{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"210ccde76eef","filters":{"venue":"The Policy Press eBooks"}},"results":[{"id":"W4312666016","doi":"10.51952/9781447307402.bm001","title":"Index","year":2012,"lang":"en","type":"paratext","venue":"The Policy Press eBooks","topic":"Historical Gender and Feminism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biography; Narrative; Sociology; Argument (complex analysis); Identity (music); Gender studies; Turning point; History; Aesthetics; Period (music); Art; Literature; Art history","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1123682587582955,"gpt":0.3802303761860012,"spread":0.2678621174277057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008326823,0.0007700245,0.0007885228,0.003195869,0.003080538,0.007689558,0.001891662,0.001943955,0.6684645],"category_scores_gemma":[0.004678095,0.0003211605,0.0006036737,0.003933681,0.0007585139,0.005452695,0.003874564,0.001963422,0.5601369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002595792,"about_ca_system_score_gemma":0.001911481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003704908,"about_ca_topic_score_gemma":0.004602867,"domain_scores_codex":[0.9986742,0.0001681778,0.00009693068,0.000250041,0.0006534139,0.0001572407],"domain_scores_gemma":[0.9983637,0.0002062476,0.00007202046,0.0002852504,0.000798589,0.0002742008],"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":[0.00001798649,0.00002333288,0.0002240876,0.0001388194,0.00000263939,0.00004708861,0.0002112252,0.00002932058,0.0001607189,0.02771677,0.9010848,0.07034317],"study_design_scores_gemma":[0.000001321045,0.000004278227,0.0001326025,0.00003935561,5.241545e-7,0.00002817983,0.00007216459,0.00001046686,0.00002910343,0.001335047,0.9983449,0.000002088145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005396229,0.001206353,0.001225131,0.003454352,0.005045005,0.0001482761,0.005332189,0.0005878878,0.9824613],"genre_scores_gemma":[0.00338988,0.001261219,0.0007984823,0.001945196,0.001108743,0.0001390774,0.004752373,0.0004557631,0.9861493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6684645,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312350097","doi":"10.51952/9781447307402.fm001","title":"Front Matter","year":2012,"lang":"en","type":"paratext","venue":"The Policy Press eBooks","topic":"Historical Gender and Feminism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biography; Narrative; Argument (complex analysis); Identity (music); Sociology; Gender studies; Turning point; History; Aesthetics; Art; Literature; Art history; Period (music)","authors":[{"name":"Karla B. Hackstaff","is_ca":false},{"name":"Feiwel Kupferberg","is_ca":false},{"name":"Catherine Négroni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09132708812607986,"gpt":0.3606024525884015,"spread":0.2692753644623216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005944978,0.0007932036,0.0007682241,0.001651625,0.003105698,0.008809606,0.001322125,0.004276966,0.8763606],"category_scores_gemma":[0.003135632,0.0003606023,0.0005771201,0.001611212,0.001005821,0.004357611,0.003796812,0.002483856,0.8200372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467935,"about_ca_system_score_gemma":0.001733134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975782,"about_ca_topic_score_gemma":0.003275242,"domain_scores_codex":[0.9991097,0.0001038936,0.00005015011,0.0002587667,0.0003519956,0.0001255482],"domain_scores_gemma":[0.9986211,0.0002488474,0.00007108869,0.0002329559,0.0004629941,0.0003630601],"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":[0.00002465819,0.00003219471,0.0003248765,0.0001829979,0.000003733489,0.0001172093,0.000193827,0.00003085829,0.0003475301,0.01636112,0.8791785,0.1032025],"study_design_scores_gemma":[0.000002101063,0.000003942665,0.0001487428,0.0000559566,6.760953e-7,0.00004503822,0.00008139448,0.0000155993,0.00003845023,0.0006189992,0.9989873,0.000001880753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004453284,0.0009928457,0.0004526254,0.003639106,0.003634165,0.00005496911,0.001461606,0.0005193664,0.9887999],"genre_scores_gemma":[0.001725267,0.0007239875,0.0002401595,0.001999558,0.0005814031,0.00003224358,0.0008781236,0.0002714743,0.9935477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1236394,"threshold_uncertainty_score":0.1763566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300626926","doi":"10.51952/9781447307402.ch003","title":"Conjugal