{"id":"W7098393513","doi":"","title":"Cognitive Measurement, *Cognitive Processes,","year":2016,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Test (biology); Welfare; Educational testing; Cognitive development; Cognitive test","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003907339,0.0005006481,0.00030037,0.001896423,0.000802683,0.002127403,0.0007844386,0.000389194,0.008819588],"category_scores_gemma":[0.02350151,0.0001286386,0.0002986276,0.002191181,0.00121554,0.001633618,0.001258991,0.0009152405,0.001678761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155976,"about_ca_system_score_gemma":0.002579354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545288,"about_ca_topic_score_gemma":0.01113826,"domain_scores_codex":[0.9968653,0.001293936,0.0002127232,0.0002800474,0.001155795,0.0001921218],"domain_scores_gemma":[0.9924075,0.003348854,0.0007138791,0.0009829781,0.002122387,0.0004244629],"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":[0.0002322324,0.0005412176,0.2101502,0.0008492643,0.0001422856,0.0001483171,0.003475789,0.001486032,0.001681252,0.0461761,0.01909233,0.7160249],"study_design_scores_gemma":[0.000072905,0.0008003711,0.6938133,0.001013333,0.0001742507,0.0009450399,0.007679651,0.005406621,0.00393161,0.09233986,0.1937395,0.00008354789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4347715,0.01717772,0.09162675,0.00896965,0.001422486,0.001469981,0.007832531,0.0009367189,0.4357927],"genre_scores_gemma":[0.9573726,0.002601957,0.02369979,0.0004504661,0.000224181,0.0006671746,0.00139348,0.00006030303,0.01353008],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01545288,"threshold_uncertainty_score":0.0307259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120891154548884,"score_gpt":0.225188441553733,"score_spread":0.1130993260988446,"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."}}