{"id":"W7014186140","doi":"","title":"9781003477518_10.1201_9781003477518-1.pdf","year":2024,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Marine conservation; Harbour; Mediterranean sea; Population; Marine fisheries; Marine research; Mediterranean climate","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001622997,0.001275865,0.001380948,0.002858962,0.0005003785,0.007981237,0.001680974,0.001975318,0.8846351],"category_scores_gemma":[0.005334945,0.000547894,0.0008374087,0.003471044,0.0004963668,0.00461402,0.002393098,0.002181431,0.8919021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000776972,"about_ca_system_score_gemma":0.0009565541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005740405,"about_ca_topic_score_gemma":0.0005700986,"domain_scores_codex":[0.9988882,0.000135572,0.0001138056,0.0001647843,0.0006148773,0.00008268943],"domain_scores_gemma":[0.9962889,0.001156854,0.0003616368,0.0003226643,0.001176998,0.0006930034],"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":[0.00004773531,0.00002744981,0.00006431979,0.0008837483,0.00001123371,0.00004642059,0.00002784814,0.00007139282,0.0006719088,0.002013454,0.6561317,0.3400029],"study_design_scores_gemma":[0.000005172986,0.000007740588,0.000112571,0.0002199788,0.000002199882,0.00004005371,0.000009368881,0.00001498723,0.00005475188,0.0002505898,0.999279,0.000003530703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004408338,0.03400556,0.002408641,0.004932631,0.01625759,0.0002690468,0.00547127,0.002668044,0.9335463],"genre_scores_gemma":[0.001703739,0.02464636,0.001825443,0.002139929,0.005503363,0.0002608534,0.004253531,0.001853779,0.957813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1153649,"threshold_uncertainty_score":0.1645539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425814949738004,"score_gpt":0.2499524213541991,"score_spread":0.2356942718568191,"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."}}