{"id":"W4380880044","doi":"10.1002/9781119511847.app2","title":"Appendix B: Models of Fishery Systems","year":2023,"lang":"en","type":"other","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Nova scotia; SAINT; Citation; Fishery; Library science; History; Archaeology; Computer science; Art history; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002773776,0.0001419143,0.0004016827,0.00005757198,0.00002181239,0.00001253488,0.0002423967,0.0002781135,0.06381577],"category_scores_gemma":[0.00003127579,0.0001032689,0.0001366539,0.000279385,0.0001066859,0.00004560703,0.000179368,0.00007013068,0.005377867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453021,"about_ca_system_score_gemma":0.000004731915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04817761,"about_ca_topic_score_gemma":0.006858446,"domain_scores_codex":[0.9988779,0.00005388975,0.0002626498,0.0003157096,0.0002768147,0.0002130631],"domain_scores_gemma":[0.9993748,0.00005317301,0.0001551185,0.0003501234,0.000003195084,0.00006355813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001478214,0.00004103988,0.005390247,0.0001162149,0.00006311487,0.000007172096,0.00002453323,0.01146529,0.000001789064,0.0006902773,0.9817864,0.0004124669],"study_design_scores_gemma":[0.0001308075,0.0000512925,0.0008357016,0.00008828035,0.00007249104,0.000001647266,0.0008679475,0.01474298,0.000001945115,0.001324376,0.9814805,0.0004020599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002530554,0.00007889837,0.0006476719,0.00002740858,0.0001820523,0.000307746,0.00001553822,0.0003377172,0.9981499],"genre_scores_gemma":[0.02934229,0.0000412487,0.00004717042,0.00001439104,0.00004818952,0.00003743509,0.000007162922,0.0001941628,0.970268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05843791,"threshold_uncertainty_score":0.9953966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709439499972766,"score_gpt":0.2135011742758175,"score_spread":0.1964067792760898,"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."}}