{"id":"W4406147646","doi":"10.7202/1115223ar","title":"Note éditoriale","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Regional Science","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université Laval","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002068924,0.0001324872,0.000211412,0.0003701199,0.001468175,0.0005409286,0.0007944806,0.0001253371,0.0005430887],"category_scores_gemma":[0.0005808785,0.000123804,0.000208206,0.002267888,0.008280009,0.001037504,0.00001968422,0.0004073732,0.0001912768],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002720333,"about_ca_system_score_gemma":0.02347247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.105221,"about_ca_topic_score_gemma":0.186891,"domain_scores_codex":[0.9976174,0.00009042746,0.0003160799,0.000217787,0.001012541,0.0007457825],"domain_scores_gemma":[0.9974605,0.0002255452,0.0001210148,0.00008731308,0.0005822123,0.001523408],"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":[0.000001320868,0.000005915094,0.00008963762,0.00001478426,0.00001965794,0.0003525881,0.01495301,0.00001433744,0.00003482445,0.5087945,0.4483498,0.02736957],"study_design_scores_gemma":[0.00005339068,0.00006958463,0.0005358513,0.000318804,0.0000294509,0.00006497463,0.001115218,0.00007161882,0.000008749738,0.02430324,0.9732876,0.0001414906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00796181,0.4683151,0.0004653735,0.1480529,0.218148,0.0001385621,0.00003696201,0.00001960306,0.1568617],"genre_scores_gemma":[0.9084677,0.004834422,0.0006495081,0.0007823432,0.03617578,0.000001227867,3.809089e-7,0.00001640033,0.04907229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9005058,"threshold_uncertainty_score":0.9998318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04652505764076055,"score_gpt":0.2892888113159112,"score_spread":0.2427637536751506,"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."}}