{"id":"W4407177351","doi":"10.11647/obp.0409.03","title":"Three Arabic Fishing Songs from the Musandam Peninsula","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge semitic languages and cultures","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Fishing; Arabic; Peninsula; Fishery; Geography; Linguistics; Archaeology; Biology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001765827,0.0002847232,0.0003374814,0.00002268603,0.001032857,0.0003303144,0.0004220758,0.0003913214,0.0004276683],"category_scores_gemma":[0.0002128308,0.0001972485,0.000160913,0.00004361076,0.0005469571,0.0001036899,0.0001405895,0.0004088411,0.00003919366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041836,"about_ca_system_score_gemma":0.0001773145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01788745,"about_ca_topic_score_gemma":0.01465505,"domain_scores_codex":[0.9986899,0.00003900694,0.0001983278,0.0003887221,0.0003733556,0.0003106417],"domain_scores_gemma":[0.9991158,0.0002727092,0.0001109315,0.0002695848,0.0001192782,0.0001116673],"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":[0.00001227386,0.00000679122,0.0001527381,0.00002741848,0.0001000801,0.00007371289,0.007435696,1.104967e-7,0.0000118402,0.4086312,0.5740744,0.009473703],"study_design_scores_gemma":[0.0001375075,0.00001723035,0.0007402441,0.00027533,0.0002034293,0.000002733637,0.003616686,0.000001510535,0.000003938113,0.007784872,0.9869384,0.0002781687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003069788,0.03950855,0.000008813576,0.003348093,0.0005254772,0.0003095853,0.0005588938,0.0001106885,0.9525601],"genre_scores_gemma":[0.0439784,0.002759581,0.00005528814,0.002156725,0.002154208,0.00002057277,0.0002333963,0.00002598862,0.9486158],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4128639,"threshold_uncertainty_score":0.9886525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008735158237037535,"score_gpt":0.2661481856558979,"score_spread":0.2574130274188604,"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."}}