{"id":"W4206780237","doi":"10.7202/1008326ar","title":"Liminaire","year":2011,"lang":"fr","type":"article","venue":"Les ateliers de l éthique","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0008146088,0.002051461,0.001381208,0.002017725,0.00386847,0.003978516,0.001037353,0.002169654,0.341158],"category_scores_gemma":[0.001616451,0.0004266015,0.000911726,0.001390893,0.000837803,0.001193479,0.001902826,0.002586696,0.1031026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002855555,"about_ca_system_score_gemma":0.003190745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01974056,"about_ca_topic_score_gemma":0.02840157,"domain_scores_codex":[0.9989719,0.0001981593,0.00004433333,0.0002760091,0.0003318882,0.0001776805],"domain_scores_gemma":[0.9993703,0.0001786494,0.00006751894,0.00008461605,0.0001581211,0.0001408652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00104462,0.0004760091,0.007548181,0.000991486,0.0001576255,0.00386323,0.0008386556,0.001184507,0.007363841,0.1123102,0.2336039,0.6306177],"study_design_scores_gemma":[0.00006612666,0.0000755962,0.007961111,0.0001628467,0.00001711764,0.001149777,0.0002870114,0.0002559599,0.001021622,0.00197684,0.9870065,0.00001952727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02894396,0.03158039,0.004325507,0.008396289,0.003932183,0.0002145476,0.004123627,0.001600042,0.9168835],"genre_scores_gemma":[0.03913031,0.005661274,0.003389727,0.0008747872,0.0006917177,0.0001564179,0.001362627,0.0003551047,0.9483781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.341158,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09554853169887167,"score_gpt":0.2569498933938946,"score_spread":0.1614013616950229,"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."}}