"domain_scores_gemma":[0.99867725,0.000025366313,0.00050269236,0.00067839836,0.000026402051,0.00008987846],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028171684,0.00034490088,0.00078831846,0.00026346897,0.000111526584,0.000095127914,0.00038048433,0.00030397216,0.025479224],"category_scores_gemma":[0.000013417108,0.00041483997,0.00032768637,0.000008738912,0.00018457606,0.00004822495,0.00023530358,0.00027992533,0.20926143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043873333,0.0000041300764,0.000048527734,0.000025302186,0.000158016,0.000005611056,0.00010644976,0.0000017670719,8.1279705e-7,0.83031267,0.16864821,0.00068414083],"study_design_scores_gemma":[0.0002714299,0.000027130633,0.000022640188,0.000035929264,0.000017882427,0.000001968063,0.000020176522,0.000018246688,0.000005768251,0.08251056,0.9166227,0.00044557726],"about_ca_topic_score_codex":0.000029412633,"about_ca_topic_score_gemma":0.00000912874,"teacher_disagreement_score":0.74797446,"about_ca_system_score_codex":0.00013836558,"about_ca_system_score_gemma":0.000045616518,"threshold_uncertainty_score":0.99983037},"labels":[],"label_agreement":null},{"id":"W4288641502","doi":"10.1117/3.2510243.ch91","title":"Traditional Magnetism","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Magnetism; Physics; Condensed matter physics","score_opus":0.020077481868334947,"score_gpt":0.2071552179629309,"score_spread":0.18707773609459596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288641502","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019250619,0.0050320914,0.000016226833,0.00010530907,0.00086071214,0.00039880516,0.00034541154,0.000032688604,0.9912837],"genre_scores_gemma":[0.008744298,0.00040861976,0.00034185222,0.0004920076,0.0012567044,0.000024756417,0.00079153205,0.00010282048,0.98783743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983854,0.000007781272,0.000304812,0.0006743735,0.0002835484,0.00034407582],"domain_scores_gemma":[0.99899787,0.000014693065,0.00014760428,0.00062955776,0.00009941283,0.00011086868],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000076855875,0.000492792,0.00036253975,0.000077254765,0.00010453354,0.000029605246,0.00030391073,0.00060173025,0.0011433993],"category_scores_gemma":[0.000011508183,0.0005128055,0.00025195698,0.000006820186,0.00022970504,0.000001390867,0.00019226808,0.00027422502,0.0008944769],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002214837,0.00006390534,0.00017057979,0.0003788847,0.00077929907,0.00018909834,0.00012591352,0.0000076011925,0.045068752,0.44850022,0.42949417,0.0750001],"study_design_scores_gemma":[0.00054621865,0.0010102007,0.0008051251,0.00006781143,0.00008984448,0.000060422215,0.000004771989,7.762494e-7,0.0006803528,0.010099411,0.98594844,0.0006866354],"about_ca_topic_score_codex":0.000005959719,"about_ca_topic_score_gemma":0.000052387066,"teacher_disagreement_score":0.55645424,"about_ca_system_score_codex":0.000010550919,"about_ca_system_score_gemma":0.0001907743,"threshold_uncertainty_score":0.9998834},"labels":[],"label_agreement":null},{"id":"W4293256482","doi":"10.1117/3.2635872.ch28","title":"There is More to Teaching Optics and Photonics Than Science and Engineering","year":2022,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Photonics; Science and engineering; Engineering physics; Engineering; Engineering ethics; Optics; Physics","score_opus":0.00802597617220473,"score_gpt":0.2137147320478255,"score_spread":0.20568875587562077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293256482","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10853563,0.002850479,0.00031439634,0.000050421437,0.00097015226,0.0006765686,0.000051103034,0.0010881183,0.8854631],"genre_scores_gemma":[0.712809,0.000466942,0.08811184,0.0005843489,0.0006879964,0.00025199607,0.00002447312,0.0018793435,0.195184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984753,0.0000017179539,0.00021945835,0.00044520272,0.00045919433,0.00039908948],"domain_scores_gemma":[0.99928635,0.00