{"id":"W4248077028","doi":"10.1007/978-3-319-56782-2_1061-2","title":"Intelligence","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Computer science; Psychology","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":[0.0002083504,0.0009840947,0.0003631974,0.001038333,0.00073567,0.002319436,0.0005727589,0.0006405889,0.09258907],"category_scores_gemma":[0.0006123042,0.000187273,0.0002188334,0.000758154,0.001086705,0.002110841,0.001381882,0.001681425,0.07251929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008558044,"about_ca_system_score_gemma":0.000727765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328623,"about_ca_topic_score_gemma":0.002696625,"domain_scores_codex":[0.9998404,0.00002339134,0.000005898188,0.00003577539,0.0000759317,0.00001864537],"domain_scores_gemma":[0.9998926,0.00002197645,0.000004819044,0.00002460796,0.00003718618,0.0000188313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001363144,0.00002597651,0.0001517974,0.0001172711,0.000004535695,0.00003986457,0.0003660597,0.0002171735,0.0003108233,0.2632588,0.3964771,0.3390169],"study_design_scores_gemma":[0.000001594867,0.000006066167,0.0001834487,0.00008162153,0.000001875362,0.00006364765,0.00004802146,0.00007042843,0.0001356374,0.05305332,0.9463518,0.00000258128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003861805,0.003988597,0.002556408,0.001083955,0.0005421125,0.00001487256,0.0001084533,0.000144875,0.9911745],"genre_scores_gemma":[0.007327242,0.004230526,0.001711166,0.000513001,0.0003826414,0.00003138094,0.0002606346,0.00008436926,0.9854591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09258907,"threshold_uncertainty_score":0.3097413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259651339759252,"score_gpt":0.3601290659421174,"score_spread":0.2341639319661922,"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."}}