{"id":"W3126626250","doi":"10.1007/978-3-319-16999-6_3096-1","title":"General Intelligence Factor G (Reader, Hager, and Laland, 2011)","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Art","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":[0.001043392,0.00227489,0.0009495287,0.003572109,0.0003666312,0.001563476,0.001143439,0.0007579232,0.01958587],"category_scores_gemma":[0.00363637,0.0003035702,0.001045812,0.002187781,0.0004656057,0.001718046,0.0007903983,0.002111964,0.01372613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007554917,"about_ca_system_score_gemma":0.001131743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007778287,"about_ca_topic_score_gemma":0.008337422,"domain_scores_codex":[0.9996587,0.00005574996,0.00003548363,0.0000582662,0.0001646554,0.00002704547],"domain_scores_gemma":[0.9991789,0.0003623086,0.00006785482,0.00007291217,0.0002659133,0.00005207792],"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":[0.0001462135,0.0002292594,0.008146176,0.0003222116,0.00006574039,0.00006906209,0.0002133524,0.0003031546,0.0004446156,0.007284088,0.183265,0.799511],"study_design_scores_gemma":[0.0001475834,0.0007491148,0.2184571,0.001971612,0.000306091,0.002495223,0.0008616553,0.001878912,0.003669835,0.09502611,0.674243,0.000193858],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07256178,0.1438326,0.06560451,0.01304485,0.009894311,0.002235458,0.04033446,0.006452645,0.6460395],"genre_scores_gemma":[0.212567,0.1276368,0.1325086,0.006189597,0.001702007,0.003909292,0.05770111,0.001801703,0.455984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01958587,"threshold_uncertainty_score":0.0655213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07789326215510778,"score_gpt":0.3110883377054741,"score_spread":0.2331950755503663,"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."}}