{"id":"W4320927951","doi":"10.7202/1095177ar","title":"Préface","year":2022,"lang":"fr","type":"article","venue":"Écosystème","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Computer science; Philosophy; Linguistics","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":[0.001275461,0.0007512505,0.0005288153,0.003073701,0.003071498,0.002859581,0.0009038119,0.0009050127,0.3488871],"category_scores_gemma":[0.01024392,0.0002083965,0.0004919628,0.002002293,0.000540407,0.001860476,0.001605244,0.00240328,0.1766271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00265245,"about_ca_system_score_gemma":0.00232055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427432,"about_ca_topic_score_gemma":0.01508456,"domain_scores_codex":[0.9993665,0.000116506,0.00003650497,0.0001017913,0.0003221779,0.00005668102],"domain_scores_gemma":[0.9951751,0.0007144929,0.0001562319,0.0003840726,0.003042154,0.0005278768],"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":[0.00001866487,0.00001140782,0.00008570666,0.00005066947,0.000001413309,0.00002567397,0.00006511613,0.00003437795,0.00006438334,0.004633597,0.9733286,0.02168038],"study_design_scores_gemma":[0.000003038288,0.000005900703,0.0003454174,0.00006296022,0.000001058214,0.00001893234,0.00006958774,0.00001721688,0.00004707765,0.001471532,0.9979542,0.000002941195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001664937,0.0102782,0.004679859,0.03996354,0.2765449,0.0005407322,0.01393664,0.001004744,0.6513864],"genre_scores_gemma":[0.006247778,0.002999621,0.001316474,0.004954406,0.02484234,0.0002250671,0.005363392,0.0004919998,0.9535589],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3488871,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373201988731306,"score_gpt":0.2502841243730546,"score_spread":0.212963925499924,"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."}}