{"id":"W1554856387","doi":"10.1002/9781118354186.ch33","title":"The Policy Context: Building Laws and Rules that Embrace Novelty","year":2013,"lang":"en","type":"other","venue":"","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Novelty; Legislature; Context (archaeology); Ecosystem services; Political science; Biodiversity; Ecosystem; Environmental resource management; Business; Environmental planning; Ecology; Geography; Economics; Law; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05017081,0.0008257307,0.001134058,0.002451829,0.007368224,0.02483107,0.004116711,0.01598751,0.005237368],"category_scores_gemma":[0.07450512,0.0008182204,0.001045988,0.002328599,0.03462591,0.03150759,0.01301454,0.0181999,0.001969615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01308955,"about_ca_system_score_gemma":0.03095565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018579,"about_ca_topic_score_gemma":0.008814262,"domain_scores_codex":[0.9507622,0.02327851,0.002980125,0.004089079,0.01494767,0.003942338],"domain_scores_gemma":[0.9482841,0.03148066,0.004079242,0.00616689,0.007334168,0.002654902],"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":[0.0000040079,0.00001485711,0.0002068364,0.00003689971,0.000006027678,0.0000640053,0.001304381,0.0005728317,0.00006819244,0.9857696,0.005023516,0.006928852],"study_design_scores_gemma":[0.00001435525,0.00001726406,0.0003697923,0.0005682057,0.0000100846,0.00009498968,0.001807771,0.0007388543,0.0001895422,0.7714834,0.2246734,0.00003227675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0109778,0.00549526,0.06799747,0.2804275,0.00255368,0.0003150757,0.00009021147,0.0002072818,0.6319358],"genre_scores_gemma":[0.6794958,0.01150191,0.0843723,0.1437158,0.003716535,0.00110078,0.0002670556,0.0005746319,0.07525522],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05017081,"threshold_uncertainty_score":0.2653317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126649172736309,"score_gpt":0.2245492504548195,"score_spread":0.2132827587274564,"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."}}