{"id":"W6948280381","doi":"10.5061/dryad.cvdncjt0b","title":"Data from: Genotype-by-environment interactions for seminal fluid expression and sperm competitive ability","year":2019,"lang":"en","type":"dataset","venue":"DRYAD","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Sperm competition; Sperm; Female sperm storage; Competition (biology); Mating; Sexual selection; Semen","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":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0008658354,0.0002857333,0.0003164394,0.000112719,0.0001835053,0.001428913,0.004941075,0.0001126024,0.0004938935],"category_scores_gemma":[0.0004311506,0.0002635129,0.00004279502,0.00007914386,0.0001157833,0.01074271,0.008177113,0.0004715508,0.0005366322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155315,"about_ca_system_score_gemma":0.0000624717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003840959,"about_ca_topic_score_gemma":0.00009156169,"domain_scores_codex":[0.9969489,0.0002414927,0.0003228798,0.001567872,0.0005724918,0.0003463823],"domain_scores_gemma":[0.9932906,0.001275443,0.0002778308,0.004976959,0.00003810424,0.000141045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004012684,0.0001595773,0.00001209691,0.0001091264,0.00006433063,0.000006728469,0.00001599931,0.000001471516,0.0012211,0.0001203282,0.9974601,0.0007889924],"study_design_scores_gemma":[0.0003226235,0.00008232318,0.0001341005,0.00008924769,0.00005337509,0.000001860529,0.00003688818,0.00179088,0.0001687009,0.0000753248,0.9969753,0.0002693621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000420698,0.0003982351,0.07073969,0.0006964242,0.0004751088,0.0008802263,0.9265897,0.00002231177,0.0001562327],"genre_scores_gemma":[0.00003457744,0.002449809,0.01039749,0.0001588769,0.0001642603,0.00007738853,0.9859251,0.00001264479,0.0007798995],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06034219,"threshold_uncertainty_score":0.9999817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160591600355955,"score_gpt":0.3773578697631229,"score_spread":0.2612987097275273,"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."}}