{"id":"W4403393180","doi":"10.3917/quin.127.0130","title":"Vancouver, ville mondiale","year":2024,"lang":"fr","type":"article","venue":"Questions internationales","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002532801,0.000141108,0.0001334834,0.000123865,0.0004754407,0.0001830611,0.0002191067,0.0001281763,0.002648384],"category_scores_gemma":[0.0002295707,0.0001527727,0.0001645383,0.0004348028,0.0007898255,0.0003951385,0.00006024264,0.0002018326,0.001674574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008517887,"about_ca_system_score_gemma":0.0002288567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0141298,"about_ca_topic_score_gemma":0.04880017,"domain_scores_codex":[0.9987366,0.0001169441,0.0002245361,0.0002580728,0.0004079544,0.0002559165],"domain_scores_gemma":[0.9993137,0.0003143611,0.00003727876,0.0000874325,0.000157349,0.00008990351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[6.581273e-7,0.00004467034,0.00005890247,0.00001900353,0.00008495407,0.00001433295,0.004633235,0.00002853074,0.000001660646,0.6040425,0.3648214,0.02625008],"study_design_scores_gemma":[0.00004700296,0.00001975973,0.0002228669,0.0002877602,0.00003933406,0.000001541701,0.001139616,0.0009256453,0.000006622209,0.1010437,0.8961169,0.0001492534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002095707,0.3562993,0.002626035,0.01812547,0.04647827,0.0001593802,0.0002540899,0.0003107095,0.5736511],"genre_scores_gemma":[0.3133224,0.01514474,0.0007882433,0.0001983041,0.003870424,0.00004638016,0.00002645524,0.0000197435,0.6665833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5312955,"threshold_uncertainty_score":0.9991027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294783048354136,"score_gpt":0.3056964165735737,"score_spread":0.2727485860900323,"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."}}