{"id":"W2587627225","doi":"","title":"Failed Experiments: An Empirical Assessment of Adaptive Management in Alberta's Energy Resources Sector","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Mining and Resource Management","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Adaptive management; Statutory law; Rigour; Natural resource; Environmental resource management; Scholarship; Environmental planning; Political science; Business; Law; Economics; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.1026154,0.0004981983,0.0008678267,0.004149206,0.009067835,0.007512938,0.006231761,0.003631206,0.002451052],"category_scores_gemma":[0.2181968,0.0007611397,0.0006858348,0.006401919,0.0212075,0.003885451,0.004815956,0.003779652,0.0002087905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07510205,"about_ca_system_score_gemma":0.0668607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6630372,"about_ca_topic_score_gemma":0.6670998,"domain_scores_codex":[0.8910689,0.05991375,0.00553063,0.005053099,0.03254671,0.005886853],"domain_scores_gemma":[0.503689,0.3862812,0.03937972,0.01836316,0.04563904,0.006647851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002271002,0.005881347,0.709338,0.001385088,0.0004058191,0.00103866,0.1887953,0.003208217,0.001699076,0.02216292,0.003931314,0.0598833],"study_design_scores_gemma":[0.0003554054,0.0037636,0.7435932,0.0009912977,0.0001846587,0.0001178328,0.2254781,0.007504808,0.001565566,0.003216862,0.01301004,0.0002185442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875469,0.0004084456,0.0008996351,0.001147664,0.0000192117,0.0009129129,0.0001484903,0.00001923918,0.008897691],"genre_scores_gemma":[0.9954013,0.0002200919,0.001649788,0.000656448,0.00001227959,0.000675668,0.0001615942,0.00001223185,0.001210656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3369628,"threshold_uncertainty_score":0.6778944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115450786844433,"score_gpt":0.2584934563530354,"score_spread":0.2473389484845911,"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."}}