{"id":"W4416608227","doi":"10.1503/cmaj.240643-f","title":"Recherche et réconciliation : les sables bitumineux et la santé","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Canadian Institute for Advanced Research","funders":"","keywords":"Vegetation (pathology); Thematic Mapper; Natural regeneration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005888524,0.0000882369,0.0001184522,0.00009684802,0.0001920803,0.0001308767,0.0001731038,0.0004197824,0.007459948],"category_scores_gemma":[0.004897745,0.00008463854,0.00004285,0.0002782145,0.00005878583,0.0002254845,0.00003111566,0.0006570278,0.0002622927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001978481,"about_ca_system_score_gemma":0.001011407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01107121,"about_ca_topic_score_gemma":0.1457108,"domain_scores_codex":[0.9975857,0.001127939,0.0002883156,0.000135484,0.0006119795,0.0002506442],"domain_scores_gemma":[0.9988767,0.0004913453,0.0001406169,0.0000759635,0.0000455233,0.0003698435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000667203,0.00001957659,0.7007563,0.000005477712,0.00004507424,0.00004173493,0.0003738982,0.00004517739,0.001063036,0.001932546,0.1966736,0.09903698],"study_design_scores_gemma":[0.000380255,0.00001318481,0.4171894,0.00004402619,0.00001471373,0.00008472533,0.0002382047,0.0001295127,0.000213454,0.003526065,0.57806,0.0001064129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172015,0.00003616678,0.0006918176,0.03169974,0.001031573,0.00008250486,0.00001364011,0.00002979438,0.04921328],"genre_scores_gemma":[0.9808717,0.0002193197,0.001470211,0.01577217,0.000327377,0.000009215755,0.00001403616,0.00001317218,0.001302772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3813864,"threshold_uncertainty_score":0.9955142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943808892695144,"score_gpt":0.3046873077288167,"score_spread":0.2852492188018653,"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."}}