{"id":"W2157878176","doi":"10.1242/jeb.078840","title":"Pronounced heritable variation and limited phenotypic plasticity in visual pigments and opsin expression of threespine stickleback photoreceptors","year":2012,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria; Simon Fraser University","funders":"","keywords":"Opsin; Biology; Stickleback; Phenotypic plasticity; Retina; Rhodopsin; Gasterosteus; Photopigment; Color vision; Evolutionary biology; Visual pigments; Retinal; Zoology; Fish <Actinopterygii>; Genetics; Botany; Neuroscience; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001346972,0.00009768018,0.0001704714,0.00005893079,0.00002408042,0.00000541819,0.00004807763,0.0001003027,0.00002373753],"category_scores_gemma":[0.00005794863,0.00007877153,0.00002209515,0.00004362305,0.00007633902,0.00001748368,0.00007004881,0.00005483779,3.568282e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001764158,"about_ca_system_score_gemma":0.00002582841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009695063,"about_ca_topic_score_gemma":0.000001692431,"domain_scores_codex":[0.9993507,0.00005880233,0.0002793226,0.0001032353,0.00005913216,0.0001487987],"domain_scores_gemma":[0.9996562,0.00001516694,0.0001961435,0.0000333421,0.00003572164,0.00006340267],"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":[0.000483534,0.0002082901,0.1221459,0.0000079968,0.00001585888,1.882697e-7,0.0004057349,0.000001675264,0.8765211,0.00001454317,0.00003044544,0.0001647192],"study_design_scores_gemma":[0.001318272,0.0009769511,0.08050112,0.00002996847,0.000006397518,0.00001085925,0.0004837442,0.00001553726,0.9163471,0.00002342646,0.0001968767,0.00008967085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971887,0.002222945,0.000250236,0.0000127829,0.0001478809,0.0001006363,0.000002187319,0.000001080376,0.00007359127],"genre_scores_gemma":[0.9978871,0.0001879189,0.001800037,0.00002912957,0.00006127283,0.000003856232,0.00001483302,0.00000603042,0.000009849907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04164479,"threshold_uncertainty_score":0.321221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009525957411296058,"score_gpt":0.2716459992323665,"score_spread":0.2621200418210705,"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."}}