{"meta":{"query_hash":"a83cb2952816","filters":{"venue":"American Psychiatric Association Publishing eBooks"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/a83cb2952816","api":"https://metacan.xera.ac/api/v1/cohort?venue=American+Psychiatric+Association+Publishing+eBooks"},"results":[{"id":"W3126212062","doi":"10.1176/appi.books.9781615373970.kb40","title":"Chapter 40. Cross-Cultural Aspects of Substance-Related and Addictive Disorders","year":2021,"lang":"en","type":"book-chapter","venue":"American Psychiatric Association Publishing eBooks","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Addiction; Psychology; Ethnic group; Context (archaeology); Cross-cultural; Psychiatry; Sociology; Geography; Anthropology","score_opus":0.010058482092649779,"score_gpt":0.2563074933778614,"score_spread":0.24624901128521162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126212062","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013787476,0.1756383,0.0013486033,0.016669732,0.011378629,0.00012619715,0.00016132473,0.000096510244,0.79320204],"genre_scores_gemma":[0.010526051,0.13131428,0.0023897267,0.01524921,0.004593862,0.00016893179,0.0002374189,0.00015608565,0.83536446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997552,0.000057762412,0.000013865504,0.00003113743,0.00011413761,0.000027943935],"domain_scores_gemma":[0.9997354,0.00012347837,0.00001614442,0.000012578456,0.000065296794,0.000047140635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034476904,0.000724086,0.0003665679,0.0009718182,0.0019405753,0.0023084031,0.00049605034,0.0011571572,0.036122795],"category_scores_gemma":[0.0006893901,0.00021961305,0.0003824559,0.000920617,0.0013387977,0.0021243729,0.0018661062,0.0028809004,0.00990444],"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":[0.0000118645885,0.00006781163,0.00024799898,0.00055729836,0.000005224311,0.00026083022,0.00488942,0.0001092159,0.0003628138,0.0696454,0.71876955,0.20507261],"study_design_scores_gemma":[0.0000013002506,0.0000073178835,0.0003895321,0.00045396283,0.0000013543671,0.00046275996,0.00047129905,0.00002030471,0.000031836433,0.006372022,0.99178493,0.0000033467243],"about_ca_topic_score_codex":0.0034495282,"about_ca_topic_score_gemma":0.010430975,"teacher_disagreement_score":0.036122795,"about_ca_system_score_codex":0.0015327987,"about_ca_system_score_gemma":0.0020508461,"threshold_uncertainty_score":0.120842814},"labels":[],"label_agreement":null},{"id":"W4405059640","doi":"10.1176/appi.books.9781615378333","title":"Psychiatry Review and Canadian Certification Exam Preparation Guide","year":2012,"lang":"en","type":"book","venue":"American Psychiatric Association Publishing eBooks","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Certification; Psychology; Medical education; Library science; Medicine; Political science; Computer science; Law","score_opus":0.010462750765588478,"score_gpt":0.26192870268370133,"score_spread":0.25146595191811283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405059640","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00051754946,0.04019237,0.0012762338,0.040696308,0.029865386,0.00042907213,0.007581632,0.0012842442,0.87815726],"genre_scores_gemma":[0.0017547454,0.02143202,0.0015344211,0.007171011,0.002502413,0.00011441132,0.0030755529,0.0002661843,0.96214914],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987437,0.00005819189,0.0000514422,0.00004875729,0.0009562666,0.00014158963],"domain_scores_gemma":[0.9915616,0.00041752946,0.00017404884,0.000119817596,0.006826995,0.00090011244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00107862,0.00091786776,0.00081498653,0.007923322,0.002466543,0.0027495695,0.0018032034,0.0020049138,0.20965825],"category_scores_gemma":[0.0062198597,0.00063722156,0.00069693034,0.0053246464,0.0006155461,0.0014274755,0.0011513551,0.002008379,0.09004735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011900274,0.000003485136,0.000025287034,0.00002912633,3.3033803e-7,0.000011306182,0.0000044305852,0.00001540716,0.000010223924,0.00028742215,0.9836066,0.01600516],"study_design_scores_gemma":[0.0000026521889,0.0000027925555,0.00065374636,0.00015251404,0.000001796734,0.000073222756,0.000025222587,0.00002191512,0.000014945913,0.00025421707,0.9987914,0.0000055852524],"about_ca_topic_score_codex":0.5638597,"about_ca_topic_score_gemma":0.85304916,"teacher_disagreement_score":0.5638597,"about_ca_system_score_codex":0.009563635,"about_ca_system_score_gemma":0.039355516,"threshold_uncertainty_score":0.8774176},"labels":[],"label_agreement":null},{"id":"W4405061322","doi":"10.1176/appi.books.9781615379750.lg04","title":"Chapter 4. Delineating the Meaning of Disturbance of Mind in Canadian Infanticide Law","year":2020,"lang":"en","type":"book-chapter","venue":"American Psychiatric Association Publishing eBooks","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disturbance (geology); Meaning (existential); Law; Psychology; Psychoanalysis; Epistemology; Philosophy; Political