003862931,0.000033164553,0.00038602328,0.000025946078,0.00022986809],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000280869,0.00043880826,0.00031054998,0.00031702776,0.00021784614,0.00013097902,0.00030511664,0.00013965848,0.000055385713],"category_scores_gemma":[0.000032607797,0.0005171122,0.000044917906,0.000028636008,0.000107009975,0.00008189089,0.000466624,0.0010486356,0.000008127467],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025105028,0.000017919167,0.00008352855,0.0018111848,0.0006178956,0.00036796863,0.025736714,0.16046461,0.3312499,0.43853903,0.000898246,0.04018791],"study_design_scores_gemma":[0.0004303951,0.00025490572,0.00012538067,0.0009003134,0.00010221709,0.00018831721,0.000385244,0.14807187,0.012415852,0.000321224,0.83434385,0.0024604513],"about_ca_topic_score_codex":0.000008821202,"about_ca_topic_score_gemma":0.0000010749009,"teacher_disagreement_score":0.8334456,"about_ca_system_score_codex":0.00030623528,"about_ca_system_score_gemma":0.000036495567,"threshold_uncertainty_score":0.999728},"labels":[],"label_agreement":null},{"id":"W4377967266","doi":"10.1117/3.2618157.ch9","title":"Space-Based AIS with a Norwegian Small-Satellite Constellation","year":2023,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Satellite Communication Systems","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 Waterloo; University of Toronto","funders":"","keywords":"Constellation; Payload (computing); Satellite; Satellite constellation; Telecommunications; Norwegian; Service (business); Systems engineering; Service provider; Computer science; Engineering; Aerospace engineering; Computer security; Business; Astronomy; Physics","score_opus":0.04047613992208065,"score_gpt":0.21294946365040615,"score_spread":0.1724733237283255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377967266","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019111588,0.001209552,0.00041224918,0.000045599594,0.00047515458,0.00079038343,0.000044326218,0.0016512097,0.9951804],"genre_scores_gemma":[0.06139187,0.0007593247,0.0027434612,0.00013595352,0.00056499173,0.00007722585,0.00041066116,0.0010771124,0.9328394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984215,0.00001579535,0.00051070104,0.00037584236,0.00034306242,0.00033308697],"domain_scores_gemma":[0.9978914,0.00019742882,0.0001840549,0.0014471466,0.00013035955,0.00014959522],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020461569,0.0005500545,0.0005192815,0.00039553462,0.000079540114,0.00010396964,0.00041303987,0.00046540287,0.00012592445],"category_scores_gemma":[0.000005890317,0.00055277994,0.00015443111,0.00004782395,0.00015398714,0.000027527363,0.00005750148,0.0005436097,0.0016627251],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003283631,0.000037258324,0.0009652498,0.005596802,0.0033223454,0.00070692814,0.0035742694,0.015957568,0.004351235,0.3720534,0.003489288,0.5896173],"study_design_scores_gemma":[0.00060926634,0.000073785,0.00006685483,0.0014606683,0.00011110396,0.000019438567,0.00003363482,0.0011027646,0.0011858611,0.001172205,0.99312574,0.0010386513],"about_ca_topic_score_codex":0.0000150067335,"about_ca_topic_score_gemma":0.0001488929,"teacher_disagreement_score":0.9896365,"about_ca_system_score_codex":0.00018683408,"about_ca_system_score_gemma":0.00010882445,"threshold_uncertainty_score":0.9996924},"labels":[],"label_agreement":null},{"id":"W4379804563","doi":"10.4182/zsgh5376.2003.113","title":"Chapter 7: Exotic Nonsocial Bees (Hymenoptera: Apiformes) in North America: Ecological Implications","year":2003,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":12,"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":"Fauna; Ecology; Nest (protein structural motif); Biology; Nectar; Pollination; Introduced species; Pollen; Competition (biology); Geography","score_opus":0.06312482799664466,"score_gpt":0.2119782721847924,"score_spread":0.14885344418814772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379804563","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24395373,0.00023778684,2.4721348e-7,0.00072979904,0.00008678167,0.00042259955,0.0003258149,0.00007958972,0.7541636],"genre_scores_gemma":[0.81971544,0.00051853113,0.00008417813,0.0019214443,0.00079489715,0.000111602996,0.00022097181,0.0000080813015,0.17662488],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847513,0.000010201852,0.00038016847,0.00050637167,0.00018607076,0.00044204693],"domain_scores_gemma":[0.9994786,0.0001225312,0.00019024011,0.00004939273,0.000048971695,0.00011030531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006963388,0.0003937409,0.0005132179,0.000031069772,0.00033327163,0.000051133455,0.00030063384,0.00027742307,0.0008606202],"category_scores_gemma":[0.000014322461,0.00016697163,0.00020561242,0.00003418241,0.00022575604,0.00003389518,0.00014847485,0.00037338823,0.00031996513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018180077,0.00039881308,0.031190539,0.000056397457,0.00042690555,0.00042258616,0.000575723,0.0000022469076,0.009442182,0.33411422,0.0065040425,0.61668456],"study_design_scores_gemma":[0.0001577845,0.0004272686,0.29212838,0.000040095365,0.000047485788,0.000018622637,0.000052271847,8.387319e-7,0.000010617849,0.008841853,0.6975945,0.00068025215],"about_ca_topic_score_codex":0.000048437923,"about_ca_topic_score_gemma":0.017577305,"teacher_disagreement_score":0.69109046,"about_ca_system_score_codex":0.000066742796,"about_ca_system_score_gemma":0.000010074038,"threshold_uncertainty_score":0.98085487},"labels":[],"label_agreement":null},{"id":"W4379805022","doi":"10.4182/zsgh5376.2003.127","title":"Chapter 8: Introducing the Alfalfa Leafcutting Bee, &lt;i&gt;Megachile rotundata&lt;/i&gt; (F.) (Hymenoptera: Megachilidae), into Australia: A Case Study","year":2003,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Plant and animal studies","field":"Agricultural and Biological 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":"Megachilidae; Pollination; Biology; Pollinator; Beekeeping; Ecology; Pollen","score_opus":0.04995483454892941,"score_gpt":0.23685544907051564,"score_spread":0.18690061452158624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379805022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7138673,0.0015304475,0.0000010159306,0.0009020643,0.00044942065,0.0020143113,0.00025978,0.00023691858,0.2807387],"genre_scores_gemma":[0.80710286,0.00007347208,0.00007695256,0.00044359037,0.0020850608,0.00009856738,0.000065052925,0.000020309488,0.1900341],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959943,0.00008272805,0.0008812351,0.0014324198,0.0006930789,0.00091623305],"domain_scores_gemma":[0.9985406,0.0003012023,0.0005099544,0.0002527369,0.00015161373,0.00024388594],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008728685,0.0010660477,0.0010008623,0.000065186505,0.0020764219,0.00040148787,0.00080949004,0.00039804992,0.00088804745],"category_scores_gemma":[0.00006343593,0.00042655447,0.00041354683,0.00006586618,0.00037629553,0.00013926327,0.00067801005,0.0009974279,0.00027248904],"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":[0.0005634893,0.0009042438,0.0020455406,0.00026612869,0.0042299246,0.018555757,0.013767359,0.000015597761,0.26778862,0.14923438,0.02687008,0.5157589],"study_design_scores_gemma":[0.0006412534,0.0019038782,0.001593115,0.00029158493,0.0006006776,0.0016071091,0.0013529521,0.000008041364,0.00034606195,0.0031652586,0.9865227,0.0019673854],"about_ca_topic_score_codex":0.0007760033,"about_ca_topic_score_gemma":0.033679195,"teacher_disagreement_score":0.9596526,"about_ca_system_score_codex":0.00010590283,"about_ca_system_score_gemma":0.000017664483,"threshold_uncertainty_score":0.9998186},"labels":[],"label_agreement":null},{"id":"W4379932324","doi":"10.4182/vxcd5297.2022.149","title":"Chapter 10: Biosynthetic Pathways and Chemical Communication Systems: XVIII International Congress of Entomology, Vancouver, 3-9 July 1988","year":2022,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Plant