{"id":"W2118650066","doi":"10.1375/twin.4.3.168","title":"Abstracts from the 10th International Congress on Twin Studies","year":2001,"lang":"en","type":"article","venue":"Twin Research","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Library science; Political science; Law; Management; Computer science; Economics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001491407,0.00008956466,0.0001103411,0.00007865269,0.0002370742,0.00007186086,0.0004045353,0.00004751817,0.00588394],"category_scores_gemma":[0.002455065,0.00006038625,0.0000429145,0.0001779133,0.0003478768,0.00004410738,0.0001955786,0.0005392025,0.00181342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006957309,"about_ca_system_score_gemma":0.00002994985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727233,"about_ca_topic_score_gemma":0.0003259615,"domain_scores_codex":[0.9982182,0.000361111,0.0001874725,0.0003033733,0.0005398135,0.0003900556],"domain_scores_gemma":[0.9916697,0.007488637,0.00003582061,0.0003204768,0.0004321187,0.00005329837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001008781,0.0008311963,0.2445586,0.00001519256,0.0009862008,0.0009157348,0.02173816,0.00002914095,0.0003815119,0.02114956,0.4937197,0.2146662],"study_design_scores_gemma":[0.001075668,0.0002551986,0.579065,0.0001442458,0.000009067358,0.00001504574,0.03657825,0.00003966576,0.0002042366,0.01356257,0.3688851,0.0001660301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7946601,0.0005330237,0.000001500273,0.006428965,0.001416917,0.0001862306,0.00002969628,0.00003130183,0.1967123],"genre_scores_gemma":[0.9736698,0.00007693947,0.00001890775,0.000524497,0.0008563153,0.00006424692,0.00001240087,0.00001404825,0.02476283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3345063,"threshold_uncertainty_score":0.9989638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.372963627401057,"score_gpt":0.5235045807762638,"score_spread":0.1505409533752068,"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."}}