{"id":"W4200313743","doi":"10.32920/17052716","title":"Canada : Les bonnes idées des villes dynamiques","year":2021,"lang":"fr","type":"preprint","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090664,0.0003939301,0.0003407235,0.002517462,0.01531024,0.01467314,0.0007108627,0.001115391,0.02757414],"category_scores_gemma":[0.003131948,0.0004589483,0.0002952936,0.007930142,0.006641437,0.003023727,0.002750639,0.002134368,0.00104091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1235226,"about_ca_system_score_gemma":0.1251521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911515,"about_ca_topic_score_gemma":0.9952584,"domain_scores_codex":[0.9977586,0.0001986662,0.00003991462,0.0001939493,0.000858555,0.0009502929],"domain_scores_gemma":[0.9975473,0.0003112459,0.0001573202,0.00008494095,0.00114333,0.0007557129],"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":[0.00008031847,0.00001641801,0.01098349,0.0001776981,0.00003209583,0.0003618579,0.02879772,0.0005497662,0.0004499599,0.7939706,0.1266816,0.03789858],"study_design_scores_gemma":[0.00001546242,0.000006773377,0.03335309,0.0002505892,0.00002267881,0.00009007395,0.0279029,0.0003322122,0.0002099551,0.01531619,0.9224449,0.00005518306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1033567,0.01264979,0.002919792,0.05575339,0.0006348029,0.00007442461,0.005105177,0.0001579797,0.819348],"genre_scores_gemma":[0.7223432,0.006720514,0.001682588,0.002063226,0.00008173066,0.00004572331,0.001082354,0.0001380926,0.2658425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1235226,"threshold_uncertainty_score":0.8962237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091274769942902,"score_gpt":0.2855570461943487,"score_spread":0.2546442984949197,"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."}}