and animal studies","field":"Agricultural and Biological 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":"Entomology; Library science; Biology; Zoology; Computer science","score_opus":0.04369099552104187,"score_gpt":0.20519771000330309,"score_spread":0.16150671448226123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379932324","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10061297,0.0026980834,6.1884904e-8,0.00012406611,0.00069716445,0.0003555787,0.0011480126,0.000070645285,0.8942934],"genre_scores_gemma":[0.8367409,0.0008109255,0.000018103816,0.000058091602,0.00019138082,0.000029025487,0.00016273098,0.000004241731,0.16198458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990279,0.000010945558,0.00030630035,0.00027636896,0.00023407246,0.00014439493],"domain_scores_gemma":[0.99940675,0.00012511239,0.0002816225,0.000059355276,0.00007725785,0.000049905306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013743738,0.00021638931,0.00034211742,0.00002393913,0.00015176676,0.000022477421,0.00037959567,0.0001629511,0.000681067],"category_scores_gemma":[0.000013198476,0.000101836005,0.00010163598,0.000008329138,0.0002980405,0.000025290637,0.00047983634,0.00021380607,0.000018811137],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027990434,0.00008702057,0.00018446996,0.000098939425,0.000509593,0.00005675457,0.00030569613,4.650513e-7,0.143568,0.7956492,0.0113323,0.0479277],"study_design_scores_gemma":[0.00018343497,0.00020624287,0.0002160705,0.00019751153,0.00005627043,0.000028184197,0.00009212146,0.000011165087,0.0006910495,0.0033573746,0.9946276,0.00033298007],"about_ca_topic_score_codex":0.000122524,"about_ca_topic_score_gemma":0.0004730268,"teacher_disagreement_score":0.9832953,"about_ca_system_score_codex":0.000028735023,"about_ca_system_score_gemma":0.0000052444866,"threshold_uncertainty_score":0.7457206},"labels":[],"label_agreement":null},{"id":"W4387920230","doi":"10.1117/3.2538938.ch122","title":"Raman Cooling of Solids","year":2019,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Raman spectroscopy; Materials science; Optics; Physics","score_opus":0.021674952656701822,"score_gpt":0.23563127964666514,"score_spread":0.2139563269899633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387920230","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047242483,0.00007519224,0.00038240405,0.00002327894,0.00049271877,0.00028645905,0.00008977563,0.00009920208,0.99382675],"genre_scores_gemma":[0.43481082,0.0000050691356,0.0011439,0.000029547178,0.0004843168,0.000007111824,0.000028157834,0.000081196,0.5634099],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99884474,0.0000031270424,0.0004522802,0.00028978704,0.00016813043,0.0002419621],"domain_scores_gemma":[0.9989365,0.000033422,0.00027468495,0.0006333937,0.00008424818,0.000037794234],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010352975,0.00029937696,0.0005635799,0.00006295152,0.000043892593,0.000035589004,0.00041273964,0.00023308382,0.001404878],"category_scores_gemma":[0.000005384221,0.00025471614,0.0002226017,0.0000051538714,0.0001943829,0.00001535964,0.00038886402,0.00030928382,0.0001653368],"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":[0.000031709267,0.000008665243,0.0000074232403,0.00009686127,0.00013074164,0.0000015860202,0.000014792553,0.000010918194,0.0017482527,0.9813981,0.0006368784,0.015914056],"study_design_scores_gemma":[0.0005243216,0.0003046209,0.0000020586847,0.00073143205,0.0001889924,0.0000010680833,0.000053698794,0.000098625256,0.018262936,0.5046041,0.4743813,0.0008468244],"about_ca_topic_score_codex":0.000020553427,"about_ca_topic_score_gemma":3.4569416e-7,"teacher_disagreement_score":0.476794,"about_ca_system_score_codex":0.000017343555,"about_ca_system_score_gemma":0.00008563302,"threshold_uncertainty_score":0.9999905},"labels":[],"label_agreement":null},{"id":"W4402398104","doi":"10.1117/3.100278","title":"Field Guide to Optical Levitation and