{"id":"W4233591498","doi":"10.4000/amades.1469","title":"Viviane Namaste, Tamara Vukov, Nada Saghie, Robin Williamson, Jackie Vallée, M. Lafrenière, M. Leroux, Andréa Monette, Joseph Jean-Gilles, HIV prevention and bisexual realities","year":2012,"lang":"en","type":"article","venue":"Bulletin Amades","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Humanities; Art; Gerontology; Psychoanalysis; Psychology; Philosophy; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001120917,0.0004807082,0.0007602626,0.000416251,0.0003484839,0.0001927395,0.000311802,0.0003170881,0.001960454],"category_scores_gemma":[0.0004719241,0.0004944266,0.0001812925,0.0003095164,0.0002671561,0.0003623753,0.0001752904,0.000334118,0.0007686406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064223,"about_ca_system_score_gemma":0.00003611485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007189084,"about_ca_topic_score_gemma":0.0001080555,"domain_scores_codex":[0.9972046,0.0001510731,0.0009602369,0.0005980921,0.0001298859,0.0009561038],"domain_scores_gemma":[0.9981641,0.0003884052,0.0004937502,0.0005236138,0.00004894585,0.000381152],"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":[0.0005082614,0.0008742968,0.1690636,0.0004849287,0.000478225,0.00002542579,0.003670188,0.00008842934,0.0006805015,0.03401145,0.7785893,0.01152542],"study_design_scores_gemma":[0.001355229,0.0002372188,0.04476769,0.0001265706,0.00003194877,0.00003895474,0.0008509536,0.00007705868,0.000258829,0.001213294,0.9503029,0.0007393434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014165,0.05063777,0.001021999,0.007333655,0.0009791377,0.0008328888,0.000921303,0.0002721556,0.03658459],"genre_scores_gemma":[0.8450103,0.003598348,0.00159284,0.0003590269,0.0006326239,0.00006335073,0.0001411095,0.0001008662,0.1485015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717136,"threshold_uncertainty_score":0.9997507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175607872018845,"score_gpt":0.2396232943151328,"score_spread":0.2078672155949444,"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."}}