{"id":"W4214673163","doi":"10.4000/ethiquepublique.6574","title":"Présentation","year":2021,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002986593,0.0009313622,0.0006564895,0.001651508,0.002737056,0.009115583,0.002047115,0.003593876,0.4879325],"category_scores_gemma":[0.01391451,0.0003470069,0.0008876002,0.001404464,0.001076307,0.004050198,0.004711355,0.0032657,0.2703444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003205335,"about_ca_system_score_gemma":0.005543859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003703035,"about_ca_topic_score_gemma":0.003733708,"domain_scores_codex":[0.9970742,0.0005518266,0.0001888865,0.000516935,0.001283287,0.0003847578],"domain_scores_gemma":[0.9942423,0.0007850478,0.0002104851,0.0007507571,0.002838017,0.001173399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009956401,0.00004558929,0.0003268469,0.0001860395,0.000009275956,0.0002115961,0.0003108282,0.0000983713,0.0003764616,0.01539521,0.9075356,0.07540464],"study_design_scores_gemma":[0.000009311842,0.00001192646,0.0001775436,0.00009893993,0.000003022127,0.0001267453,0.0001580237,0.00004056566,0.0001658279,0.002297431,0.9969047,0.000005908601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003321836,0.005708285,0.008805435,0.06520842,0.08158027,0.0006535196,0.009768039,0.002333765,0.8226205],"genre_scores_gemma":[0.01836944,0.004567205,0.003859745,0.01443204,0.01061886,0.0005081643,0.007432254,0.00106114,0.9391512],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5120675,"threshold_uncertainty_score":0.7304021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02960910021973701,"score_gpt":0.2843714767752687,"score_spread":0.2547623765555317,"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."}}