{"id":"W2346656778","doi":"","title":"Adaptive Management in Canadian Environmental Assessment Law: Exploring Uses and Limitations","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Adaptive management; Context (archaeology); Process (computing); Environmental resource management; Resource management (computing); Environmental law; Management process; Environmental planning; Field (mathematics); Business; Risk analysis (engineering); Environmental management system; Computer science; Process management; Management science; Engineering; Political science; Management system; Environmental science; Operations management; Law; Geography; Ecology","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":[0.04038746,0.0007139219,0.0007507335,0.005706421,0.01334882,0.01721059,0.007947891,0.004157953,0.004354461],"category_scores_gemma":[0.1033352,0.0006237675,0.0007782736,0.009331075,0.02373317,0.008670558,0.00566686,0.007024696,0.0002351488],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1385521,"about_ca_system_score_gemma":0.1806684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814074,"about_ca_topic_score_gemma":0.9828256,"domain_scores_codex":[0.9635308,0.007942267,0.001509455,0.002935846,0.02034576,0.003735969],"domain_scores_gemma":[0.9021106,0.05262849,0.002739813,0.004005934,0.03653108,0.001984096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000252191,0.00004308035,0.008192627,0.000180778,0.00002230565,0.0001722251,0.003930635,0.0034019,0.0001669078,0.911293,0.01540873,0.05716253],"study_design_scores_gemma":[0.0000922356,0.00013558,0.04921591,0.002816839,0.0002275453,0.0004273927,0.02207318,0.04286978,0.001471208,0.3797584,0.5002889,0.000623139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09299192,0.01466006,0.02771907,0.1631754,0.0004519987,0.0004609311,0.0008614704,0.0002307569,0.6994485],"genre_scores_gemma":[0.9292469,0.007921617,0.02650965,0.01430766,0.0002084868,0.0003205872,0.0002680053,0.00007021135,0.02114697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8614479,"threshold_uncertainty_score":0.9991575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267624014957208,"score_gpt":0.2589049216551199,"score_spread":0.2321425201593991,"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."}}