{"id":"W2735528640","doi":"10.4000/belphegor.851","title":"Questions de méthode","year":2017,"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":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001966534,0.0001698108,0.0001556102,0.00002841858,0.0009381285,0.005144462,0.0009811715,0.0001215114,0.0001092304],"category_scores_gemma":[0.000492588,0.0001401034,0.0001087749,0.00006478333,0.000274539,0.004059164,0.0004700263,0.0001609676,0.0008560676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007646543,"about_ca_system_score_gemma":0.0002110045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00361314,"about_ca_topic_score_gemma":0.0005065878,"domain_scores_codex":[0.9988042,0.00004956098,0.0001672375,0.0002968135,0.0001652288,0.0005169238],"domain_scores_gemma":[0.9982626,0.00005502319,0.0001435119,0.001033533,0.0001279499,0.0003773365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000028198,0.0001209226,0.0003392291,0.00002170068,0.00001410227,0.0002513079,0.001037459,0.0000228197,0.0005733521,0.8606008,0.04806421,0.08895127],"study_design_scores_gemma":[0.0003304041,0.0001251794,0.07696196,0.0001774758,0.0000282758,0.0005147462,0.00002290475,0.008673964,0.001460338,0.1115906,0.7997303,0.0003838171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01873161,0.01064609,0.1575957,0.1007042,0.006644705,0.0003065805,0.00006429458,0.0002491835,0.7050577],"genre_scores_gemma":[0.6535763,0.0001773987,0.02584065,0.001504062,0.0008081188,0.00000744061,0.000002295486,0.00001412913,0.3180696],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7516661,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4237684129685524,"score_gpt":0.3801780701312346,"score_spread":0.04359034283731783,"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."}}