{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004045467,0.001383772,0.0006931449,0.003483948,0.005576201,0.0102414,0.001774644,0.00367428,0.04178394],"category_scores_gemma":[0.01843808,0.0004761587,0.001459436,0.002841979,0.01042915,0.01763502,0.003401171,0.006287467,0.006745562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006532122,"about_ca_system_score_gemma":0.003669642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02522453,"about_ca_topic_score_gemma":0.02220402,"domain_scores_codex":[0.9948606,0.002674494,0.0002201004,0.0007345137,0.001242136,0.0002680779],"domain_scores_gemma":[0.9883673,0.006831485,0.0004363326,0.001970805,0.002098288,0.0002959029],"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":[0.00006124648,0.00001821929,0.0003127187,0.0002617477,0.00001806327,0.0002493663,0.009550828,0.0001898992,0.0003606968,0.9020794,0.05599199,0.03090584],"study_design_scores_gemma":[0.000008479344,0.00001305082,0.0002672799,0.0002737728,0.000007714275,0.0003303767,0.002955274,0.0003922769,0.0004390572,0.06554383,0.9297436,0.00002528933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01770815,0.03548156,0.156381,0.1902385,0.03152135,0.0002280667,0.002730723,0.002669305,0.5630414],"genre_scores_gemma":[0.3791441,0.02440624,0.05788346,0.02426904,0.02054657,0.0005442337,0.002161966,0.003482993,0.4875613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04178394,"threshold_uncertainty_score":0.1397812,"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."}}