{"id":"W4394558842","doi":"10.6084/m9.figshare.21062388","title":"Additional file 9 of Evidence of the impacts of metal mining and the effectiveness of mining mitigation measures on social–ecological systems in Arctic and boreal regions: a systematic map","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Arctic; Permafrost; Boreal; The arctic; Environmental science; Environmental resource management; Ecology; Mining engineering; Earth science; Geology; Oceanography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003659852,0.001619261,0.002461653,0.008525648,0.001022212,0.002953507,0.003441524,0.002640299,0.6330296],"category_scores_gemma":[0.04298504,0.001363186,0.00308024,0.01571911,0.0006068127,0.003199697,0.003490365,0.00154867,0.056364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003339801,"about_ca_system_score_gemma":0.006754951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06995901,"about_ca_topic_score_gemma":0.09269711,"domain_scores_codex":[0.9974904,0.0004475165,0.0007605796,0.0004650918,0.0005118225,0.0003246276],"domain_scores_gemma":[0.9637173,0.02402965,0.004011837,0.00205462,0.005241124,0.0009454301],"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":[0.0002145675,0.00005110788,0.00288754,0.02468864,0.0003623777,0.00003787988,0.0001270692,0.000465862,0.00006114462,0.001140542,0.9657114,0.004251779],"study_design_scores_gemma":[0.007308402,0.0001341956,0.04708818,0.02791213,0.001427435,0.0001744178,0.0009494515,0.0007917617,0.0003677385,0.00783716,0.9058038,0.0002054125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003611921,0.00003092765,0.00002162962,0.00003500961,0.000005317127,0.00003376497,0.9995764,0.00002546544,0.000235316],"genre_scores_gemma":[0.0033884,0.0003704723,0.001634013,0.0003739739,0.00003075296,0.003050686,0.9880388,0.0001967753,0.002916092],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6330296,"threshold_uncertainty_score":0.5234388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1355164040263831,"score_gpt":0.3733968535646799,"score_spread":0.2378804495382968,"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."}}