{"id":"W2496237870","doi":"10.1522/cla.may.con","title":"conurbation de la region du Saguenay","year":2005,"lang":"fr","type":"book","venue":"Classiques des sciences sociales.","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conurbation; Geography; Archaeology","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.003176458,0.0006878914,0.000895293,0.000223712,0.007063494,0.0007064524,0.00124456,0.001528336,0.0003458121],"category_scores_gemma":[0.00107297,0.0007183674,0.0006065661,0.001101252,0.2034831,0.0008913527,0.0002327241,0.0008429999,0.0002567856],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02747113,"about_ca_system_score_gemma":0.01126319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01685516,"about_ca_topic_score_gemma":0.026226,"domain_scores_codex":[0.9929353,0.002642176,0.0007569842,0.000968807,0.001255487,0.001441249],"domain_scores_gemma":[0.996067,0.002030095,0.0008147715,0.0002322873,0.0004366858,0.0004191825],"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":[0.000005831672,0.0001130063,0.003281904,0.00006251629,0.00006803022,0.00002706976,0.01772304,0.00002049876,0.000005714667,0.7747602,0.1759451,0.02798708],"study_design_scores_gemma":[0.0002104233,0.0001528334,0.001811651,0.0003187936,0.0001149454,0.00001059781,0.001954304,0.0001261651,0.000008336322,0.3016563,0.6930001,0.0006355466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002563774,0.02486181,0.001028491,0.004541016,0.002074201,0.0005179183,0.00001758438,0.0003185779,0.9640766],"genre_scores_gemma":[0.365342,0.03569555,0.001579725,0.00103572,0.009046276,0.00005167656,0.00001978453,0.00006540912,0.5871639],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.517055,"threshold_uncertainty_score":0.9997679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1762395644446094,"score_gpt":0.3373648305365121,"score_spread":0.1611252660919028,"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."}}