{"id":"W4402832370","doi":"10.1080/14615517.2024.2407687","title":"Mining, the sustainable development goals and impact assessments: a review of governance and local impacts","year":2024,"lang":"en","type":"review","venue":"Impact Assessment and Project Appraisal","topic":"Mining and Resource Management","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Corporate governance; Sustainable development; Environmental planning; Environmental impact assessment; Impact assessment; Environmental resource management; Business; Environmental science; Political science; Public administration","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.006517495,0.0009087044,0.001755456,0.008999953,0.0008848429,0.003327937,0.001236596,0.001838984,0.002706263],"category_scores_gemma":[0.01704219,0.0006777831,0.001035998,0.01355681,0.001759754,0.004207949,0.001646964,0.002006776,0.0006072955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003658581,"about_ca_system_score_gemma":0.01538874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009963259,"about_ca_topic_score_gemma":0.02476088,"domain_scores_codex":[0.9955251,0.001581696,0.0009380393,0.0003778992,0.001420169,0.0001571555],"domain_scores_gemma":[0.9831731,0.01207481,0.001523996,0.0002857124,0.0027098,0.0002326838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004369036,0.00006497304,0.0006858978,0.2055287,0.0003321014,0.0002012081,0.00176855,0.0006270015,0.0006285521,0.02150908,0.03570228,0.732908],"study_design_scores_gemma":[0.000007919463,0.00007869851,0.003134324,0.1706761,0.0004839188,0.0003958754,0.001501414,0.0001136346,0.0002363002,0.004356555,0.8189833,0.00003199192],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001171031,0.9981185,0.0001218646,0.000706623,0.0001294994,0.00001069971,0.00001751155,0.000002568655,0.0007757176],"genre_scores_gemma":[0.001545575,0.9976729,0.0002384394,0.0003061715,0.00006267317,0.00001562359,0.00002005556,0.000001715013,0.0001368775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009963259,"threshold_uncertainty_score":0.03446823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091903004578386,"score_gpt":0.4182246908394643,"score_spread":0.3873056607936805,"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."}}