{"id":"W7109168994","doi":"10.14288/1.0450905","title":"Giant Nickel Mine : how communities and industry can work together to develop and execute sustainable outcomes for all","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tailings; Work (physics); Land reclamation; Stakeholder; Sustainability; Sustainable development","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01303927,0.001114325,0.0005544032,0.001850694,0.03194723,0.02181623,0.003835056,0.006864194,0.01671788],"category_scores_gemma":[0.01167309,0.0006467366,0.0006432649,0.001314913,0.02432693,0.01287116,0.0426134,0.006185323,0.004240862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01348133,"about_ca_system_score_gemma":0.07790484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1225051,"about_ca_topic_score_gemma":0.2997057,"domain_scores_codex":[0.9873584,0.006640227,0.0001722261,0.0009158393,0.001790191,0.003123183],"domain_scores_gemma":[0.9881582,0.001349389,0.0003482616,0.0007447972,0.001938224,0.007461185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001040675,0.0005818626,0.01149612,0.0008348062,0.0001143334,0.003230519,0.2412975,0.001818604,0.002505985,0.1789475,0.2546695,0.3043993],"study_design_scores_gemma":[0.00002525796,0.0001087371,0.002420586,0.0008058345,0.0000269413,0.0002788102,0.1755023,0.0005269015,0.000442663,0.07501123,0.7447917,0.00005898083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08645883,0.006261244,0.03745373,0.2886313,0.002791784,0.0007495966,0.0001671996,0.001222278,0.576264],"genre_scores_gemma":[0.8041738,0.006040389,0.04286989,0.0226815,0.0002892234,0.0006825386,0.0002555746,0.0006923018,0.1223148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8774949,"threshold_uncertainty_score":0.243584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009039836271899998,"score_gpt":0.1763161258857834,"score_spread":0.1672762896138834,"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."}}