{"id":"W4242244047","doi":"10.4000/culturemusees.689","title":"Avant-propos","year":2013,"lang":"fr","type":"article","venue":"Culture & Musées","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001452966,0.0002484576,0.0003090384,0.00002122575,0.001061412,0.0002092945,0.0003263982,0.0003318628,0.0108666],"category_scores_gemma":[0.0001619077,0.0002033864,0.0002041335,0.0002487936,0.001445483,0.0004738606,0.00008373542,0.000287947,0.01629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349783,"about_ca_system_score_gemma":0.00007212583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441625,"about_ca_topic_score_gemma":0.003782777,"domain_scores_codex":[0.9982343,0.0001720964,0.000231972,0.0003159572,0.0004017151,0.0006439659],"domain_scores_gemma":[0.9992141,0.00005280467,0.0001008405,0.0001578889,0.000240148,0.0002342621],"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":[7.89969e-7,0.0001011209,0.0002149906,0.00002910387,0.00006426143,0.000004441431,0.06719383,5.078545e-7,0.00007189607,0.2144877,0.6910443,0.02678705],"study_design_scores_gemma":[0.000177859,0.00005432267,0.001944682,0.0000609054,0.00004496794,9.351223e-7,0.01501709,0.00001004359,0.00003360425,0.02256815,0.959804,0.000283443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02697282,0.1661565,0.00004530738,0.03933913,0.02449112,0.0008206542,0.00002646315,0.0002275712,0.7419204],"genre_scores_gemma":[0.3095204,0.01133142,0.0006599648,0.001960801,0.005286433,0.00007769439,0.000008385738,0.0000256201,0.6711293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2825476,"threshold_uncertainty_score":0.9921468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269868940085773,"score_gpt":0.2555731344061161,"score_spread":0.2228744450052584,"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."}}