{"id":"W2538437177","doi":"10.14324/111.444.ljcs.2016v31.004","title":"Marine Fish Farming and the Blue Revolution: Culturing Cod Fisheries","year":2016,"lang":"en","type":"article","venue":"London Journal of Canadian Studies","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Domestication; Fishery; Fishing; Fish <Actinopterygii>; Vision; Geography; Biology; Ecology; Sociology","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":[0.0002935466,0.0000784726,0.0001559635,0.00006316783,0.0002044866,0.00002332637,0.0001193921,0.00001158296,0.0001800119],"category_scores_gemma":[0.0001182773,0.00003905124,0.00004394418,0.000130194,0.0003599632,0.000167291,0.0006258726,0.00005980481,0.000008872781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001499248,"about_ca_system_score_gemma":0.00001146184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01581937,"about_ca_topic_score_gemma":0.3717579,"domain_scores_codex":[0.9993696,0.00003208448,0.0001884366,0.00008266709,0.0001523074,0.0001748833],"domain_scores_gemma":[0.9996158,0.00006307442,0.0001021699,0.00007769684,0.0000233825,0.0001178149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000140333,0.00001263963,0.0540996,0.00003804356,0.0003076411,0.0001894997,0.002739437,0.00003186703,0.0001455752,0.002337509,0.2038022,0.7361556],"study_design_scores_gemma":[0.001164047,0.00006712997,0.0851396,0.00007227954,0.00005410497,0.000121963,0.00175534,0.000002967494,0.00007419013,0.003156221,0.908277,0.0001151865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.779403,0.002293045,0.000101309,0.1402321,0.0007171531,0.0003027472,0.00001112037,0.00001449688,0.07692495],"genre_scores_gemma":[0.9796351,0.008138834,0.0003064852,0.0009270618,0.0001498825,0.000005217262,2.081566e-7,0.000007026685,0.01083021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7360404,"threshold_uncertainty_score":0.9907344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249024755108559,"score_gpt":0.1953715217906264,"score_spread":0.1828812742395408,"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."}}