{"id":"W2753340894","doi":"10.7717/peerj.3748","title":"Preferences for achromatic horizontal, vertical, and square patterns in zebrafish ( <i>Danio rerio</i> )","year":2017,"lang":"en","type":"article","venue":"PeerJ","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; Women and Children’s Health Research Institute; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; MacEwan University","keywords":"Zebrafish; Danio; Achromatic lens; Preference; Horizontal and vertical; Biology; Fish <Actinopterygii>; Mathematics; Optics; Fishery; Physics; Geometry; Statistics; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002068326,0.0001007998,0.0001306834,0.0000256027,0.0001784565,0.0001263442,0.0003658056,0.0001094433,0.0000179724],"category_scores_gemma":[0.0009868955,0.00009101379,0.00004015698,0.00002498757,0.000186998,0.000009175561,0.0002134381,0.0000801025,0.000007334672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001192695,"about_ca_system_score_gemma":0.00006006422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001081054,"about_ca_topic_score_gemma":0.0006005207,"domain_scores_codex":[0.9990751,0.00002330971,0.0001520152,0.0003201999,0.0001543853,0.0002749812],"domain_scores_gemma":[0.9992209,0.0000452048,0.00003781559,0.0004916011,0.0000537506,0.0001507006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001831314,0.0003659713,0.1063186,0.000405557,0.00007714683,0.000004977307,0.0001249244,5.652268e-7,0.8356271,0.0007569196,0.02704972,0.02908541],"study_design_scores_gemma":[0.002653721,0.001126442,0.7548518,0.0001333159,0.0000277109,0.00001075419,0.0001936005,0.0004105535,0.1786443,0.003239229,0.05824817,0.0004604489],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950005,0.0001266201,0.001516823,0.002196191,0.00004134119,0.0004532444,0.00008286891,0.00001112102,0.0005712861],"genre_scores_gemma":[0.9985421,0.0001276647,0.0004619408,0.0001608612,0.0001242367,0.0003161411,0.0001230569,0.00001429048,0.0001296637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6569828,"threshold_uncertainty_score":0.3711435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522144099266831,"score_gpt":0.3209077288132917,"score_spread":0.2956862878206234,"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."}}