{"id":"W7015215959","doi":"","title":"SEAFDEC Asian Aquaculture Volume 24(4) October - December 2002","year":2011,"lang":"en","type":"other","venue":"SEAFDEC/AQD Repository (Southeast Asian Fisheries Development Center)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Terry Fox Research Institute; International Development Research Centre","keywords":"Catfish; Clarias; Aquaculture; Aquatic animal; Clarias gariepinus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006900475,0.004556719,0.003316447,0.001686256,0.001308526,0.001307758,0.003546909,0.003389398,0.0500003],"category_scores_gemma":[0.0001204333,0.004387672,0.001271964,0.001518002,0.001497052,0.0008939654,0.00143063,0.00278482,0.06251371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784296,"about_ca_system_score_gemma":0.00183387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003417899,"about_ca_topic_score_gemma":0.002688305,"domain_scores_codex":[0.983629,0.001097343,0.003220254,0.004575322,0.003351972,0.004126126],"domain_scores_gemma":[0.9899792,0.00003269345,0.002813505,0.00426859,0.0006061714,0.002299851],"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":[0.000513035,0.001196753,0.04347238,0.000683851,0.002650073,0.001141796,0.01190848,4.074824e-7,0.0001917113,0.00006294575,0.9349186,0.003259963],"study_design_scores_gemma":[0.002651745,0.0001503179,0.01475132,0.002230093,0.0004624645,0.001055178,0.005479731,0.000004632328,0.0004416219,0.00001533018,0.968007,0.004750542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003697515,0.001654698,0.0001372394,0.0003961481,0.009553493,0.003342061,0.001479878,0.004417133,0.9786496],"genre_scores_gemma":[0.003767101,0.0000472635,0.009698588,0.0002994646,0.002493626,0.000693049,0.002455909,0.00746268,0.9730823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03308842,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373254278794174,"score_gpt":0.203963798727198,"score_spread":0.1902312559392563,"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."}}