{"id":"W4394345526","doi":"10.6084/m9.figshare.12853542","title":"Male validation factor for three-spined stickleback (<i>Gasterosteus aculeatus</i>) mate choice likely evolutionarily conserved since 50 thousand years","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gasterosteus; Three-spined stickleback; Stickleback; Mate choice; Biology; Zoology; Ecology; Fish <Actinopterygii>; Fishery; Mating","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002259097,0.000180264,0.0001733199,0.000318499,0.0001800984,0.0003186487,0.0001002351,0.0002008775,0.002624842],"category_scores_gemma":[0.0006803105,0.00007631752,0.0002700195,0.000074935,0.0001937253,0.0001326726,0.0002361637,0.0002915866,0.0002019832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626016,"about_ca_system_score_gemma":0.0001893547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003013392,"about_ca_topic_score_gemma":0.004909567,"domain_scores_codex":[0.9998635,0.00002105656,0.000007099318,0.00004795082,0.00003825238,0.00002201025],"domain_scores_gemma":[0.9994068,0.0001003971,0.0002452013,0.00003981754,0.00005777253,0.0001499487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001231778,0.0001557567,0.5785208,0.00008259706,0.0001144389,0.0002359843,0.0002943321,0.0002585409,0.3987746,0.0003197722,0.0005468477,0.01946447],"study_design_scores_gemma":[0.000004055395,0.0002330651,0.992786,0.000004539008,0.00002456317,0.0001387871,0.0000706087,0.0005003921,0.005885279,0.00004544988,0.000297676,0.000009551384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9991546,0.00006179303,0.0002874423,0.00001687443,0.00000649022,0.000004611208,0.00007332913,0.000009534647,0.0003854856],"genre_scores_gemma":[0.9988354,0.00002879445,0.0004443154,0.00002465396,0.000004752704,0.000006930692,0.0001835664,0.000004709952,0.0004668893],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.003013392,"threshold_uncertainty_score":0.008780956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569627471680052,"score_gpt":0.2665558619038744,"score_spread":0.2308595871870739,"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."}}