{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"eca5e2237cbc","filters":{"venue":"Hogrefe Publishing eBooks"}},"results":[{"id":"W4375844691","doi":"10.1027/00632-000","title":"Clinical Handbook of Psychotropic Drugs","year":2023,"lang":"en","type":"book","venue":"Hogrefe Publishing eBooks","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Levomepromazine; Readability; Psychiatry; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1545513407231362,"gpt":0.4255398731564827,"spread":0.2709885324333465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006774598,0.001161866,0.001502496,0.002701195,0.0006477287,0.002286735,0.001421178,0.001372116,0.2464224],"category_scores_gemma":[0.003506935,0.0005796623,0.0006688888,0.002018131,0.0003690632,0.001812684,0.001264357,0.003217097,0.2225444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005952169,"about_ca_system_score_gemma":0.001991498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403896,"about_ca_topic_score_gemma":0.002999599,"domain_scores_codex":[0.9990594,0.0001103313,0.0001134724,0.00009170226,0.0005788547,0.00004625517],"domain_scores_gemma":[0.9985765,0.0003524446,0.0001325986,0.0001163102,0.0006428485,0.0001793379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000450922,0.00008787229,0.00009163112,0.0007114446,0.000005846781,0.0001258391,0.00004860198,0.00007062313,0.0005713468,0.001157371,0.7673838,0.2297005],"study_design_scores_gemma":[0.00001126585,0.00003441014,0.0002362072,0.0002333856,0.00000310606,0.0005794331,0.00001545234,0.00003101687,0.00008996178,0.000450837,0.9983081,0.000006758739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001590579,0.2753417,0.01393248,0.01576545,0.01448972,0.001871536,0.0144222,0.007420791,0.6551656],"genre_scores_gemma":[0.005816187,0.1467015,0.02543611,0.01422227,0.003855695,0.001431021,0.01160934,0.001241597,0.7896863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2464224,"threshold_uncertainty_score":0.824365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410311075","doi":"10.1027/00668-000","title":"Clinical Handbook of Psychotropic Drugs","year":2025,"lang":"en","type":"book","venue":"Hogrefe Publishing eBooks","topic":"Treatment of Major Depression","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychotropic drug; Medicine; Psychotropic Agent; Psychology; Psychiatry; Drug","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03684002118450503,"gpt":0.3380878808842443,"spread":0.3012478596997393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006988582,0.001210869,0.00157667,0.002854101,0.0006525562,0.002316979,0.001497608,0.001394359,0.2434144],"category_scores_gemma":[0.003653672,0.0006079997,0.0006649367,0.002177919,0.0003806991,0.001776319,0.001249452,0.003180994,0.2265129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000602454,"about_ca_system_score_gemma":0.002084038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137747,"about_ca_topic_score_gemma":0.00287205,"domain_scores_codex":[0.9989875,0.0001213682,0.0001220076,0.00009785036,0.0006227685,0.00004846513],"domain_scores_gemma":[0.9985701,0.0003574956,0.0001351104,0.0001214666,0.0006374902,0.0001783154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004856959,0.00009714813,0.00009011575,0.0007625091,0.000006023697,0.000122912,0.00004835934,0.00007614685,0.000585296,0.001151681,0.7597756,0.2372357],"study_design_scores_gemma":[0.00001174063,0.00003554163,0.000242375,0.0002407429,0.000003083003,0.0005434657,0.0000147503,0.00003104457,0.00008812692,0.0004586282,0.9983234,0.00000709857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001612385,0.3046622,0.01462258,0.01457161,0.01560043,0.0020388,0.01520846,0.007604764,0.6240788],"genre_scores_gemma":[0.005797836,0.1520123,0.02640043,0.01274309,0.003714057,0.001554286,0.01230182,0.001192016,0.7842841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2434144,"threshold_uncertainty_score":0.8143021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135792782","doi":"10.1027/00593-000","title":"Clinical Handbook of Psychotropic Drugs","year":2021,"lang":"en","type":"book","venue":"Hogrefe Publishing eBooks","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Psychotropic drug; Alternative medicine; Class (philosophy); Drug; Psychology; Family medicine; Psychiatry; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07808541016066517,"gpt":0.3656492813069126,"spread":0.2875638711462474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003480945,0.001290145,0.001201116,0.002417161,0.0006976207,0.00232088,0.001014467,0.001106757,0.2460461],"category_scores_gemma":[0.002220411,0.0005028491,0.0005317096,0.002063909,0.0003500845,0.001836174,0.001146452,0.002920456,0.25001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573144,"about_ca_system_score_gemma":0.001699629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143044,"about_ca_topic_score_gemma":0.003680997,"domain_scores_codex":[0.9994245,0.00005571107,0.00004089762,0.00005487429,0.0003971826,0.00002685979],"domain_scores_gemma":[0.9991481,0.0002090063,0.00006698762,0.00006670108,0.0003803499,0.0001288776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001986729,0.00005759811,0.00004324589,0.0003305113,0.000002591578,0.000073597,0.00003312654,0.00007484536,0.0003627051,0.001321537,0.8395181,0.1581623],"study_design_scores_gemma":[0.000004685211,0.00001250743,0.0001260037,0.0001346309,0.000001218183,0.0003306325,0.00001034873,0.00003026034,0.00004995948,0.0005379522,0.9987577,0.000004122569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000784773,0.1207033,0.008921775,0.008410875,0.01483634,0.000890516,0.005859766,0.004885653,0.834707],"genre_scores_gemma":[0.001805832,0.04201046,0.01128896,0.005508124,0.00175172,0.0004605235,0.003016029,0.0006201668,0.9335382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2460461,"threshold_uncertainty_score":0.8231063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}