{"id":"W2901414849","doi":"10.1002/9781119511847.ch13","title":"Sustainability and Resilience","year":2023,"lang":"en","type":"other","venue":"","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Sustainability; Resilience (materials science); Perspective (graphical); Sustainable development; Environmental resource management; Environmental planning; Fisheries management; Business; Psychological resilience; Fishery; Natural resource economics; Political science; Geography; Economics; Ecology; Fishing; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001741348,0.000825672,0.0004405053,0.001629164,0.002933519,0.006100149,0.0006462039,0.002013963,0.0154708],"category_scores_gemma":[0.002521177,0.0001643993,0.000415868,0.001325009,0.01673584,0.006434864,0.006892748,0.002141107,0.002112103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003699751,"about_ca_system_score_gemma":0.00322652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702221,"about_ca_topic_score_gemma":0.002685047,"domain_scores_codex":[0.9985489,0.0005233803,0.0000555079,0.0002267424,0.0003281392,0.0003173218],"domain_scores_gemma":[0.9989564,0.0004289557,0.0001195409,0.0001647426,0.0001700984,0.0001602296],"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":[0.000003201667,0.000004830249,0.0002440194,0.00007489462,0.00000520392,0.0000432061,0.00121238,0.0003256167,0.00007875838,0.9707572,0.009091904,0.0181588],"study_design_scores_gemma":[0.000001601071,0.00001160254,0.0005653356,0.0003955111,0.000003843415,0.0001274068,0.001696066,0.0001267559,0.00008998992,0.5585828,0.4383897,0.000009470912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007912976,0.0293859,0.01008303,0.05127043,0.0009879671,0.0000532494,0.0001871585,0.0001147965,0.9000045],"genre_scores_gemma":[0.7348636,0.0798415,0.009936618,0.01335145,0.002218321,0.0002607659,0.0003796148,0.0001966011,0.1589515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0154708,"threshold_uncertainty_score":0.05175501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007667946693566181,"score_gpt":0.260977038731659,"score_spread":0.2533090920380928,"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."}}