{"id":"W7100842094","doi":"","title":"Science Innovation and Sustainability: Investing in British Columbia's Knowledge based Natural Resource Sector","year":2003,"lang":"en","type":"article","venue":"","topic":"Biographical and Historical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural resource management; Ecosystem management; Natural resource; General partnership; Variety (cybernetics); Resource management (computing); Information management; Sustainable management; Resource (disambiguation)","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":[0.0006105554,0.00006958932,0.0001503941,0.0004025924,0.0006243374,0.0007095776,0.00009592748,0.00003649344,0.0007152678],"category_scores_gemma":[0.0007322856,0.00008554306,0.00003557363,0.00179037,0.001074139,0.0002063296,0.00003227207,0.0001815173,0.000002797973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317996,"about_ca_system_score_gemma":0.0001711747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0290434,"about_ca_topic_score_gemma":0.5763924,"domain_scores_codex":[0.9989454,0.00006245,0.0002598253,0.000312027,0.0001662912,0.0002540791],"domain_scores_gemma":[0.9992372,0.00008779679,0.00004672654,0.000112959,0.0004508367,0.00006447404],"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":[0.00001085385,0.0005556149,0.141785,0.0002731815,0.00001935712,0.00001056897,0.007371268,0.000004575609,0.0002822434,0.8171127,0.009393043,0.02318151],"study_design_scores_gemma":[0.0003811946,0.00005666771,0.009357305,0.00003265293,0.00001471611,0.000002521688,0.002242959,0.0006150045,0.00001048072,0.01825064,0.9687541,0.0002818138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404235,0.0003116269,0.00002599145,0.000308339,0.00008640344,0.0001151288,0.000002664429,0.00005792024,0.05866845],"genre_scores_gemma":[0.9770822,0.000001336028,0.0001735101,0.0004325785,0.00005336599,0.000007619617,0.000005232134,0.000005759187,0.0222384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.959361,"threshold_uncertainty_score":0.9774223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672249482897247,"score_gpt":0.259048242451444,"score_spread":0.2023257476224716,"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."}}