{"id":"W2181436687","doi":"","title":"Unearthing Possibilities: Human Resources Challenges and Opportunities in Canadian Mineral Exploration","year":2010,"lang":"en","type":"article","venue":"","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mineral exploration; Workforce; Business; Human resources; Supply and demand; Situational ethics; Knowledge management; Environmental resource management; Process management; Environmental planning; Computer science; Management; Political science; Economics; Economic growth; Geology; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001762501,0.00006385778,0.00007205811,0.0001290193,0.00003375434,0.00003947156,0.00004397901,0.00006447279,0.00006382066],"category_scores_gemma":[0.000006240749,0.00006833991,0.000007945387,0.000009995852,0.00002185757,0.0002057822,0.00000911868,0.0001103312,0.000001311894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002136826,"about_ca_system_score_gemma":0.00001208833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04814452,"about_ca_topic_score_gemma":0.8397704,"domain_scores_codex":[0.9996277,0.000004444356,0.0001169441,0.00007778816,0.00001854389,0.0001545988],"domain_scores_gemma":[0.9997864,0.00001214863,0.00000727278,0.00009924804,0.000005634137,0.00008927456],"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":[0.000008734548,0.00003421147,0.009586377,0.0005079564,0.00005038657,0.00007473669,0.2303409,0.002006284,0.01062339,0.558794,0.005797266,0.1821757],"study_design_scores_gemma":[0.00120733,0.0003479977,0.04530663,0.000279693,0.00001855026,0.00007159349,0.09649475,0.2683211,0.003653159,0.06688924,0.5148069,0.002603088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950255,0.0001680133,0.000007596732,0.0003844247,0.00005951172,0.00004305996,0.000002010706,0.0001366268,0.04894375],"genre_scores_gemma":[0.9981676,0.0004532428,0.000890749,0.00003672417,0.00004922862,0.000009743489,0.000004484257,0.00001228107,0.0003759553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7916259,"threshold_uncertainty_score":0.958194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06733473449063684,"score_gpt":0.2323833972250567,"score_spread":0.1650486627344198,"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."}}