Levitodynamics","year":2024,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Levitation; Field (mathematics); Political science; Engineering; Mechanical engineering; Mathematics","score_opus":0.008698155759331977,"score_gpt":0.2902777492962068,"score_spread":0.28157959353687484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402398104","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009626821,0.000016339625,0.0085703945,0.0011413258,0.00031758612,0.00031437623,0.00013439983,0.000047194775,0.9884957],"genre_scores_gemma":[0.0075325486,6.795307e-7,0.0021424326,0.0004902847,0.0009188748,0.00013913999,0.00013155416,0.000044458615,0.9886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992249,0.000002925927,0.00022701029,0.0003066168,0.000095687465,0.00014284163],"domain_scores_gemma":[0.9994678,0.00008326455,0.000046831945,0.0002595894,0.000045746045,0.000096788775],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000041801064,0.00018621325,0.00017211906,0.00007969184,0.000077026554,0.00015310878,0.000107152766,0.00007995435,0.00024909986],"category_scores_gemma":[0.00000273297,0.00017721468,0.00009300959,0.000017761562,0.000024509554,0.000027814363,0.00010614295,0.00029796545,0.0007952367],"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":[0.000004054389,0.000014855052,0.000008913331,0.000046323326,0.0000891715,0.0000024192852,0.00008877709,0.0000040228174,0.00029522777,0.4495442,0.4700326,0.07986943],"study_design_scores_gemma":[0.000056198467,0.00004879173,0.000008353856,0.00015943483,0.00008723383,0.0000017809947,0.00003349168,0.00008110699,0.00042085553,0.04603415,0.95285773,0.00021084823],"about_ca_topic_score_codex":0.00004956194,"about_ca_topic_score_gemma":0.000021102624,"teacher_disagreement_score":0.48282513,"about_ca_system_score_codex":0.000045484303,"about_ca_system_score_gemma":0.000102930615,"threshold_uncertainty_score":0.9999828},"labels":[],"label_agreement":null},{"id":"W4403089167","doi":"10.1117/3.100272.ch8","title":"Education Breeds Confidence: An interview with Matthew Posner","year":2024,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"Global Educational Policies and Reforms","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":"Psychology; Mathematics education","score_opus":0.03018589017235782,"score_gpt":0.3295707969308791,"score_spread":0.29938490675852125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403089167","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038224607,0.0014696316,0.0000024498481,0.004485625,0.0017775357,0.00038414964,0.00002588677,0.00010215041,0.9913703],"genre_scores_gemma":[0.006063129,0.0001329532,0.00007221217,0.0022819974,0.0017281704,0.000029341803,0.000041624015,0.000049648625,0.9896009],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986866,0.000011192175,0.00023502014,0.0003221966,0.000470937,0.00027401786],"domain_scores_gemma":[0.99909544,0.000013990661,0.000133953,0.0003023575,0.00022012004,0.00023412151],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027411853,0.0002510585,0.00023531243,0.000120952456,0.00025534668,0.00022157391,0.00038464795,0.0002741276,0.0011452399],"category_scores_gemma":[0.0000062554777,0.0001685801,0.00011772923,0.000026631184,0.00051076815,0.000086988606,0.000053606447,0.0003144024,0.0008636608],"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":[0.0000032733005,0.000012575549,0.0000013546801,0.00006352899,0.000041281433,0.000002231715,0.003286901,1.6013436e-7,0.0000016108158,0.95744765,0.012203526,0.026935909],"study_design_scores_gemma":[0.000025362388,0.00006835998,0.000021216314,0.00058698904,0.000060915645,0.000009113307,0.001997946,2.8722772e-7,0.000001847007,0.24903841,0.7479767,0.00021284398],"about_ca_topic_score_codex":0.004561407,"about_ca_topic_score_gemma":0.0042308453,"teacher_disagreement_score":0.7357732,"about_ca_system_score_codex":0.0002454561,"about_ca_system_score_gemma":0.0019221028,"threshold_uncertainty_score":0.9999143},"labels":[],"label_agreement":null},{"id":"W4403089536","doi":"10.1117/3.100272.ch32","title":"Figuring