{"id":"W4311173156","doi":"10.1016/j.exis.2022.101182","title":"Doing ‘Dirt Research’ in Northern Mining Towns: An Overview","year":2022,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Memorial University of Newfoundland","funders":"","keywords":"Dirt; Balance (ability); Field (mathematics); Field research; Relation (database); Economic geography; Economy; Geography; Sociology; Economics; Social science; Cartography","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":[],"consensus_categories":[],"category_scores_codex":[0.01229297,0.0005910458,0.0009660481,0.004945327,0.006300629,0.008244842,0.002856181,0.003915949,0.005738098],"category_scores_gemma":[0.008333824,0.0007999883,0.0005708386,0.008917378,0.009356818,0.004570717,0.006550966,0.002072112,0.001527627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008333958,"about_ca_system_score_gemma":0.01964794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007384215,"about_ca_topic_score_gemma":0.02105928,"domain_scores_codex":[0.9902265,0.005900485,0.0005500798,0.0007157299,0.001231138,0.001376122],"domain_scores_gemma":[0.9858014,0.008886213,0.00132243,0.0007933031,0.001276097,0.001920559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001908024,0.0008687968,0.0164126,0.03567938,0.0001176537,0.004803243,0.1124109,0.001886299,0.002394181,0.07889982,0.0239854,0.722351],"study_design_scores_gemma":[0.00002494509,0.0005750249,0.05180543,0.01820328,0.0000578964,0.005993983,0.06169361,0.0003252766,0.00138538,0.01908321,0.8407569,0.00009507289],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06687028,0.7475791,0.0124466,0.04007635,0.0007843808,0.0007240596,0.0001959654,0.000216585,0.1311067],"genre_scores_gemma":[0.3148995,0.633089,0.02039015,0.006077993,0.0009512563,0.0009808956,0.0002874763,0.0001166806,0.02320706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01229297,"threshold_uncertainty_score":0.06501222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09992369438659192,"score_gpt":0.3164363295974589,"score_spread":0.216512635210867,"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."}}