{"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":"dc01b9154e21","filters":{"venue":"Journal of Gay & Lesbian Psychotherapy"}},"results":[{"id":"W7126053962","doi":"10.1300/j236v08n01_05","title":"Witnessing and Mirroring: A Fourteen Stage Model of Transsexual Identity Formation","year":2004,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Psychotherapy","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Transsexual; Identity formation; Identity (music); Stage (stratigraphy); Gender identity; Narrative","authors":[{"name":"Aaron Devor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.109536415950142,"gpt":0.4235698380538958,"spread":0.3140334221037537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007020049,0.0001750943,0.0003869043,0.0003750871,0.0001300318,0.00006888846,0.0002608335,0.0001527992,0.0001139116],"category_scores_gemma":[0.000006070544,0.000162047,0.0001581849,0.0002077122,0.0001172335,0.0009865395,0.000003587188,0.0003360012,0.000008330385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007379313,"about_ca_system_score_gemma":0.0001553293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004610571,"about_ca_topic_score_gemma":0.0005314746,"domain_scores_codex":[0.9982136,0.0001052845,0.000844257,0.0001616693,0.0003713861,0.0003037661],"domain_scores_gemma":[0.9986199,0.00003127524,0.0007600613,0.0002427926,0.0001604067,0.0001855844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01048773,0.00676331,0.08737874,0.005628587,0.002089436,0.0002556684,0.3058647,0.00526546,0.1696149,0.2161711,0.007632291,0.182848],"study_design_scores_gemma":[0.07405414,0.007537958,0.3379769,0.001322572,0.0008387821,0.002457869,0.0100664,0.001637643,0.002670602,0.5472964,0.01163357,0.002507122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9084292,0.001621083,0.08455545,0.002515673,0.0006394227,0.0001624443,0.00001814222,0.00001433831,0.002044258],"genre_scores_gemma":[0.9922894,0.00239684,0.003314879,0.0005256208,0.0003979839,0.000002963129,0.000001287561,0.00003977036,0.001031249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3311253,"threshold_uncertainty_score":0.6608086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1673989973","doi":"10.1300/j236v09n01_02","title":"Prostate Cancer and the Gay Male","year":2005,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Psychotherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Prostate cancer; Medicine; Testosterone (patch); Anal cancer; Gynecology; Prostate; Human immunodeficiency virus (HIV); Anal sex; Prostate cancer screening; Cancer; Men who have sex with men; Family medicine; Internal medicine; Prostate-specific antigen","authors":[{"name":"Vincent M. Santillo","is_ca":false},{"name":"Franklin C. Lowe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02162018129128002,"gpt":0.3359540764342567,"spread":0.3143338951429767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003337094,0.0001457807,0.000358375,0.00007499204,0.00007038208,0.00004207555,0.00008163103,0.00004234367,0.0005111832],"category_scores_gemma":[0.000004329411,0.00007644647,0.0001598935,0.0001025882,0.000143856,0.0001082803,0.000002947324,0.0002120194,0.000009260672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009310096,"about_ca_system_score_gemma":0.0001200604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000215928,"about_ca_topic_score_gemma":0.00005155765,"domain_scores_codex":[0.999002,0.00004067609,0.0003758627,0.0001331335,0.0002515669,0.0001967239],"domain_scores_gemma":[0.9991955,0.00005534125,0.0002871318,0.0001812783,0.0001261283,0.0001546166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009550142,0.0008057081,0.1019991,0.00006524698,0.001237259,0.000147943,0.007676638,0.00004157854,0.002044708,0.0009400225,0.06758736,0.8079043],"study_design_scores_gemma":[0.03484733,0.001356441,0.05920114,0.0006410269,0.0002715699,0.001312512,0.000307437,0.00005259095,0.003130047,0.001263437,0.8974154,0.0002010497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8108121,0.06645481,0.00004932315,0.1199022,0.0003412329,0.0005067588,0.00001301672,0.000009760062,0.001910807],"genre_scores_gemma":[0.7809991,0.2011619,0.001184083,0.01050394,0.001221255,0.00004960991,0.000001069963,0.00004005805,0.004838907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8298281,"threshold_uncertainty_score":0.5597098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232121734","doi":"10.1300/j236v07n04_07","title":"BOOK REVIEWS","year":2003,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Psychotherapy","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre; Columbia College","funders":"Family Process Institute","keywords":"Philosophy","authors":[{"name":"Stewart L. Adelson","is_ca":true},{"name":"Mary E. Barber","is_ca":false},{"name":"Marshall Forstein","is_ca":false},{"name":"Karine Igarua","is_ca":true},{"name":"Benjamin McCommon","is_ca":false},{"name":"Cheryl Qamar","is_ca":false},{"name":"Vernon A. Rosario","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04480460552277794,"gpt":0.3544463525776749,"spread":0.309641747054897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002521008,0.0003232991,0.0007594947,0.0003895141,0.00009595795,0.00008868973,0.0004976747,0.0001204625,0.008171095],"category_scores_gemma":[0.00006529761,0.0002502448,0.000625095,0.0005174123,0.0000942295,0.0004913514,0.000001678815,0.0005550015,0.002855015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476088,"about_ca_system_score_gemma":0.0001563558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001194159,"about_ca_topic_score_gemma":0.000006927004,"domain_scores_codex":[0.996763,0.0006359035,0.001320104,0.0002369889,0.0005913416,0.0004526485],"domain_scores_gemma":[0.9973369,0.00006081407,0.001447902,0.0005740108,0.0002367483,0.0003436126],"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":[0.0003022522,0.0003371248,0.0006750958,0.00001534103,0.0001400968,0.0000471598,0.0006351139,0.000006120745,0.02949321,0.001231086,0.9547635,0.01235386],"study_design_scores_gemma":[0.00253192,0.0004103719,0.0004532566,0.0002366051,0.00003318172,0.0007217056,0.00004438429,0.000001480331,0.001879111,0.002745352,0.9906769,0.0002657659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02381873,0.8673026,0.007933183,0.004663771,0.00396097,0.001161627,0.0000198175,0.0001186759,0.09102065],"genre_scores_gemma":[0.02935037,0.6936767,0.06274238,0.1181191,0.006027565,0.00005555696,0.000004969148,0.001621923,0.08840148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1736259,"threshold_uncertainty_score":0.999995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}