{"id":"W4232267302","doi":"10.4000/books.eua.1149","title":"Préface","year":2011,"lang":"fr","type":"book-chapter","venue":"","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Face (sociological concept); Computer science; Philosophy; Linguistics","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":[0.001101397,0.0007203285,0.0005597034,0.002157157,0.003163241,0.004206906,0.00137361,0.001501601,0.3873192],"category_scores_gemma":[0.006137475,0.0002880193,0.0005218131,0.002122346,0.001064601,0.003672149,0.002184801,0.003190504,0.213949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003036442,"about_ca_system_score_gemma":0.00277125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007273237,"about_ca_topic_score_gemma":0.00825986,"domain_scores_codex":[0.9991236,0.0001230569,0.00005287891,0.0001816809,0.000427374,0.00009141982],"domain_scores_gemma":[0.9978334,0.0003940648,0.00009028601,0.0002491002,0.001139749,0.0002933517],"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":[0.00002278029,0.00001654533,0.0001127098,0.0001430139,0.000002367993,0.00005887721,0.0003109508,0.00005193864,0.0001212019,0.02770296,0.9265673,0.04488952],"study_design_scores_gemma":[0.00000151096,0.000005068654,0.0001514638,0.00008641683,6.630536e-7,0.00003210497,0.00009802428,0.000009884922,0.0000324631,0.002175493,0.9974046,0.000002337669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001104411,0.01169968,0.002982134,0.01926196,0.05041993,0.0002231483,0.00540612,0.0005345729,0.9083681],"genre_scores_gemma":[0.006836613,0.005847305,0.001328351,0.004171299,0.008034652,0.0001485397,0.003994691,0.0004055066,0.9692331],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3873192,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134635153838208,"score_gpt":0.2569260962840726,"score_spread":0.1434625809002519,"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."}}