{"id":"W4406583323","doi":"10.22621/cfn.v138i1.3457","title":"\"Ring of Fire: High-Stakes Mining in a Lowlands Wilderness\" by Virginia Heffernan, 2023 [book review]","year":2025,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wilderness; Environmental ethics; History; Archaeology; Philosophy; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008454311,0.0008546656,0.0004465132,0.001226517,0.002914539,0.002582923,0.001581901,0.003322208,0.00861747],"category_scores_gemma":[0.001662334,0.0003864397,0.0003061111,0.001623538,0.001959167,0.002311854,0.001009759,0.00343326,0.002558194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006294529,"about_ca_system_score_gemma":0.01256293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5824648,"about_ca_topic_score_gemma":0.8674481,"domain_scores_codex":[0.9995233,0.00006314425,0.00001653046,0.00006656583,0.0002596351,0.0000707806],"domain_scores_gemma":[0.9996018,0.0001070378,0.00002164583,0.000008651585,0.0001998019,0.00006107634],"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":[0.000007142672,0.00000706564,0.0001199964,0.00009877716,0.000002715146,0.00003755235,0.0001750247,0.000050208,0.00005031245,0.00298251,0.9305152,0.0659536],"study_design_scores_gemma":[0.000002071477,0.000004590459,0.0005092415,0.0002160554,0.000003071003,0.00005941479,0.0001549263,0.00002063691,0.00003561321,0.0004461805,0.9985421,0.000006122781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008871708,0.7677715,0.0006484255,0.1184,0.02610443,0.00005706496,0.0002354357,0.00008982186,0.08580615],"genre_scores_gemma":[0.006114407,0.4618968,0.0009391335,0.0537021,0.006816156,0.00004917909,0.0002818661,0.0001063387,0.470094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4175352,"threshold_uncertainty_score":0.8399884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005696222988262429,"score_gpt":0.2033513477078617,"score_spread":0.1976551247195993,"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."}}