{"id":"W1975552162","doi":"10.1023/b:fish.0000009262.45438.79","title":"New methods for the primary culture of gill epithelia from freshwater rainbow trout","year":2002,"lang":"en","type":"article","venue":"Fish Physiology and Biochemistry","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; European Commission","keywords":"Rainbow trout; Trout; Biology; Fetal bovine serum; Yolk sac; Bovine serum albumin; Cell culture; Cell biology; Andrology; Fishery; In vitro; Biochemistry; Fish <Actinopterygii>; Embryo","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008247503,0.0001947849,0.0002909391,0.00001353969,0.0001566386,0.000007438084,0.000271557,0.000350127,0.001444159],"category_scores_gemma":[0.00004099272,0.0001177454,0.000154743,0.00004791328,0.0002754345,0.00002987729,0.0001270777,0.0001816224,0.00002475191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008468744,"about_ca_system_score_gemma":0.00001080608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002845157,"about_ca_topic_score_gemma":0.000002753259,"domain_scores_codex":[0.9991495,0.00007307772,0.0001964509,0.0003312129,0.00001289034,0.0002368874],"domain_scores_gemma":[0.9993544,0.0001773538,0.000117866,0.0002860984,0.00004023112,0.0000240542],"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":[0.0001132586,0.0000423762,0.00007137332,0.00004874233,0.0003280437,2.509352e-7,0.0003153092,1.235997e-7,0.7805175,0.0000214301,0.2111164,0.00742524],"study_design_scores_gemma":[0.001149406,0.00004915547,0.001676117,0.00001858493,0.0001983216,0.000004256353,0.0001677359,0.000004952753,0.6699858,0.0005272661,0.3260556,0.0001627916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.85475,0.1108912,0.006566107,0.00782891,0.002680751,0.002586661,0.006979295,0.000340374,0.007376745],"genre_scores_gemma":[0.849139,0.002002428,0.01689377,0.006626267,0.0007861104,0.0001176774,0.005995129,0.00005693762,0.1183827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149392,"threshold_uncertainty_score":0.9994687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088946180145164,"score_gpt":0.244302193059506,"score_spread":0.2334127312580543,"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."}}