{"id":"W4246027483","doi":"10.4000/gss.3622","title":"Benedicto Bobby, Under Bright Lights. Gay Manila and the Global Scene","year":2016,"lang":"fr","type":"article","venue":"Genre sexualité & société","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Visual arts; Computer graphics (images); Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007884537,0.0004979591,0.0001580099,0.0007046897,0.007290907,0.004155827,0.0006483013,0.001586181,0.02932492],"category_scores_gemma":[0.001606651,0.0002643555,0.0001113062,0.001003107,0.003676809,0.004516674,0.003121495,0.003892803,0.003953317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002686925,"about_ca_system_score_gemma":0.002198961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03208065,"about_ca_topic_score_gemma":0.08679505,"domain_scores_codex":[0.9994022,0.0003032407,0.00000888598,0.00007850128,0.00011272,0.00009445729],"domain_scores_gemma":[0.999028,0.0001689673,0.00009902876,0.00005353829,0.0002312064,0.0004193003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000546908,0.00003820255,0.003722092,0.0004925168,0.00001188657,0.0005852347,0.1142495,0.00003524815,0.000844802,0.06047993,0.7497695,0.06971636],"study_design_scores_gemma":[0.000002760994,0.00001509269,0.005927829,0.0001913547,0.000005278903,0.0001991928,0.06092463,0.00002612483,0.0002374702,0.002935911,0.9295205,0.00001367551],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05142095,0.1306714,0.001190801,0.513816,0.01228878,0.0000673849,0.0007248872,0.0003295738,0.2894902],"genre_scores_gemma":[0.4865248,0.05714505,0.001529451,0.05095663,0.003979334,0.0001453611,0.000343839,0.0004572312,0.3989183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03208065,"threshold_uncertainty_score":0.09810162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02844906652740651,"score_gpt":0.3157523023793309,"score_spread":0.2873032358519244,"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."}}