{"id":"W4294266444","doi":"10.24908/cppapc.v2022i1.14818","title":"Breaking Down Barriers","year":2022,"lang":"en","type":"article","venue":"Canadian Planning and Policy / Aménagement et politique au Canada","topic":"Mining and Resource Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Selkirk College; Simon Fraser University","funders":"","keywords":"Workforce; Face (sociological concept); Resource (disambiguation); Business; Natural resource; Estate planning; Estate; Economic growth; Political science; Environmental planning; Geography; Sociology; Finance; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009554151,0.0007593662,0.0006896014,0.001938072,0.01729357,0.01030617,0.00336556,0.003987378,0.04337636],"category_scores_gemma":[0.02548774,0.0004986557,0.0007717034,0.002029974,0.009076816,0.00890039,0.01630256,0.007041819,0.00564074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01365703,"about_ca_system_score_gemma":0.04968179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2101809,"about_ca_topic_score_gemma":0.2416191,"domain_scores_codex":[0.9875771,0.002690621,0.0004861949,0.00132175,0.00293824,0.004986064],"domain_scores_gemma":[0.9852353,0.003378598,0.0008004258,0.001418339,0.005191901,0.003975369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008799079,0.0001612503,0.01260329,0.0007602176,0.00004152951,0.002352546,0.1293267,0.0006395156,0.00215062,0.4692315,0.1889941,0.1936508],"study_design_scores_gemma":[0.000009684878,0.00003518333,0.003466208,0.0008963859,0.0000178677,0.0003168711,0.06823651,0.0002639409,0.0002828437,0.03104736,0.8953946,0.00003243497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1026402,0.004725307,0.03261514,0.1359732,0.003708759,0.0007943391,0.0004831442,0.0007238757,0.718336],"genre_scores_gemma":[0.7415303,0.003120903,0.01507884,0.03629475,0.0003536732,0.000624411,0.0004897101,0.0006867572,0.2018207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7898191,"threshold_uncertainty_score":0.4179151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006832457206881134,"score_gpt":0.2149047911902737,"score_spread":0.2080723339833925,"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."}}