{"id":"W7100596586","doi":"","title":"66.1 Overview","year":2015,"lang":"en","type":"article","venue":"","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; International comparisons; Tracking (education); Survey instrument; Quality (philosophy); Statistics education; Data quality; Survey methodology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004168789,0.0009573806,0.0007212163,0.004425925,0.002369483,0.007468002,0.002226857,0.001750001,0.3644046],"category_scores_gemma":[0.008188832,0.0005461448,0.0007204545,0.006980084,0.0007740171,0.006133564,0.004004386,0.001556149,0.3093301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003522044,"about_ca_system_score_gemma":0.006861091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007357247,"about_ca_topic_score_gemma":0.006624615,"domain_scores_codex":[0.9972837,0.000499207,0.000246316,0.0003862964,0.001216327,0.0003681052],"domain_scores_gemma":[0.9970085,0.0005454838,0.0001781412,0.0003625581,0.001435131,0.0004701972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001034483,0.00009363706,0.001467449,0.001040509,0.000008828176,0.00009315182,0.001023665,0.0002805388,0.0004540518,0.06679121,0.6049609,0.3236826],"study_design_scores_gemma":[0.000001797439,0.00001318187,0.0003829085,0.0001849122,0.000001510605,0.00003156779,0.0001446631,0.00002167381,0.00004298435,0.00154866,0.9976221,0.000004081466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002339611,0.01248287,0.01386039,0.008760338,0.001861572,0.0009387435,0.01413925,0.002002826,0.9436144],"genre_scores_gemma":[0.01310286,0.03196749,0.02196573,0.004927396,0.001383524,0.001677951,0.02563479,0.001273374,0.8980669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6355953,"threshold_uncertainty_score":0.9065996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9629429949705253,"score_gpt":0.6341146351319277,"score_spread":0.3288283598385976,"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."}}