separation and immigration in the life course of immigrant single mothers in Québec","year":2012,"lang":"en","type":"book-chapter","venue":"The Policy Press eBooks","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Life course approach; Separation (statistics); Course (navigation); Psychology; History; Developmental psychology; Mathematics; Physics; Statistics; Archaeology","authors":[{"name":"Ana Gherghel","is_ca":false},{"name":"Marie‐Christine Saint‐Jacques","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05004616080284017,"gpt":0.3255869857191804,"spread":0.2755408249163402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004900199,0.0001719923,0.0001890989,0.000585543,0.00978068,0.002423664,0.0006425958,0.000672101,0.005161491],"category_scores_gemma":[0.000915326,0.0001260704,0.0001527009,0.001149939,0.002384802,0.0008870262,0.001076563,0.0009006041,0.0001924779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02720979,"about_ca_system_score_gemma":0.02045216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9522717,"about_ca_topic_score_gemma":0.985698,"domain_scores_codex":[0.9997559,0.00006129291,0.000004732085,0.00002053549,0.00004467399,0.0001127405],"domain_scores_gemma":[0.9996603,0.0000796181,0.00004307825,0.000008640489,0.0000689923,0.0001395296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008093414,0.0001478495,0.07701657,0.0001793088,0.00001576399,0.002617081,0.7711626,0.0003950516,0.0006391155,0.02845995,0.01723876,0.1020471],"study_design_scores_gemma":[0.000008355576,0.00005735754,0.2183084,0.0006620962,0.00001341662,0.0005670632,0.6639559,0.0002653754,0.0002117829,0.001328647,0.1145838,0.00003778361],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362398,0.01013736,0.0002231473,0.008359456,0.0001857685,0.0000274752,0.0001899582,0.00001087024,0.04462626],"genre_scores_gemma":[0.9714252,0.007066351,0.000270877,0.000599998,0.00002281149,0.00002164918,0.0001298062,0.00000921774,0.02045415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0477283,"threshold_uncertainty_score":0.1974218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4302605983","doi":"10.51952/9781447307402.int001","title":"Introduction:Advancing the dialogue on turning points","year":2012,"lang":"en","type":"book-chapter","venue":"The Policy Press eBooks","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociology","authors":[{"name":"Karla B. Hackstaff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03702192406143728,"gpt":0.3020581143229286,"spread":0.2650361902614913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00522973,0.001009814,0.0009081058,0.003128746,0.01200513,0.01384407,0.002157179,0.005952855,0.02657363],"category_scores_gemma":[0.01300663,0.0005160054,0.0009024681,0.003292677,0.01563508,0.01528908,0.007126829,0.01297568,0.00741481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00685655,"about_ca_system_score_gemma":0.004513136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004989485,"about_ca_topic_score_gemma":0.005577547,"domain_scores_codex":[0.993909,0.003586462,0.0002306037,0.0005835073,0.001167194,0.0005232252],"domain_scores_gemma":[0.9892854,0.007824123,0.0003138873,0.0005438573,0.001417796,0.0006149156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001976407,0.00003159,0.0001726078,0.0002404363,0.000003815971,0.0001280687,0.02633631,0.0001311219,0.0001199619,0.5033781,0.4477521,0.02168606],"study_design_scores_gemma":[0.000001761049,0.000008451328,0.00012133,0.0004831874,0.000001061467,0.00006243007,0.004661568,0.00004473102,0.00004986938,0.02699044,0.9675679,0.000007282284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004742653,0.04919337,0.01909683,0.3439713,0.07500908,0.0001930869,0.000745129,0.0004261043,0.5066225],"genre_scores_gemma":[0.2014405,0.07009441,0.01900886,0.147404,0.07969263,0.001003502,0.00197703,0.002269119,0.47711],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02657363,"threshold_uncertainty_score":0.08889765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}