{"id":"W4394342156","doi":"10.6084/m9.figshare.21062379","title":"Additional file 7 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; Boreal; The arctic; Ecology; Environmental resource management; Geography; Environmental science; Archaeology; 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":[0.006513347,0.001708904,0.003085304,0.008514748,0.001173969,0.002756258,0.003221931,0.002639006,0.5573515],"category_scores_gemma":[0.06107486,0.001446176,0.004689245,0.01318272,0.0006657934,0.002885589,0.003152002,0.001607248,0.03169829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003318737,"about_ca_system_score_gemma":0.008834072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03642707,"about_ca_topic_score_gemma":0.05457787,"domain_scores_codex":[0.9959603,0.000909115,0.00133208,0.0007456648,0.0006209264,0.0004318586],"domain_scores_gemma":[0.9482695,0.0380275,0.005052599,0.002949213,0.0047002,0.001001058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006156839,0.0001016903,0.004806537,0.1157412,0.001909335,0.00007938474,0.000304618,0.001122286,0.0002192343,0.002688553,0.8652658,0.00714557],"study_design_scores_gemma":[0.02043648,0.0003602705,0.05347217,0.06817395,0.007127927,0.000343495,0.001336201,0.001744559,0.0009438651,0.01400141,0.8316775,0.0003822116],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000845309,0.00007877975,0.00007842533,0.00006057235,0.00001126368,0.0001392279,0.999302,0.00003607364,0.0002091113],"genre_scores_gemma":[0.009662407,0.0007860131,0.006382464,0.0009128893,0.00006584321,0.01880249,0.9581083,0.0003968995,0.004882618],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5573515,"threshold_uncertainty_score":0.6313844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1355941586807916,"score_gpt":0.3734213886326314,"score_spread":0.2378272299518398,"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."}}