{"id":"W2088055785","doi":"10.1016/j.neuron.2012.06.022","title":"Fractionating Human Intelligence","year":2012,"lang":"en","type":"article","venue":"Neuron","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":423,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Medical Research Council; Mauritius Research Council","keywords":"Psychology; Neuroscience; Cognitive science","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":[0.001276368,0.0009953395,0.0005925433,0.001447589,0.0005482038,0.001895734,0.0005173822,0.0004278914,0.006401407],"category_scores_gemma":[0.01063194,0.0002105744,0.0005187001,0.001025117,0.001499923,0.003729241,0.001591079,0.0007332426,0.0009667671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009229414,"about_ca_system_score_gemma":0.0005511748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003246056,"about_ca_topic_score_gemma":0.002300882,"domain_scores_codex":[0.9991894,0.0002347169,0.00003390142,0.0003168786,0.0001211829,0.0001038753],"domain_scores_gemma":[0.9960569,0.001805447,0.0003340879,0.0013092,0.0003573514,0.0001368903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007424831,0.0001598919,0.061519,0.0002607176,0.0002721962,0.0002412962,0.00130574,0.04423207,0.01378169,0.3086989,0.005999059,0.562787],"study_design_scores_gemma":[0.00004592954,0.0004988204,0.07211393,0.000120504,0.0002788788,0.0009468159,0.001145547,0.1647421,0.02903645,0.6861971,0.04477213,0.0001018076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5261022,0.004253216,0.3502753,0.002123123,0.0005238744,0.00007822506,0.0009060159,0.001616144,0.1141217],"genre_scores_gemma":[0.9713014,0.0005185517,0.02117343,0.0001663214,0.0001249089,0.00002820151,0.0002066093,0.0001209304,0.006359539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006401407,"threshold_uncertainty_score":0.02141488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042091571233543,"score_gpt":0.386448919207369,"score_spread":0.2822397620840146,"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."}}