{"id":"W4256072316","doi":"10.7202/1070449ar","title":"Liminaire","year":2019,"lang":"fr","type":"article","venue":"Tangence","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[0.000421103,0.0009209873,0.0005742728,0.001047864,0.004462983,0.004457522,0.001469803,0.001652933,0.3579224],"category_scores_gemma":[0.001247002,0.0003204427,0.0004009748,0.001318373,0.0009622735,0.002164186,0.003690792,0.001984982,0.1325245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00231136,"about_ca_system_score_gemma":0.002463346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059996,"about_ca_topic_score_gemma":0.02947193,"domain_scores_codex":[0.9994128,0.00007758709,0.00002679426,0.000208056,0.0001785275,0.00009634053],"domain_scores_gemma":[0.9996667,0.00006715964,0.00003049863,0.00005035039,0.000111216,0.00007417012],"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":[0.0006177088,0.0002136403,0.004630113,0.001100028,0.00005922354,0.004349153,0.003959496,0.0004032818,0.004444591,0.157897,0.3187496,0.5035762],"study_design_scores_gemma":[0.00001093799,0.00003002972,0.001246798,0.0001109878,0.00000606548,0.0004835917,0.0005450278,0.00007268126,0.0003786436,0.002105717,0.9950007,0.000008869197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007278335,0.004292553,0.00124249,0.002975844,0.001139961,0.00011125,0.001313206,0.0005588183,0.9810876],"genre_scores_gemma":[0.02407609,0.001752926,0.001357399,0.001253324,0.0001907347,0.0001142433,0.001130356,0.0001844811,0.9699404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3579224,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03822521386820763,"score_gpt":0.25800146942116,"score_spread":0.2197762555529524,"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."}}