{"id":"W2293189158","doi":"","title":"La gestion des biosolides de papetières au Québec : quelle serait la meilleure option pour réduire les émissions de gaz à effet de serre? (Pulp and paper mill sludge management in Quebec: what should be the best option to reduce greenhouse gas emissions?)","year":2015,"lang":"fr","type":"article","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Environmental Policies and Emissions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Political science; Humanities; Environmental science; Waste management; Philosophy; Engineering; Geography","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":[0.0008753365,0.0004273156,0.0002778271,0.0001673896,0.001160944,0.0002151976,0.0003630655,0.0004437788,0.002802121],"category_scores_gemma":[0.0001190073,0.000395378,0.0001253132,0.0003686653,0.001098781,0.001014803,0.0005359859,0.0004786463,0.00006376058],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004851244,"about_ca_system_score_gemma":0.0005866915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6560028,"about_ca_topic_score_gemma":0.6298089,"domain_scores_codex":[0.9972009,0.0008449359,0.0003523001,0.0005685221,0.0003688966,0.0006644358],"domain_scores_gemma":[0.9980961,0.0005036488,0.0001621076,0.0003956521,0.00002184795,0.000820655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004160863,0.0008920084,0.1390732,0.0002203247,0.0001656079,0.0001708404,0.1210003,0.2075445,0.02957084,0.001376724,0.04416175,0.4554078],"study_design_scores_gemma":[0.002403411,0.0002451152,0.4983744,0.001919974,0.0005281578,0.0004698289,0.1746972,0.02920912,0.001551357,0.0006385148,0.2888746,0.001088285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.874487,0.002603561,0.001265922,0.1097147,0.0001024784,0.0005624775,0.00002702784,0.00006455484,0.01117232],"genre_scores_gemma":[0.9746304,0.00802729,0.001919272,0.001074978,0.00008846539,0.00001233148,0.00002199947,0.00005353915,0.01417173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4543195,"threshold_uncertainty_score":0.9998498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241827063693775,"score_gpt":0.2314748080750128,"score_spread":0.2072921017056353,"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."}}