{"id":"W2112664311","doi":"10.1139/f10-151","title":"The effects of handling time, ambient light, and anaesthetic method, on the standardized measurement of fish colouration","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Sault College; McGill University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Fish <Actinopterygii>; Reflectivity; Eugenol; Light intensity; Ultraviolet light; Chemistry; Environmental science; Animal science; Biology; Fishery; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002126403,0.00006875168,0.0001570311,0.00003656445,0.000405833,0.00003739767,0.0001962708,0.00003208691,0.0001112763],"category_scores_gemma":[0.0004807353,0.00003432525,0.00003256488,0.0001284208,0.001124298,0.00008398236,0.00001573265,0.00006509186,5.81968e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004178297,"about_ca_system_score_gemma":0.0001263337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511145,"about_ca_topic_score_gemma":0.01896243,"domain_scores_codex":[0.999101,0.000171345,0.0002509129,0.00009418398,0.0002253447,0.0001572526],"domain_scores_gemma":[0.9992779,0.0002545402,0.000255095,0.00007261372,0.00002625124,0.0001135894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002860393,0.0001662378,0.7047212,0.00008045815,0.0001481815,0.00005042737,0.01615385,0.00002619519,0.1292582,0.001451029,0.01804993,0.1296084],"study_design_scores_gemma":[0.0006112863,0.005032331,0.9433318,0.0001784573,0.0001210935,0.00005078206,0.00292595,0.0004828212,0.03955757,0.002918536,0.00461441,0.0001749675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961448,0.0001794553,0.00003913972,0.002616688,0.0001640598,0.000141361,0.000001409108,7.678736e-7,0.000712352],"genre_scores_gemma":[0.9991258,0.00007566763,0.0005903385,0.0001754075,0.000007220924,0.000002702755,4.171786e-8,0.000002006356,0.00002083209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2386107,"threshold_uncertainty_score":0.998939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679728623233527,"score_gpt":0.2258238326933676,"score_spread":0.1990265464610323,"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."}}