{"id":"W6989367501","doi":"","title":"AQD Matters 2014 September - October","year":2016,"lang":"en","type":"other","venue":"SEAFDEC/AQD Repository (Southeast Asian Fisheries Development Center)","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Fisheries Research and Development Institute; Australian Centre for International Agricultural Research; Southeast Asian Fisheries Development Center/Aquaculture Department; Petroleum Technology Alliance Canada; U.S. Department of Agriculture","keywords":"Fish <Actinopterygii>; Aquaculture; Biologist","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001751637,0.0007331488,0.000610234,0.00006591,0.0003661644,0.0002635834,0.000662261,0.0005321132,0.01838515],"category_scores_gemma":[0.00001051214,0.0003147286,0.000252184,0.0001673936,0.0002110171,0.0001908254,0.0002327127,0.0002494041,0.005018834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539394,"about_ca_system_score_gemma":0.0001048585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001408413,"about_ca_topic_score_gemma":0.0005351329,"domain_scores_codex":[0.9966474,0.0002090513,0.0007573847,0.0009341244,0.0006983435,0.0007537592],"domain_scores_gemma":[0.9986666,0.00005422929,0.0005815224,0.000303032,0.00008292768,0.0003116977],"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":[0.0000489563,0.0001087339,0.04383924,0.00006723127,0.0002149669,0.00004043383,0.000326054,1.266823e-8,0.001060571,0.00001753948,0.9362183,0.01805794],"study_design_scores_gemma":[0.0003120256,0.00004377333,0.02747499,0.0005031293,0.00003526449,0.00004291488,0.0007193105,6.280773e-7,0.000301228,0.00001701266,0.9697798,0.0007699468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008120872,0.0002105344,0.00003387585,0.005340893,0.002645439,0.0009249218,0.0001919152,0.000722972,0.9818086],"genre_scores_gemma":[0.007322808,0.0000270887,0.0004044331,0.001381139,0.001641501,0.0001304545,0.0005865388,0.00007955155,0.9884265],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03356145,"threshold_uncertainty_score":0.9999305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009724198186548965,"score_gpt":0.1894874944026121,"score_spread":0.1797632962160632,"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."}}