{"id":"W2182297229","doi":"10.1007/s40071-015-0111-0","title":"The effect of white sturgeon (Acipenser transmontanus) ovarian fat deposition on caviar yield and nutritional quality: introducing image processing method for sturgeon ovary fat determination","year":2015,"lang":"en","type":"article","venue":"International aquatic research.","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. Department of Agriculture","keywords":"Sturgeon; Ovary; Fatty acid; Biology; Docosahexaenoic acid; Palmitic acid; Food science; Oleic acid; Chemistry; Polyunsaturated fatty acid; Endocrinology; Biochemistry; Fishery; Fish <Actinopterygii>","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001953794,0.0003184455,0.0001184369,0.0003124341,0.00007618387,0.0002364246,0.00008734927,0.0002132811,0.0005169621],"category_scores_gemma":[0.0004067533,0.0002126881,0.0002408593,0.0001621177,0.0001825865,0.0002284965,0.0001441668,0.0002313178,0.0001064355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479808,"about_ca_system_score_gemma":0.0001213458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744239,"about_ca_topic_score_gemma":0.004617869,"domain_scores_codex":[0.9999337,0.000009231197,0.000005016503,0.00002576151,0.00001803003,0.000008220181],"domain_scores_gemma":[0.9998416,0.00005871305,0.00003847005,0.000008640202,0.00003264282,0.0000198804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002731649,0.00005644221,0.01300534,0.00005378156,0.0000221624,0.00004004918,0.00005777507,0.0005357238,0.9707874,0.00002755271,0.0000456534,0.01509499],"study_design_scores_gemma":[0.00002825065,0.001017303,0.5446937,0.00001683208,0.0001444007,0.0002511499,0.0001189017,0.02460293,0.428568,0.00007790903,0.0004501145,0.00003061784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942421,0.0001663404,0.005033192,0.00002517762,0.000007167251,0.00001088986,0.00008186932,0.00005312098,0.0003801063],"genre_scores_gemma":[0.9840497,0.0003236102,0.01442596,0.0000434789,0.000005179505,0.00003666969,0.0001895304,0.0000203896,0.0009055172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001744239,"threshold_uncertainty_score":0.003468096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07254372209015406,"score_gpt":0.3766311996232766,"score_spread":0.3040874775331225,"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."}}