{"id":"W2623209095","doi":"10.1016/b978-0-12-805375-1.00003-9","title":"The Future Species of Anthropocene Seas","year":2017,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; National Science Foundation","keywords":"Anthropocene; Extinction (optical mineralogy); Biodiversity; Geography; Mindset; Extinction event; Ecology; Multitude; Environmental ethics; Biology; Paleontology; Political science; Sociology; Epistemology; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002389795,0.000230743,0.0002854259,0.00001849991,0.000473637,0.00007743038,0.0008956507,0.0001865967,0.01754084],"category_scores_gemma":[0.00001626883,0.0001486703,0.0001694808,0.000004662543,0.001683954,0.00004525213,0.0008456914,0.0004052822,0.0003638933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006994201,"about_ca_system_score_gemma":0.00003433564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000532992,"about_ca_topic_score_gemma":0.0002517907,"domain_scores_codex":[0.9985778,0.00001850498,0.0002377764,0.0002884321,0.00059732,0.0002802145],"domain_scores_gemma":[0.9985759,0.00004094746,0.0002212648,0.001045987,0.00002156566,0.0000943518],"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":[0.00001506629,0.000003398133,0.0005534011,0.00001930539,0.00002911635,0.00001462413,0.00004450441,5.142336e-8,0.00001103611,0.002738906,0.003484398,0.9930862],"study_design_scores_gemma":[0.0000749816,0.00004593275,0.0008535463,0.00001988832,0.00001606039,0.000003808835,0.00001380001,0.000001451575,0.00003669698,0.004730788,0.9940372,0.0001658853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001633143,0.0002760899,3.195865e-7,0.0003622978,0.0003084984,0.000271241,0.00001992681,0.00001168539,0.9987336],"genre_scores_gemma":[0.0002658452,0.001911937,0.00004190256,0.00004708267,0.0004755796,0.00000882428,0.000006441538,0.00003498173,0.9972074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9929203,"threshold_uncertainty_score":0.9833573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591912626702879,"score_gpt":0.2468666352702754,"score_spread":0.2309475090032466,"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."}}