{"id":"W4398239542","doi":"10.15626/mp.2018.1479","title":"How Close to the Mark Might Published Heritability Estimates Be?","year":2024,"lang":"en","type":"article","venue":"Meta-Psychology","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Heritability; Genealogy; Econometrics; History; Evolutionary biology; Biology; Mathematics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09953856,0.001869767,0.004041093,0.007731473,0.003081624,0.01596806,0.006043969,0.009649697,0.004910342],"category_scores_gemma":[0.424456,0.00121768,0.001831666,0.0044029,0.0161986,0.03111089,0.00589773,0.0170009,0.004998541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004564101,"about_ca_system_score_gemma":0.002818942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007169322,"about_ca_topic_score_gemma":0.002558698,"domain_scores_codex":[0.9326814,0.03954082,0.007563326,0.01083164,0.008338926,0.001043887],"domain_scores_gemma":[0.7458558,0.1542822,0.01655764,0.02935783,0.05138827,0.002558283],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009258962,0.0001760215,0.01215274,0.00377197,0.001969564,0.0008164867,0.005515471,0.004913652,0.000895397,0.4339413,0.173614,0.3613074],"study_design_scores_gemma":[0.0001524464,0.0002087166,0.008821437,0.007301426,0.0005517108,0.0008378758,0.003620201,0.003753591,0.001736301,0.7277437,0.2448478,0.0004247444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01561595,0.2061055,0.152604,0.5233346,0.07499492,0.0001447433,0.001762081,0.001618055,0.0238201],"genre_scores_gemma":[0.4378541,0.09344448,0.2103106,0.1718656,0.06877428,0.0008563622,0.002094018,0.002335765,0.01246487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9004614,"threshold_uncertainty_score":0.5264165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105602424643944,"score_gpt":0.3824294459025446,"score_spread":0.2768270212586006,"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."}}