Out What Matters: An interview with Ashok Balakrishnan","year":2024,"lang":"en","type":"book-chapter","venue":"SPIE eBooks","topic":"South Asian Studies and Diaspora","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":"Figuring; Mathematics; Sociology; Physics","score_opus":0.06470819638568695,"score_gpt":0.23771615395915022,"score_spread":0.17300795757346327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403089536","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011954779,0.0055083404,0.0000022897045,0.0005920995,0.0022252498,0.00036554728,0.000103278784,0.00029192047,0.99079174],"genre_scores_gemma":[0.0026744443,0.000109913024,0.000027018277,0.0030005178,0.0025188203,0.00004144409,0.0000642979,0.00020655664,0.99135697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983619,0.000005697942,0.00037741067,0.0005964676,0.00028680006,0.0003717472],"domain_scores_gemma":[0.99903405,0.000019766296,0.00016104562,0.0005503547,0.00008628303,0.00014847699],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000110667075,0.0005819603,0.0005838329,0.00016181059,0.00024199225,0.0012795579,0.00029031697,0.00013742587,0.004930588],"category_scores_gemma":[0.0000011327259,0.00043682463,0.0002533188,0.000002937811,0.00035729076,0.00023721339,0.0001815924,0.00046341715,0.0027231856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003264148,0.000014560755,0.000001716596,0.00076120015,0.0006245557,0.00042721545,0.06227823,1.7206862e-7,5.610525e-7,0.84741575,0.026121236,0.06232214],"study_design_scores_gemma":[0.00017484903,0.00023871682,0.000001557452,0.0035404614,0.00027395887,0.0000082415045,0.01318309,9.807011e-7,0.00000331107,0.014062333,0.9679118,0.00060072454],"about_ca_topic_score_codex":0.000033825454,"about_ca_topic_score_gemma":0.0014908426,"teacher_disagreement_score":0.9417905,"about_ca_system_score_codex":0.00005676415,"about_ca_system_score_gemma":0.000039455037,"threshold_uncertainty_score":0.9998084},"labels":[],"label_agreement":null},{"id":"W572024210","doi":"","title":"Optical Data Storage 2006 : 23-26 April 2006, Montreal, Canada","year":2006,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.015526162533886839,"score_gpt":0.20291496320066868,"score_spread":0.18738880066678185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W572024210","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014751552,0.0029420392,0.000056994493,0.000030477315,0.0018305936,0.00034487763,0.00250899,0.0005125686,0.99029833],"genre_scores_gemma":[0.0028285922,0.00003357136,0.0005228575,0.0002848434,0.0019885441,0.000021244276,0.0021056058,0.0003780498,0.99183667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742186,0.000008665589,0.00054725114,0.00069773826,0.000577461,0.0007470352],"domain_scores_gemma":[0.99773055,0.00012806298,0.00007991653,0.0016572558,0.000060240844,0.00034398676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011601507,0.00066823326,0.0007099075,0.00009996987,0.00008281006,0.00011827461,0.0011222243,0.00053454906,0.00018801828],"category_scores_gemma":[0.000025590349,0.00066413765,0.00010523285,0.00003443769,0.00011363449,0.00008775792,0.00027710036,0.00086518057,0.00018772164],"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":[0.0000048017273,0.000008182442,0.0000056174863,0.00018938589,0.00012637455,0.00041559225,0.0000063873163,0.00065716775,0.00008573071,0.00084099197,0.99457115,0.0030886014],"study_design_scores_gemma":[0.00028601286,0.000021709122,0.00010546571,0.00015908886,0.00018118536,0.0000140007805,0.0000063225357,0.0034165615,0.00010722761,0.00047881063,0.9943766,0.00084700127],"about_ca_topic_score_codex":0.20527041,"about_ca_topic_score_gemma":0.7813786,"teacher_disagreement_score":0.5761082,"about_ca_system_score_codex":0.0005772405,"about_ca_system_score_gemma":0.0010399539,"threshold_uncertainty_score":0.999581},"labels":[],"label_agreement":null},{"id":"W579611718","doi":"","title":"Optical data storage 2003 : 11-14 May 2003, Vancouver, British