{"id":"W4313414164","doi":"10.3917/mult.089.0171","title":"Le dilemme du design","year":2022,"lang":"fr","type":"article","venue":"Multitudes","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02684686,0.001482499,0.0009456538,0.002919442,0.005398916,0.01487574,0.002325542,0.004947493,0.01623951],"category_scores_gemma":[0.04343401,0.001038756,0.001122655,0.00204583,0.02794622,0.01545541,0.006882761,0.006548838,0.004791496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01281087,"about_ca_system_score_gemma":0.008752534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005407408,"about_ca_topic_score_gemma":0.004178217,"domain_scores_codex":[0.9535387,0.02766438,0.001720156,0.004627297,0.01110819,0.001341153],"domain_scores_gemma":[0.9638247,0.01751472,0.001389446,0.008824541,0.007281556,0.001165024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005718122,0.00002952515,0.0004263271,0.0003604984,0.00001892226,0.0001107157,0.01049363,0.0007209599,0.0007247055,0.9060342,0.01855805,0.0624654],"study_design_scores_gemma":[0.00002365996,0.00009663447,0.0003274038,0.0004915119,0.0000156716,0.0002679899,0.002782032,0.0008865526,0.001223643,0.1291053,0.8647493,0.0000302621],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01580017,0.01823072,0.302113,0.07669399,0.004453168,0.0003238121,0.0002473389,0.001155104,0.5809827],"genre_scores_gemma":[0.458687,0.01575379,0.1512494,0.01969299,0.002388572,0.001135072,0.0003837976,0.002290186,0.3484191],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02684686,"threshold_uncertainty_score":0.1419814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07798214278725808,"score_gpt":0.2566774222849063,"score_spread":0.1786952794976482,"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."}}