{"id":"W2785098868","doi":"","title":"What Is A Geological Engineer? Lessons From Canadian Education Experience","year":2000,"lang":"en","type":"article","venue":"ISRM International Symposium","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Engineering ethics; Engineering education; Political science; Engineering; Public relations; Engineering management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008391473,0.0004643843,0.000433929,0.001719538,0.03174411,0.01052416,0.002455618,0.003706596,0.01053843],"category_scores_gemma":[0.01258803,0.0004576334,0.0003691289,0.003231342,0.008049087,0.004529377,0.007033745,0.007259334,0.001204749],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07672787,"about_ca_system_score_gemma":0.1911417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9481258,"about_ca_topic_score_gemma":0.9915724,"domain_scores_codex":[0.9922191,0.00145213,0.000187585,0.0004662053,0.00273437,0.002940686],"domain_scores_gemma":[0.9688043,0.002195325,0.0005369359,0.000225993,0.007173162,0.02106435],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001034039,0.0008892274,0.02761064,0.0002414632,0.00002037127,0.002624188,0.4683961,0.0004751159,0.0006582756,0.02070534,0.3573143,0.1209616],"study_design_scores_gemma":[0.00001744593,0.00006694684,0.01393584,0.0003733384,0.00001252661,0.0004664206,0.4745731,0.0001225528,0.0001782915,0.001752354,0.5084386,0.00006269133],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3780374,0.008814807,0.001194511,0.3713661,0.003124383,0.0001197976,0.0003531576,0.00009791282,0.2368919],"genre_scores_gemma":[0.8313174,0.01133515,0.001418883,0.02333196,0.0002254575,0.00004044344,0.0002369151,0.0001253485,0.1319686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9916085,"threshold_uncertainty_score":0.5567023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380098797406248,"score_gpt":0.2450918369206846,"score_spread":0.2312908489466222,"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."}}