{"id":"W7039029583","doi":"","title":"La préservation des milieux humides et hydriques : un incontournable pour des activités d’exploration minière écoresponsables au Québec?","year":2024,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Medical, Sociocultural, and Biopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Climate extremes; Statistical analysis","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"],"consensus_categories":["sts"],"category_scores_codex":[0.0007565253,0.0003876034,0.0005563406,0.0001403496,0.001567481,0.00005304589,0.0007193588,0.0005471022,0.000607248],"category_scores_gemma":[0.0006074313,0.0003102897,0.0004699695,0.0004853762,0.008491589,0.0005976078,0.0003642033,0.0004229098,0.0001916668],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004404047,"about_ca_system_score_gemma":0.001302183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2132766,"about_ca_topic_score_gemma":0.8366435,"domain_scores_codex":[0.99729,0.0009137212,0.0003918617,0.0004209155,0.0005716812,0.0004118916],"domain_scores_gemma":[0.9985195,0.0004735439,0.000225173,0.0002128563,0.0003756781,0.0001932211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004152583,0.00198852,0.02097998,0.01860824,0.002385636,0.00005570276,0.5218216,0.0007665502,0.01267585,0.3681024,0.01781385,0.03438641],"study_design_scores_gemma":[0.001093533,0.0002785497,0.05033823,0.02849808,0.00139172,0.00002235247,0.047903,0.0008643853,0.01424071,0.03830021,0.8161365,0.0009326891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6321345,0.02751034,0.002770824,0.003333476,0.0006858391,0.0004976074,0.00004078544,0.00007690817,0.3329497],"genre_scores_gemma":[0.8109484,0.00762489,0.002996397,0.00003075849,0.0003491588,0.000002721344,0.00001130147,0.00003245341,0.1780039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7983227,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263382819208267,"score_gpt":0.2650020880998285,"score_spread":0.2323682599077458,"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."}}