{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"fc9641460b43","filters":{"venue":"PATH in psychology series"}},"results":[{"id":"W4498335","doi":"10.1007/978-1-4615-0665-2_2","title":"Wundt and the Temptations of Psychology","year":2001,"lang":"en","type":"book-chapter","venue":"PATH in psychology series","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Rhetorical question; Psychology; Psychoanalysis; Epistemology; Sociology; Philosophy; Literature; Art","authors":[{"name":"Kurt Danziger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04069546140584172,"gpt":0.3685953065116807,"spread":0.327899845105839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008480258,0.000613926,0.001356718,0.0005952052,0.0001579552,0.000008610111,0.0008160583,0.001972358,0.004575671],"category_scores_gemma":[0.0001173313,0.0004957012,0.0002550532,0.0001975569,0.006665781,0.00008588908,0.0001339696,0.002148322,0.0003587574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000698661,"about_ca_system_score_gemma":0.00003907312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005737381,"about_ca_topic_score_gemma":0.00006030573,"domain_scores_codex":[0.9962167,0.0003813131,0.001321898,0.001266281,0.0002147987,0.0005990668],"domain_scores_gemma":[0.996991,0.0006330558,0.0007924753,0.001351298,0.0001172122,0.0001148984],"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":[0.001750521,0.0001223968,0.0007415849,0.00002011818,0.0002717387,0.0001073109,0.004854273,2.831062e-7,0.00001016343,0.9235774,0.05707956,0.01146468],"study_design_scores_gemma":[0.002764187,0.0003063287,0.004165846,0.00004507316,0.00009075434,0.000613483,0.000305781,3.873045e-7,1.750018e-7,0.4495049,0.5418827,0.000320341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002098879,0.02270662,0.0005515614,0.007484013,0.004393728,0.0006773988,0.0000746763,0.00007405698,0.963828],"genre_scores_gemma":[0.04542352,0.03939072,0.001508317,0.0122444,0.001421294,0.0005438612,0.00007916895,0.0003355474,0.8990532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4848031,"threshold_uncertainty_score":0.9997495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W205954200","doi":"10.1007/978-0-387-88499-8_3","title":"Confessions of a Marginal Psychologist","year":2009,"lang":"en","type":"book-chapter","venue":"PATH in psychology series","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Psychology; Psychoanalysis","authors":[{"name":"Kurt Danziger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05082865657442644,"gpt":0.3835508204463438,"spread":0.3327221638719173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0006042421,0.0008455156,0.001663105,0.0009116793,0.0001114038,0.000007527673,0.00113932,0.003154875,0.01359745],"category_scores_gemma":[0.00007633292,0.0008535091,0.0003982305,0.0001973351,0.002698506,0.0001008266,0.0001085064,0.002949933,0.001098628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169839,"about_ca_system_score_gemma":0.00008186526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000261692,"about_ca_topic_score_gemma":0.00002224111,"domain_scores_codex":[0.9952556,0.0002335109,0.001586541,0.001682671,0.0003253769,0.0009162371],"domain_scores_gemma":[0.9967777,0.0002109348,0.001012027,0.001642769,0.0001506163,0.0002059668],"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":[0.001351714,0.0004298449,0.000622715,0.00002753678,0.0001877792,0.0004914117,0.00182456,3.306763e-7,0.0000645453,0.8017055,0.1533796,0.03991448],"study_design_scores_gemma":[0.001359871,0.001051256,0.007837508,0.0001664554,0.00006936367,0.0004546856,0.0002072013,1.573112e-7,0.000001442655,0.3172983,0.6709459,0.000607933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001411077,0.01207398,0.000239325,0.002666086,0.00600687,0.0005458678,0.0001661396,0.0001471053,0.9780135],"genre_scores_gemma":[0.02266959,0.004686539,0.001998318,0.004501285,0.0009558056,0.0001302347,0.0001062509,0.0002117489,0.9647402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5175663,"threshold_uncertainty_score":0.9996791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}