{"id":"W1538197899","doi":"10.5772/27704","title":"Connectivity as a Management Tool for Coastal Ecosystems in Changing Oceans","year":2012,"lang":"en","type":"book-chapter","venue":"Oceanography","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecosystem; Environmental resource management; Marine ecosystem; Oceanography; Environmental science; Geography; Geology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004159623,0.0003489337,0.000432691,0.0009737517,0.0001095619,0.00004266601,0.0002165611,0.0002545286,0.001762217],"category_scores_gemma":[0.000006150836,0.0003166674,0.0002689145,0.0001421988,0.00005617199,0.0001227618,0.00004991523,0.0002118771,0.0001776009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003868452,"about_ca_system_score_gemma":0.00001897448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00041419,"about_ca_topic_score_gemma":0.013063,"domain_scores_codex":[0.9984527,0.00002521992,0.0003108703,0.0004286084,0.0001804848,0.0006021081],"domain_scores_gemma":[0.9993004,0.0001826766,0.0001598538,0.0002293689,0.00002523982,0.0001025008],"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":[0.0005799787,0.00006940736,0.3056059,0.001023647,0.0005993143,0.0002296821,0.0002864391,0.00003455635,0.00000186234,0.132966,0.006230465,0.5523728],"study_design_scores_gemma":[0.0004740987,0.000280751,0.003858722,0.0002053752,0.00008879315,0.00005509063,0.00009607069,0.0002856166,0.000002968472,0.007817068,0.986172,0.0006635054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01088345,0.001064308,0.0001301968,0.00004857237,0.0007585143,0.001089077,0.001730548,0.00007332469,0.984222],"genre_scores_gemma":[0.5867046,0.001649156,0.0003962923,0.0005801073,0.0009452855,0.0000181015,0.005043304,0.00004288637,0.4046202],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9799415,"threshold_uncertainty_score":0.9999285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260787205304463,"score_gpt":0.1960884254504897,"score_spread":0.183480553397445,"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."}}