Columbia, Canada","year":2003,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; History; Library science; Computer science","score_opus":0.013317919019637288,"score_gpt":0.1940405795481559,"score_spread":0.18072266052851862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W579611718","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021933815,0.0029565205,0.000044513512,0.0000054325837,0.011413117,0.0006408661,0.0026441303,0.00029731492,0.9798047],"genre_scores_gemma":[0.00036541032,0.000097644515,0.0012800517,0.00050328183,0.00068655616,0.000027114169,0.00078004046,0.00026817553,0.9959917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970446,0.000016674025,0.00058836397,0.0008324798,0.00065373833,0.00086413743],"domain_scores_gemma":[0.99753505,0.000065132655,0.00008733346,0.001527963,0.00027151222,0.0005130226],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018119258,0.0004949499,0.00079455395,0.00004476567,0.00013341462,0.0004162985,0.0010851197,0.00062370626,0.0018563075],"category_scores_gemma":[0.00017419845,0.00079164124,0.00006752215,0.000111948255,0.0001516463,0.000119257675,0.00022440443,0.00097389147,0.0000650696],"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":[0.000001171226,0.000008682534,0.000030286403,0.00022756176,0.00012818848,0.0007659224,0.000004057437,0.000031452495,0.000012361057,0.0001856227,0.995624,0.0029806837],"study_design_scores_gemma":[0.00036664368,0.000022187562,0.000036342073,0.00029413248,0.00015535828,0.0000372106,0.000015816528,0.0005004144,0.000022961778,0.00016152376,0.997439,0.0009483914],"about_ca_topic_score_codex":0.40530857,"about_ca_topic_score_gemma":0.9937144,"teacher_disagreement_score":0.58840585,"about_ca_system_score_codex":0.00074663205,"about_ca_system_score_gemma":0.0030314692,"threshold_uncertainty_score":0.9994534},"labels":[],"label_agreement":null},{"id":"W611415660","doi":"","title":"International optical design conference 2006 : 4-8 June 2006, Vancouver, British Columbia, Canada","year":2006,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Trilogy; Computer science; Optics; Artificial intelligence; Art history; History; Physics","score_opus":0.012005326509708827,"score_gpt":0.19857133641059196,"score_spread":0.18656600990088312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W611415660","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014833956,0.000031027346,0.020011486,0.000025081405,0.0027292743,0.0003879734,0.0010746283,0.000031351723,0.97556084],"genre_scores_gemma":[0.008521674,0.0000011423683,0.0047459644,0.00009306776,0.0017814465,0.00001502574,0.00046561775,0.00009032083,0.9842857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978866,0.000016961747,0.00048156554,0.00056900067,0.0005407307,0.00050517055],"domain_scores_gemma":[0.9988047,0.000080728736,0.00028810327,0.0003047682,0.00034289973,0.00017879649],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009951456,0.000345138,0.0005077478,0.000036337766,0.00020856189,0.0004630356,0.0003549818,0.00018184156,0.0011656304],"category_scores_gemma":[0.000005260753,0.0005599009,0.00015841605,0.000016695372,0.00017055038,0.000049408256,0.0001479398,0.0005792381,0.00002436964],"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":[0.0000057993807,0.000027928725,0.00013428277,0.000008125573,0.00016350149,0.00012094864,0.0000060865514,0.000056428085,0.000012586321,0.005157182,0.976346,0.017961107],"study_design_scores_gemma":[0.0005056952,0.000030647832,0.000105616535,0.00023862638,0.00009235133,0.0000052465302,0.00002267151,0.000482678,0.00002662008,0.01468897,0.9831022,0.00069864746],"about_ca_topic_score_codex":0.80920494,"about_ca_topic_score_gemma":0.96345633,"teacher_disagreement_score":0.15425138,"about_ca_system_score_codex":0.00040046294,"about_ca_system_score_gemma":0.0027813644,"threshold_uncertainty_score":0.99974746},"labels":[],"label_agreement":null},{"id":"W614892215","doi":"","title":"Photonics North 2006 : 5-8 June 2006, Quebec