{"id":"W7097954599","doi":"","title":"","year":2024,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Marine conservation; Harbour; Mediterranean sea; Population; Marine fisheries; Climate change; Marine life","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":[],"category_scores_codex":[0.002896862,0.0009081552,0.0009704604,0.001544804,0.000946282,0.005235528,0.001527646,0.001832074,0.1007272],"category_scores_gemma":[0.008212769,0.0002289027,0.0007629084,0.002358297,0.001438989,0.004033987,0.002870503,0.002604791,0.06275918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752501,"about_ca_system_score_gemma":0.005877652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004347677,"about_ca_topic_score_gemma":0.005761812,"domain_scores_codex":[0.9969824,0.0009062407,0.0003637369,0.0004393188,0.001066979,0.0002412703],"domain_scores_gemma":[0.9971858,0.0005821399,0.0003212045,0.0002777769,0.001393425,0.000239643],"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":[0.00002833189,0.000009592918,0.0002591841,0.001705748,0.0000239951,0.00005472043,0.0002129913,0.00002153195,0.0001847834,0.01048337,0.8097883,0.1772275],"study_design_scores_gemma":[0.000001547184,0.000004084054,0.0001686407,0.0004477308,0.000003984235,0.00002773999,0.00004695746,0.000003621137,0.00002120147,0.0004937869,0.9987784,0.000002279399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001120984,0.4294957,0.00349151,0.1079147,0.1474624,0.0002934471,0.004022064,0.0008192738,0.30538],"genre_scores_gemma":[0.01282682,0.4279151,0.004054874,0.08811446,0.03882948,0.0005562076,0.005737303,0.0004693929,0.4214964],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8992728,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010743470323442,"score_gpt":0.294555447185876,"score_spread":0.2744480124826416,"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."}}