{"id":"W6927350514","doi":"10.3389/fpsyg.2020.02230.s006","title":"Data_Sheet_14_International Comparative Study on PISA Mathematics Achievement Test Based on Cognitive Diagnostic Models.CSV","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Cognition; Process (computing); Achievement test; Item response theory; Metacognition; Cognitive development; Cognitive skill","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":[0.005959888,0.0007288595,0.001113346,0.007001103,0.0009028788,0.001006969,0.001464607,0.0006741947,0.0822074],"category_scores_gemma":[0.02503031,0.0003518006,0.001129107,0.006825542,0.000477899,0.001219695,0.001155509,0.0009626879,0.0194773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880751,"about_ca_system_score_gemma":0.002995609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008821926,"about_ca_topic_score_gemma":0.00685206,"domain_scores_codex":[0.9924981,0.001909902,0.002134858,0.0006572773,0.002530113,0.0002696366],"domain_scores_gemma":[0.9713482,0.007702757,0.003888475,0.002399056,0.01396692,0.000694598],"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":[0.003503984,0.00207867,0.271545,0.003986537,0.000275634,0.0002643844,0.0008509685,0.001500277,0.0009526873,0.00432081,0.4819742,0.228747],"study_design_scores_gemma":[0.0006764333,0.001238244,0.7353659,0.001073679,0.0001412285,0.0003084015,0.001363618,0.001158872,0.001782166,0.001588424,0.2551854,0.0001176764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.04682557,0.0003947245,0.002376535,0.00080887,0.0002394787,0.01077581,0.9020385,0.0005768992,0.03596361],"genre_scores_gemma":[0.146741,0.0007319153,0.008478574,0.0008259541,0.0001521571,0.05701426,0.7617146,0.0002484066,0.02409316],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0822074,"threshold_uncertainty_score":0.2750111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112700383112793,"score_gpt":0.3167389084135646,"score_spread":0.2054688701022853,"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."}}