{"id":"W2916617531","doi":"10.1080/19359705.2019.1545205","title":"Thirty years of JGLMH","year":2019,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Mental Health","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; University of Toronto","funders":"","keywords":"Lesbian; Psychoanalysis; Psychology; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004775956,0.00007249786,0.0002529513,0.0001008176,0.00002946586,0.000005945403,0.0002214781,0.00005617826,0.001563761],"category_scores_gemma":[0.000001238025,0.0000661088,0.0001271023,0.0001284839,0.00003495814,0.00005049842,0.00001000251,0.000217851,0.0001207744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008586867,"about_ca_system_score_gemma":0.00007769153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006311414,"about_ca_topic_score_gemma":0.000006442323,"domain_scores_codex":[0.9989349,0.00007094553,0.0005125964,0.000104081,0.0001925803,0.0001848971],"domain_scores_gemma":[0.998972,0.00002593218,0.0006008893,0.0002419604,0.00003634078,0.000122856],"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":[0.0008841277,0.00245954,0.04166308,0.0001577871,0.0003248514,0.00001715574,0.01592139,0.000003419571,0.01763062,0.03404028,0.3700816,0.5168162],"study_design_scores_gemma":[0.002282339,0.002713349,0.1426283,0.0002697015,0.00001019819,0.0002326219,0.00204998,0.000007230222,0.0006320569,0.001936034,0.8470569,0.0001812501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752601,0.001175863,0.0005028973,0.004768609,0.00101477,0.000391135,0.00003989385,0.00001946422,0.01682727],"genre_scores_gemma":[0.992228,0.0005598236,0.003029835,0.001883704,0.0001434319,0.000003126435,0.000003300411,0.00001994006,0.002128833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5166349,"threshold_uncertainty_score":0.9993489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003361577977565,"score_gpt":0.4047358813978887,"score_spread":0.374702265618113,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}