{"id":"W4367159590","doi":"10.7202/1091465ar","title":"Introduction","year":2020,"lang":"fr","type":"article","venue":"Diversité urbaine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00137666,0.0008105495,0.0004196465,0.00144679,0.001498708,0.003927492,0.001206806,0.001978751,0.4773452],"category_scores_gemma":[0.004395323,0.0002030836,0.000700661,0.0008922474,0.0007199545,0.001758665,0.002342297,0.001643445,0.3014873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313532,"about_ca_system_score_gemma":0.002562673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003355227,"about_ca_topic_score_gemma":0.003698946,"domain_scores_codex":[0.9989409,0.0001775874,0.00003596993,0.000250816,0.0004186186,0.000176214],"domain_scores_gemma":[0.9983045,0.0002657495,0.00007670216,0.0002194535,0.0006793793,0.0004541236],"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":[0.0001374523,0.00008963026,0.001043249,0.0002939979,0.000008639463,0.0002250846,0.0003500204,0.0001354648,0.0008591758,0.04523763,0.6512085,0.3004112],"study_design_scores_gemma":[0.000004668987,0.00001570414,0.0003906483,0.0001043434,0.000001934074,0.0001234334,0.00007335467,0.00002181731,0.0001515648,0.001886545,0.9972214,0.000004573453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003065599,0.003797996,0.007673339,0.01176491,0.01035073,0.0002584074,0.004711392,0.00172979,0.9566479],"genre_scores_gemma":[0.01335978,0.002531651,0.004362216,0.005615402,0.002579821,0.0002354937,0.003688924,0.0006035203,0.9670232],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5226548,"threshold_uncertainty_score":0.7455037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610443129934835,"score_gpt":0.1959902887892855,"score_spread":0.1798858574899371,"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."}}