{"id":"W3177114872","doi":"10.4267/dechets-sciences-techniques.1254","title":"Restauration du site minier Lorraine, Latulipe, Québec : Résultats de 10 ans de suivi","year":2009,"lang":"fr","type":"article","venue":"Environnement Ingénierie & Développement","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Ressources naturelles et des Forêts (Québec); Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001559603,0.0006482756,0.0004224336,0.0001769254,0.0006334411,0.0001583495,0.0005357484,0.0003580191,0.03659756],"category_scores_gemma":[0.0002546782,0.0007009781,0.0002045291,0.0005108989,0.0004042974,0.0005789315,0.0002631987,0.0004100716,0.002253585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003578314,"about_ca_system_score_gemma":0.0002978683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005549351,"about_ca_topic_score_gemma":0.00791383,"domain_scores_codex":[0.9953328,0.0003199991,0.0009778307,0.0009058922,0.0008893014,0.001574171],"domain_scores_gemma":[0.9981227,0.0001139107,0.0004386808,0.0006870569,0.00003686882,0.0006007847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002272298,0.002632835,0.04696861,0.0001361478,0.0001387124,0.0004592972,0.03787139,0.003236214,0.1709569,0.001880082,0.5033741,0.2321185],"study_design_scores_gemma":[0.001243115,0.0009965661,0.0603932,0.0001724727,0.0001469685,0.00003948473,0.001337449,0.004596246,0.03289096,0.001298124,0.8958628,0.001022609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6579065,0.003173401,0.0880762,0.2012295,0.0008183005,0.002188601,0.0001224987,0.0004420035,0.04604304],"genre_scores_gemma":[0.8699245,0.005488696,0.03065055,0.007132454,0.001041024,0.0001961758,0.0003356831,0.00009493034,0.08513601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3924887,"threshold_uncertainty_score":0.9995441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009763515113704671,"score_gpt":0.2410786382895279,"score_spread":0.2313151231758233,"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."}}