{"id":"W4313165330","doi":"10.4000/books.septentrion.135419","title":"Préface","year":2022,"lang":"fr","type":"book-chapter","venue":"Presses universitaires du Septentrion eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Face (sociological concept); Business; Sociology; Social science","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":[0.000922941,0.0006841251,0.000523367,0.001963414,0.003022254,0.003616776,0.001113507,0.001440758,0.3532987],"category_scores_gemma":[0.005069939,0.000269565,0.0004645307,0.001720757,0.0008733436,0.002926527,0.00181041,0.00286548,0.1851492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002860901,"about_ca_system_score_gemma":0.002454849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009247662,"about_ca_topic_score_gemma":0.01134879,"domain_scores_codex":[0.9992455,0.0001096164,0.00004205077,0.0001361676,0.0003878036,0.00007885248],"domain_scores_gemma":[0.9981163,0.0003436047,0.00007203655,0.0001979822,0.001016099,0.0002540927],"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":[0.00001804224,0.00001384821,0.00009501509,0.0001082475,0.000001895341,0.00006361211,0.0003060623,0.00005313217,0.0001352367,0.02168532,0.9360486,0.04147106],"study_design_scores_gemma":[0.000001139611,0.000004417406,0.0001302927,0.00006832713,4.996355e-7,0.00003415214,0.00008268876,0.000008401796,0.00003220946,0.001299615,0.9983364,0.000001924556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001129627,0.01398189,0.002762528,0.01959337,0.05473631,0.0001823637,0.003981458,0.0004740987,0.9031584],"genre_scores_gemma":[0.005605,0.005728194,0.001068755,0.00316581,0.007117933,0.00009289016,0.002305933,0.0002967647,0.9746187],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3532987,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826877401222433,"score_gpt":0.2120861418331154,"score_spread":0.183817367820891,"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."}}