{"id":"W2793695837","doi":"10.14288/1.0354310","title":"From dhows to trawlers : a recent history of fisheries in the Gulf countries, 1950 to 2010","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fishery; Geography; Oceanography; Geology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000765741,0.00003705393,0.0002284551,0.00003589914,0.0004469976,0.0001159642,0.001206883,0.00009553403,0.001044392],"category_scores_gemma":[0.0002237779,0.0001113716,0.0000541298,0.00008137457,0.0007098732,0.000348706,0.0001380637,0.00009904266,0.00004017775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008244516,"about_ca_system_score_gemma":0.0005732924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7389915,"about_ca_topic_score_gemma":0.9442796,"domain_scores_codex":[0.9989474,0.0001136828,0.0001352293,0.0002634628,0.0003033113,0.0002368764],"domain_scores_gemma":[0.9990917,0.0001177049,0.0001737728,0.0003894365,0.000117893,0.0001094989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002323606,0.00008171088,0.1434147,0.00001353231,0.00003282362,0.00003134496,0.1510286,0.000001754439,0.00002642598,0.000009875235,0.4856826,0.2196534],"study_design_scores_gemma":[0.0002492525,0.00001606427,0.6743684,0.00004364457,0.000007218659,2.409982e-7,0.03142501,6.211565e-7,1.58852e-7,0.0002283182,0.2935718,0.00008925241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725672,0.00006072188,0.00002036225,0.00605077,0.000948785,0.0003755392,0.0001307942,0.00001748101,0.01982836],"genre_scores_gemma":[0.9908794,0.0003035087,0.0009497906,0.0005154554,0.00006613055,0.000002312937,0.00000647518,0.000007633683,0.007269314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5309536,"threshold_uncertainty_score":0.9998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381827789679606,"score_gpt":0.2143506595562159,"score_spread":0.1905323816594199,"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."}}