science; Geology; Paleontology","score_opus":0.018963689405661652,"score_gpt":0.2655176989360784,"score_spread":0.24655400953041676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405061322","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003858572,0.0663337,0.0012763403,0.018558906,0.001587506,0.000059220805,0.00015279108,0.000049105318,0.90812385],"genre_scores_gemma":[0.16133767,0.074323684,0.002888515,0.009118335,0.0009980965,0.00009992036,0.0002491779,0.00009052242,0.7508941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995498,0.0000641738,0.000010374079,0.000028328837,0.00023358256,0.00011375895],"domain_scores_gemma":[0.9996661,0.00011943777,0.000017396142,0.0000098864475,0.00014476303,0.000042364703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047295698,0.00049608486,0.0002486425,0.002585997,0.006452741,0.0038197758,0.0011022305,0.0020277752,0.01425307],"category_scores_gemma":[0.0011110234,0.00023167075,0.0003493673,0.0022534602,0.006319971,0.0013440633,0.0010106663,0.0024475185,0.00087987486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071337868,0.000014554728,0.00042692912,0.00012464056,0.0000030100184,0.00026427078,0.011392364,0.00017869571,0.00020978857,0.6995358,0.22981264,0.05803013],"study_design_scores_gemma":[0.0000024806418,0.0000068321524,0.004975259,0.00071164157,0.000008389294,0.0003424918,0.006064708,0.00019032351,0.00016742448,0.054743078,0.93277,0.000017324286],"about_ca_topic_score_codex":0.7828577,"about_ca_topic_score_gemma":0.9099506,"teacher_disagreement_score":0.96797734,"about_ca_system_score_codex":0.032022662,"about_ca_system_score_gemma":0.026627915,"threshold_uncertainty_score":0.43684214},"labels":[],"label_agreement":null},{"id":"W4405062745","doi":"10.1176/appi.books.9781615379750.lg12","title":"Chapter 12. Maternal Filicide in Canadian News: A DECADE IN REVIEW","year":2020,"lang":"en","type":"book-chapter","venue":"American Psychiatric Association Publishing eBooks","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Criminology; Psychology; Political science; History","score_opus":0.013412436803356818,"score_gpt":0.26006005009328453,"score_spread":0.2466476132899277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405062745","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008799241,0.9789387,0.000028444401,0.0050314656,0.0049320967,0.000013131834,0.00020352847,0.000020084242,0.0107445],"genre_scores_gemma":[0.00074020535,0.9849829,0.0000990139,0.002574945,0.002167549,0.000011748962,0.00019511867,0.000009383237,0.0092191845],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989511,0.00008568143,0.00007665214,0.00004850137,0.0006648279,0.00017315026],"domain_scores_gemma":[0.9964502,0.00080635864,0.00032705942,0.000043308402,0.0019736043,0.00039950662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014674623,0.0013322256,0.0013633098,0.012103938,0.002084981,0.005193508,0.001502342,0.0017254954,0.037393752],"category_scores_gemma":[0.006288889,0.00041847402,0.0006258523,0.018012911,0.0015959593,0.0023173653,0.0015232902,0.0023322492,0.0059228656],"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":[0.000016706012,0.000015054529,0.00022571579,0.0042748246,0.000019961213,0.00006999555,0.00023615998,0.000030712647,0.000039326114,0.0020519637,0.7407444,0.25227517],"study_design_scores_gemma":[0.000004312258,0.0000066665466,0.001363331,0.008122918,0.00004586723,0.00013088794,0.00029110795,0.000011917023,0.000022688586,0.00026549143,0.9897238,0.000010991014],"about_ca_topic_score_codex":0.58172935,"about_ca_topic_score_gemma":0.784886,"teacher_disagreement_score":0.41827065,"about_ca_system_score_codex":0.015976842,"about_ca_system_score_gemma":0.043753065,"threshold_uncertainty_score":0.84146786},"labels":[],"label_agreement":null},{"id":"W4405090266","doi":"10.1176/appi.books.9781615376483.lg22","title":"Chapter 22. Comparison of Female Japanese and Canadian Eating Disorder Patients on the Eating Disorder Inventory","year":2011,"lang":"en","type":"book-chapter","venue":"American Psychiatric Association Publishing eBooks","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":2,"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":"Psychology; Eating disorders; Eating Disorder Inventory; Clinical psychology; Psychiatry; Bulimia nervosa","score_opus":0.02264449610140063,"score_gpt":0.2654354862033622,"score_spread":0.2427909901019616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405090266","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15414862,0.045570757,0.001688077,0.0083943475,0.0039566103,0.00027375226,0.015482747,0.0004088231,0.77007633],"genre_scores_gemma":[0.20210472,0.026036767,0.0033591597,0.001859543,0.0004453609,0.00017992781,0.0115640005,0.00023932572,0.7542111],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99992955,0.00000311786,0.0000021307344,0.0000068205477,0.000040012907,0.000018313674],"domain_scores_gemma":[0.9999392,0.0000130833005,0.0000050044127,0.0000015180926,0.000027101345,0.000014091283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013231952,0.00032401827,0.00019465605,0.00082011876,0.0008310003,0.00052173325,0.0003208545,0.00016975016,0.038244165],"category_scores_gemma":[0.0003112514,0.0001194912,0.00020567336,0.00083674863,0.00015786439,0.0002447405,0.00019244775,0.00028251766,0.0039125555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021242109,0.00016492158,0.026135014,0.00024271144,0.000020166273,0.00060700404,0.0038502915,0.00013129412,0.0027556145,0.004492535,0.5691739,0.39221418],"study_design_scores_gemma":[0.000020288673,0.00013316765,0.47185907,0.00032500815,0.00003675963,0.0018619569,0.0041513303,0.0001875996,0.0012331031,0.0015010271,0.5186571,0.00003367609],"about_ca_topic_score_codex":0.18284313,"about_ca_topic_score_gemma":0.45441222,"teacher_disagreement_score":0.81715685,"about_ca_system_score_codex":0.0017996749,"about_ca_system_score_gemma":0.0018840885,"threshold_uncertainty_score":0.36355776},"labels":[],"label_agreement":null}]}