{"id":"W4301034659","doi":"","title":"Quand la transparence ne cree pas necessairement la lumiere","year":2017,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Social Services","funders":"","keywords":"Humanities; 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":[0.01781797,0.0004726046,0.0006538988,0.001055527,0.003574097,0.01563072,0.001409604,0.005084295,0.01350479],"category_scores_gemma":[0.04606082,0.0002820015,0.0005792571,0.001118722,0.01433708,0.02123655,0.004618284,0.005806593,0.00443418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004100432,"about_ca_system_score_gemma":0.006932753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006390367,"about_ca_topic_score_gemma":0.005819215,"domain_scores_codex":[0.9781736,0.007217763,0.0009712913,0.001902146,0.01046553,0.001269687],"domain_scores_gemma":[0.9700018,0.01588096,0.002693234,0.003536462,0.007109171,0.0007785297],"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":[0.00005664681,0.00003967943,0.0009444125,0.0009363171,0.00003815773,0.0003402472,0.007338274,0.0001342811,0.001514548,0.8266782,0.04392402,0.1180551],"study_design_scores_gemma":[0.00001456346,0.00008262496,0.001736885,0.001746299,0.00003451496,0.00087713,0.004845339,0.0001775791,0.001864793,0.1458058,0.8427679,0.00004652701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02527842,0.1132386,0.02939209,0.3581221,0.01928915,0.000103523,0.0002390946,0.0003333233,0.4540037],"genre_scores_gemma":[0.6649723,0.06789,0.01255432,0.06106826,0.01738722,0.0003357192,0.000313156,0.0005682124,0.1749108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01781797,"threshold_uncertainty_score":0.09423161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.537136125958112,"score_gpt":0.5668282823031596,"score_spread":0.02969215634504763,"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."}}