{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002111935,0.001232145,0.00102321,0.002061761,0.003385887,0.008140421,0.001753605,0.005842007,0.6923442],"category_scores_gemma":[0.008346968,0.0008945484,0.001223077,0.001510738,0.00114449,0.002282193,0.003213171,0.003676506,0.5964256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002534072,"about_ca_system_score_gemma":0.006128085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01209455,"about_ca_topic_score_gemma":0.0295325,"domain_scores_codex":[0.9984124,0.00009568244,0.0001078817,0.0001723589,0.0009599462,0.0002518861],"domain_scores_gemma":[0.995225,0.0003572394,0.0002079237,0.0003200387,0.002341666,0.001548019],"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":[0.000009681884,0.00001362537,0.00006396849,0.00002641875,9.00437e-7,0.00001073892,0.000003457328,0.000007302285,0.000013614,0.0002511066,0.9914696,0.008129677],"study_design_scores_gemma":[0.00000926452,0.000006398108,0.0004409812,0.00003776413,8.980974e-7,0.000007822047,0.00001870965,0.00001160611,0.00001767277,0.0001267665,0.9993191,0.000002951299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003689293,0.002355203,0.0001851657,0.03628903,0.1299267,0.0002682165,0.006113855,0.001070349,0.8234227],"genre_scores_gemma":[0.0007167513,0.0004780751,0.00008206736,0.007010562,0.005455415,0.00004906657,0.00121622,0.0001928341,0.9847991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3076558,"threshold_uncertainty_score":0.4388337,"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."}}