{"id":"W4255462778","doi":"10.4000/books.demopolis.1059","title":"Préface","year":2018,"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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007363829,0.0007439815,0.0005051437,0.002363901,0.00321511,0.003951586,0.001095798,0.001361167,0.3871351],"category_scores_gemma":[0.004170139,0.0002831238,0.0004479738,0.002106265,0.0009649323,0.003352231,0.001962848,0.002971339,0.1975405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003118643,"about_ca_system_score_gemma":0.002391153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008309776,"about_ca_topic_score_gemma":0.01070891,"domain_scores_codex":[0.9994137,0.00007980651,0.00003071546,0.0001157244,0.0002975483,0.00006257851],"domain_scores_gemma":[0.9985997,0.0002885239,0.00006363407,0.0001426649,0.0006989586,0.0002064213],"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":[0.00001551301,0.00001398683,0.00008210666,0.0001202077,0.000001511136,0.00006086539,0.0003763138,0.00004280757,0.000107922,0.02360279,0.9357582,0.03981787],"study_design_scores_gemma":[8.914425e-7,0.000003075604,0.0001057513,0.00008128212,4.07574e-7,0.00002933586,0.0000883824,0.000006659614,0.00002266692,0.001410256,0.9982496,0.000001605149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008567469,0.01219431,0.001713446,0.01151411,0.03177665,0.0001553776,0.003622685,0.0004105057,0.9377562],"genre_scores_gemma":[0.004728942,0.005815625,0.0008011201,0.002333516,0.005975614,0.00009615444,0.002388391,0.0003614656,0.9774992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.612865,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07804589786738111,"score_gpt":0.2711553333371789,"score_spread":0.1931094354697978,"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."}}