{"id":"W4391250962","doi":"10.4000/14905","title":"Authenticité genrée dans la culture geek","year":2025,"lang":"fr","type":"article","venue":"Belphégor","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geek; Humanities; Art; Sociology; Media studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003299746,0.0004336392,0.0004224189,0.00189901,0.009504311,0.01422653,0.0007481801,0.001568496,0.007159371],"category_scores_gemma":[0.007301154,0.0002203724,0.0002329752,0.002006605,0.0219138,0.007837291,0.005985789,0.002774756,0.0007886479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007073575,"about_ca_system_score_gemma":0.003491614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02596568,"about_ca_topic_score_gemma":0.03235513,"domain_scores_codex":[0.9934163,0.004265161,0.0001919024,0.0005173273,0.00116657,0.0004427708],"domain_scores_gemma":[0.9950874,0.00238602,0.0005193971,0.0005753499,0.0009011817,0.0005305971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002921512,0.0000183907,0.002603451,0.00007856004,0.00000529319,0.0003992176,0.5257183,0.0000783264,0.0004439648,0.4499326,0.002726922,0.01796571],"study_design_scores_gemma":[0.00001286519,0.00003837444,0.00468007,0.0002918993,0.0000128516,0.001059023,0.3958349,0.0003318611,0.0005616135,0.04565052,0.5514876,0.00003834445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3344779,0.004350167,0.01367875,0.01718494,0.0008803209,0.00006277199,0.0001028588,0.00009249517,0.6291698],"genre_scores_gemma":[0.9613313,0.0009093497,0.001506699,0.0003960557,0.00008312458,0.00002504333,0.0000303635,0.00008492493,0.03563311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02596568,"threshold_uncertainty_score":0.05162913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106625227853801,"score_gpt":0.3111137966175408,"score_spread":0.2044885687637398,"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."}}