{"id":"W7033130578","doi":"","title":"9781003477518_10.1201_9781003477518-2.pdf","year":2024,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Medieval European History and Architecture","field":"Arts and Humanities","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":[0.001562783,0.001281156,0.001348288,0.002866113,0.0004996338,0.00798892,0.001679931,0.001973521,0.8847607],"category_scores_gemma":[0.004974348,0.0005485673,0.000859109,0.003431973,0.0004941831,0.004527613,0.002405403,0.002156254,0.8898217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007648902,"about_ca_system_score_gemma":0.0009338618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005716417,"about_ca_topic_score_gemma":0.000575402,"domain_scores_codex":[0.998923,0.0001295564,0.0001090274,0.0001606754,0.0005952206,0.00008253576],"domain_scores_gemma":[0.9965412,0.001068499,0.000336572,0.0003085823,0.001084891,0.0006603187],"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":[0.00004895045,0.0000274158,0.00006607848,0.0008802146,0.00001173892,0.00004829912,0.00002774024,0.00007378783,0.0007075998,0.002020067,0.6577852,0.3383028],"study_design_scores_gemma":[0.000005252776,0.000007727976,0.0001124729,0.0002130972,0.000002201274,0.00004142802,0.000009321568,0.00001540211,0.00005681179,0.0002481276,0.9992848,0.000003539306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004429527,0.03284015,0.002397131,0.00476876,0.01612446,0.0002628468,0.005458093,0.002704922,0.9350008],"genre_scores_gemma":[0.001718855,0.02345167,0.001821274,0.002157322,0.005482447,0.0002513694,0.004223205,0.001880408,0.9590134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1152393,"threshold_uncertainty_score":0.1643749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281814554034157,"score_gpt":0.2254547803793786,"score_spread":0.2026366348390371,"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."}}