{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002331583,0.0002355864,0.0002399855,0.002025561,0.01393002,0.00689487,0.001341276,0.001121125,0.01260943],"category_scores_gemma":[0.004127895,0.0002286206,0.0002482358,0.002908181,0.005336653,0.002011504,0.003445375,0.001267176,0.0004417426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04619047,"about_ca_system_score_gemma":0.107253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9556324,"about_ca_topic_score_gemma":0.983558,"domain_scores_codex":[0.9969344,0.0004666407,0.00006886837,0.0001661289,0.00126713,0.001096871],"domain_scores_gemma":[0.9960789,0.001073988,0.0002327848,0.0001251482,0.001236932,0.00125224],"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":[0.0003721252,0.0001889025,0.129219,0.001284605,0.00006699943,0.00274033,0.1557148,0.005962657,0.003307309,0.171907,0.08387043,0.445366],"study_design_scores_gemma":[0.00001495345,0.00006731795,0.1393305,0.0005425276,0.00002961655,0.0004661598,0.4477391,0.002392478,0.0007885191,0.03133261,0.3771113,0.0001848046],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.649682,0.007994082,0.002157835,0.1160919,0.0002439487,0.0001113163,0.0008633946,0.00004964334,0.2228059],"genre_scores_gemma":[0.971941,0.003931174,0.0009884271,0.00132574,0.00003302421,0.00003048816,0.0001187895,0.00001127901,0.02162009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04619047,"threshold_uncertainty_score":0.3351369,"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."}}