{"id":"W3172668047","doi":"10.4000/rfst.1185","title":"Blood donors in Montreal (Canada) : a typology based on their daily travel behaviours","year":2021,"lang":"fr","type":"article","venue":"Revue francophone sur la santé et les territoires","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typology; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006186509,0.0005059023,0.000692879,0.0003748798,0.0002252266,0.000301531,0.0003430515,0.0004280104,0.003276538],"category_scores_gemma":[0.0004121132,0.0005406939,0.0002286773,0.000982688,0.0001579152,0.0008123726,0.00009083863,0.0009390407,0.00004195928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007117244,"about_ca_system_score_gemma":0.0007705752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6281178,"about_ca_topic_score_gemma":0.9719866,"domain_scores_codex":[0.9970655,0.0004617605,0.0007019507,0.000762293,0.0004108111,0.000597708],"domain_scores_gemma":[0.9975524,0.001310987,0.0003430935,0.0004927146,0.0002366607,0.00006413472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006550189,0.007107459,0.477014,0.002113643,0.0003981573,0.008096186,0.001175459,0.001594662,0.001443812,0.003445618,0.04504364,0.4519123],"study_design_scores_gemma":[0.005195151,0.00006075327,0.7645326,0.001999288,0.0002584924,0.00007912771,0.002071958,0.00329226,0.000725115,0.0002740098,0.2206962,0.0008150936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8444542,0.02159201,0.00009797447,0.05557117,0.00510249,0.0004412096,0.0003184462,0.00009395613,0.07232854],"genre_scores_gemma":[0.9854997,0.003263542,0.0001840114,0.004488676,0.0009318161,0.00004442839,0.0002044928,0.00008571707,0.005297665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4510972,"threshold_uncertainty_score":0.9997045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009197513998114783,"score_gpt":0.2213892602135294,"score_spread":0.2121917462154147,"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."}}