{"id":"W1495211812","doi":"","title":"The Contribution of Geoscience to Canada's Innovation Strategy: Smart tools and human resources for vibrant resource and environmental industries","year":2002,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Business; Resource (disambiguation); Environmental resource management; Earth science; Knowledge management; Computer science; Environmental science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002514532,0.000589375,0.000288486,0.002360267,0.008094553,0.01088116,0.001182534,0.003266673,0.01039892],"category_scores_gemma":[0.009097034,0.0002526748,0.0003841142,0.002733902,0.005945743,0.003662101,0.003848084,0.003289135,0.0006620261],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07304736,"about_ca_system_score_gemma":0.2700185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9726963,"about_ca_topic_score_gemma":0.9870996,"domain_scores_codex":[0.9967784,0.000427462,0.00005518198,0.0001777275,0.001505525,0.001055743],"domain_scores_gemma":[0.9898856,0.001987129,0.0002970091,0.0002014192,0.004522301,0.003106633],"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":[0.0001574322,0.0001275924,0.02311025,0.0005401362,0.00009279998,0.0004320968,0.005936074,0.003162239,0.001367998,0.4581503,0.2671908,0.2397322],"study_design_scores_gemma":[0.00005272359,0.00006709234,0.03402957,0.0006196946,0.0001430498,0.0001909714,0.01700012,0.00520789,0.002572257,0.08044302,0.8595207,0.0001528219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1016031,0.01391286,0.007790622,0.4213036,0.0022452,0.0001373565,0.001360955,0.0003068587,0.4513395],"genre_scores_gemma":[0.8909891,0.01114233,0.008477417,0.02165726,0.0003136761,0.0000641234,0.0004260931,0.0001107618,0.06681928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9269527,"threshold_uncertainty_score":0.5299982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156176093114684,"score_gpt":0.1901950360798088,"score_spread":0.1745774267683404,"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."}}