{"id":"W4236718068","doi":"10.47886/9781934874417.ch8","title":"Managing the Impacts of Human Activities on Fish Habitat: The Governance, Practices, and Science","year":2015,"lang":"en","type":"book-chapter","venue":"American Fisheries Society eBooks","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Environmental resource management; Business; Corporate governance; Sustainable development; Ecosystem-based management; Watershed; Strategic environmental assessment; Cumulative effects; Environmental impact assessment; Ecosystem; Geography; Environmental science; Ecology; Computer science","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":[0.0005372216,0.0002220161,0.00009657793,0.0004623428,0.0007288182,0.003271996,0.0005081114,0.0004780228,0.003178156],"category_scores_gemma":[0.0002834782,0.0001021565,0.00007093818,0.001265152,0.002575458,0.00120868,0.0007083977,0.0005431522,0.0003795362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003936957,"about_ca_system_score_gemma":0.006836703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06445627,"about_ca_topic_score_gemma":0.1858328,"domain_scores_codex":[0.9998651,0.00003709675,0.000004202901,0.00001630389,0.0000579134,0.0000194189],"domain_scores_gemma":[0.9999081,0.00004388367,0.000007873928,0.000008058039,0.00001963623,0.00001242593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007741833,0.00004443406,0.003419238,0.0003712122,0.000008866629,0.0001406769,0.003958235,0.005037349,0.001089896,0.3255111,0.09160069,0.5688106],"study_design_scores_gemma":[0.00000306609,0.00002673275,0.007396189,0.0005718822,0.000005189343,0.00008380504,0.005308316,0.0009636417,0.0004977597,0.09125318,0.8938785,0.00001162346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01960698,0.07358865,0.01505485,0.03187673,0.000589092,0.0001014301,0.0002291396,0.0001177506,0.8588353],"genre_scores_gemma":[0.4101347,0.1566322,0.01746814,0.003927264,0.0006488173,0.0001244096,0.0003344251,0.00006196829,0.4106681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06445627,"threshold_uncertainty_score":0.1281622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272727989731083,"score_gpt":0.260374014543979,"score_spread":0.2376467346466682,"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."}}