City, Quebec, Canada","year":2006,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Optical Coherence Tomography Applications","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":"Optical coherence tomography; Photonics; Physics; Optics; Art; Art history","score_opus":0.007238189007050308,"score_gpt":0.1858033130907591,"score_spread":0.17856512408370878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W614892215","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015231437,0.0008812611,0.00019332822,0.0000771709,0.0008093278,0.0009831514,0.0010828052,0.0007382897,0.99371153],"genre_scores_gemma":[0.0014915552,0.000015552288,0.00066832,0.00013672595,0.00036719674,0.0002667998,0.0007017489,0.00022009399,0.996132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973609,0.000008905563,0.00065599347,0.0005676466,0.00061479304,0.000791799],"domain_scores_gemma":[0.9982186,0.000085892236,0.00013563078,0.0011069431,0.00014576325,0.00030719672],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006476209,0.00073801086,0.00064040517,0.00022077202,0.00014003245,0.00011348766,0.00072179537,0.00051715947,0.00031987732],"category_scores_gemma":[0.000007976471,0.0008470849,0.00024624285,0.00014549166,0.00019583476,0.00005228667,0.00010631623,0.001128712,0.00013753874],"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":[0.0000026286932,0.000015494337,0.000082839986,0.0001736306,0.00013379692,0.000046964593,0.000016729917,0.0011848076,0.000019680616,0.0058643357,0.988624,0.0038351053],"study_design_scores_gemma":[0.00017855948,0.000008757718,0.00072162395,0.00008956094,0.00013155375,0.0000032808969,0.0000031551217,0.0003416406,0.000092664784,0.0014166395,0.99608195,0.0009306423],"about_ca_topic_score_codex":0.8930828,"about_ca_topic_score_gemma":0.99978334,"teacher_disagreement_score":0.106700584,"about_ca_system_score_codex":0.0014697872,"about_ca_system_score_gemma":0.0026920678,"threshold_uncertainty_score":0.999398},"labels":[],"label_agreement":null},{"id":"W633256022","doi":"","title":"Optical data storage 2000 : 14-17 May, 2000, Whistler, Canada","year":2000,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Whistler; Environmental science; Meteorology; Computer science; Geography; Physics; Nuclear physics","score_opus":0.02250777813008708,"score_gpt":0.21651792065958225,"score_spread":0.19401014252949517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W633256022","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008616629,0.004060105,0.000010074965,0.00004502323,0.0018567685,0.00030698307,0.0014327464,0.0003125398,0.9911141],"genre_scores_gemma":[0.00084144267,0.00011767493,0.00042640648,0.00045521962,0.0012486546,0.000015056546,0.0011018679,0.00023111825,0.99556255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974178,0.000009024116,0.00052297127,0.00072021276,0.0005809606,0.00074901915],"domain_scores_gemma":[0.9975209,0.00010591498,0.00005789942,0.0018218876,0.00004341143,0.00044998713],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011855323,0.0006638534,0.00069708703,0.000102626225,0.00008892163,0.000115960895,0.0013222861,0.00055748445,0.0042390786],"category_scores_gemma":[0.000018841654,0.00067271944,0.000103471095,0.000036457248,0.000134232,0.0000980793,0.00021446873,0.0010550737,0.0003613687],"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":[0.000009746114,0.0000070447863,0.0000012532006,0.00016189643,0.00015545516,0.0004003906,0.000029825378,0.00027738372,0.000044830285,0.0006080313,0.99085474,0.0074493834],"study_design_scores_gemma":[0.00024063473,0.000022608228,0.0000109346265,0.00019951304,0.00014001619,0.000020839947,0.000007209137,0.001308128,0.00007402328,0.00021047505,0.996966,0.0007996379],"about_ca_topic_score_codex":0.022752268,"about_ca_topic_score_gemma":0.15770145,"teacher_disagreement_score":0.13494918,"about_ca_system_score_codex":0.0011241356,"about_ca_system_score_gemma":0.0027826983,"threshold_uncertainty_score":0.9995724},"labels":[],"label_agreement":null}]}