{"id":"W2958352903","doi":"10.7202/1067455ar","title":"Des outils à la trace","year":2019,"lang":"fr","type":"article","venue":"Sens public","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006850401,0.000162788,0.000254143,0.00004969997,0.0005708896,0.0002480966,0.0002393609,0.0002436001,0.002542634],"category_scores_gemma":[0.0002983101,0.0001675418,0.0001481584,0.0006121436,0.001590394,0.0004187248,0.00007042407,0.0002332281,0.003119826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000335843,"about_ca_system_score_gemma":0.0002024204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004572239,"about_ca_topic_score_gemma":0.005660935,"domain_scores_codex":[0.9980648,0.000395897,0.0001805064,0.0002668054,0.0003738735,0.0007181081],"domain_scores_gemma":[0.9991252,0.0002852537,0.00006898867,0.0001660152,0.0001464768,0.0002080403],"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":[0.000001719224,0.0001298735,0.008407266,0.00004129912,0.00008975246,0.00001013228,0.04116122,0.000001203186,0.00001923536,0.7381339,0.07741241,0.134592],"study_design_scores_gemma":[0.0001781543,0.00003851527,0.009478111,0.00002654587,0.00001768895,0.000001690375,0.01064859,0.00002095899,0.000005265331,0.01223275,0.9671501,0.0002016748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1911964,0.04526414,0.00001296778,0.01992157,0.003563744,0.0001830033,0.00001430013,0.00008957629,0.7397543],"genre_scores_gemma":[0.6409481,0.001777641,0.0001231976,0.0002209855,0.0007890182,0.000003182095,0.000001361848,0.00001244489,0.3561241],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8897377,"threshold_uncertainty_score":0.9983692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06152915366323398,"score_gpt":0.2739511508847056,"score_spread":0.2124219972214716,"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."}}