{"id":"W4242696245","doi":"10.31219/osf.io/urvkb","title":"The Dubious Precision and Utility of Heritability Estimates","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heritability; Bolster; Econometrics; Economics; Geography; Biology; Evolutionary biology","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":[0.08784652,0.001285737,0.002462169,0.00363181,0.001995511,0.005661318,0.003348116,0.00387856,0.004025509],"category_scores_gemma":[0.3794204,0.000914805,0.00142388,0.002650165,0.01820955,0.008918976,0.005330678,0.009943848,0.001791833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023026,"about_ca_system_score_gemma":0.001605664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003413092,"about_ca_topic_score_gemma":0.002028272,"domain_scores_codex":[0.9483858,0.03236299,0.00290127,0.008523022,0.006998848,0.0008280146],"domain_scores_gemma":[0.6696862,0.2651205,0.007000242,0.04317647,0.01409129,0.0009252793],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003021745,0.0000344283,0.009502652,0.0006675377,0.0007997042,0.0002944344,0.002747531,0.002343307,0.0005346886,0.8199842,0.02662708,0.1361623],"study_design_scores_gemma":[0.00006485908,0.00003600531,0.00409696,0.0004933153,0.0001709698,0.0002804691,0.0003311071,0.003394395,0.0007158257,0.9718228,0.01851111,0.00008209049],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0360952,0.05682889,0.6483706,0.1974172,0.01058336,0.0001855683,0.001521429,0.0008758077,0.04812205],"genre_scores_gemma":[0.7903478,0.01533797,0.1445017,0.02828903,0.01210715,0.0004600037,0.0007488375,0.0008456964,0.007361773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9121535,"threshold_uncertainty_score":0.4645823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154980849010434,"score_gpt":0.47716789657289,"score_spread":0.3616698116718466,"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."}}