{"id":"W1965585627","doi":"10.1007/s10508-009-9473-y","title":"Consumer Protection is the Major Purpose of Sex Therapy Certification","year":2009,"lang":"en","type":"letter","venue":"Archives of Sexual Behavior","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Certification; Sex therapy; Sexual behavior; Public health; Psychology; Consumer protection; Clinical psychology; Medicine; Psychiatry; Business; Nursing; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001146013,0.0003105185,0.0005739334,0.0002771125,0.0001301814,0.00001276183,0.0001546154,0.0002752332,0.0003141503],"category_scores_gemma":[0.00004417065,0.0002037331,0.0001559103,0.0001989432,0.0004572209,0.00004634422,0.00003562746,0.0008796715,0.00003575662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001844505,"about_ca_system_score_gemma":0.00008369645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002166009,"about_ca_topic_score_gemma":0.000002589982,"domain_scores_codex":[0.9980935,0.0001254914,0.0006137845,0.0004317049,0.00050765,0.0002279099],"domain_scores_gemma":[0.9984583,0.0001971158,0.0004380332,0.0007068334,0.0001543519,0.00004536775],"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":[0.000972839,0.0007095163,0.005402388,0.0003647039,0.0004857705,0.00002449272,0.003737587,2.959686e-7,0.1252714,0.0000133808,0.3740464,0.4889712],"study_design_scores_gemma":[0.001961978,0.002714165,0.09090274,0.0001144184,0.001068933,0.0001031584,0.001087702,0.000009007252,0.03720191,0.00008256914,0.8644073,0.0003461085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2981691,0.005863185,0.001161614,0.6745401,0.002148231,0.0105186,0.0004352644,0.0003658511,0.006798005],"genre_scores_gemma":[0.2148591,0.001631075,0.00140152,0.5971581,0.00516891,0.002576571,0.001687926,0.0003272345,0.1751896],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4903609,"threshold_uncertainty_score":0.8307996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08233862473443489,"score_gpt":0.3113690430503249,"score_spread":0.22903041831589,"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."}}