{"id":"W4251189934","doi":"10.4000/books.psorbonne.13878","title":"Préface","year":2002,"lang":"fr","type":"book-chapter","venue":"Éditions de la Sorbonne eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Computer science; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001051878,0.0007356289,0.0005594133,0.002388758,0.002638204,0.003793016,0.001222764,0.001381528,0.4154218],"category_scores_gemma":[0.005781049,0.0002958663,0.0004945768,0.002227762,0.0007753278,0.003107399,0.001838641,0.002646295,0.2305401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002622514,"about_ca_system_score_gemma":0.002601715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007866086,"about_ca_topic_score_gemma":0.009374962,"domain_scores_codex":[0.9992198,0.0001057588,0.00004817738,0.0001337087,0.0004112015,0.00008143788],"domain_scores_gemma":[0.9976114,0.0004207164,0.00008910197,0.0002596832,0.001314283,0.0003049379],"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":[0.00002034969,0.00001554044,0.00009160737,0.0001203376,0.000001831912,0.00005738375,0.0002164942,0.00005299295,0.0001183598,0.01384083,0.9413301,0.04413428],"study_design_scores_gemma":[0.000001469971,0.000004886795,0.0001490836,0.00007810666,6.227456e-7,0.00003213066,0.00007569946,0.0000086865,0.00003235204,0.001414339,0.9982007,0.000001997594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001051191,0.0112285,0.002587428,0.01538351,0.0474707,0.0002366269,0.006363345,0.0005825763,0.9150961],"genre_scores_gemma":[0.004498108,0.005338979,0.001345605,0.003006832,0.0064978,0.0001315323,0.004436948,0.0003955814,0.9743487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4154218,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03963428615944484,"score_gpt":0.2517987360111422,"score_spread":0.2121644498516974,"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."}}