{"id":"W6929496238","doi":"10.5061/dryad.qrfj6q5j3","title":"Data from: A test of Haldane’s rule in Neodiprion sawflies and implications for the evolution of postzygotic isolation in haplodiploids","year":2023,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Haplodiploidy; Reproductive isolation; Sterility; Hybrid; Hybrid zone; Ploidy; Genetic algorithm; Isolation (microbiology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001610436,0.0001782256,0.0005379464,0.0009058948,0.0007873624,0.0008389569,0.000888129,0.0007455191,0.009713369],"category_scores_gemma":[0.006385219,0.0001938605,0.0005789034,0.000829055,0.000923896,0.0007317171,0.0008793783,0.001029892,0.00157785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000380652,"about_ca_system_score_gemma":0.0002822423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003121938,"about_ca_topic_score_gemma":0.004455001,"domain_scores_codex":[0.9984587,0.0002042726,0.0002097824,0.0005806947,0.0004179491,0.0001286202],"domain_scores_gemma":[0.9928076,0.003267888,0.00128008,0.001312903,0.0008139584,0.0005176098],"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":[0.002890157,0.0003356395,0.8243428,0.0005922805,0.0008110092,0.001335061,0.002180923,0.0007779353,0.1274501,0.00158969,0.004511226,0.03318327],"study_design_scores_gemma":[0.000103754,0.0004012592,0.9829175,0.00005608212,0.0001328438,0.0006031242,0.0005688342,0.001344998,0.006478139,0.0005604974,0.00680402,0.00002897429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9846956,0.0001800469,0.001339989,0.000294535,0.00004795293,0.00003570192,0.006546646,0.00006241776,0.006797046],"genre_scores_gemma":[0.9882616,0.00007499163,0.001611109,0.000323834,0.00001312626,0.0000807499,0.008479859,0.00005353229,0.00110122],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.009713369,"threshold_uncertainty_score":0.03249449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2190582513611946,"score_gpt":0.4057985190223451,"score_spread":0.1867402676611506,"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."}}