{"id":"W3112731297","doi":"10.5206/cie-eci.v49i1.13431","title":"The Missing Pieces in the Puzzle of Iranian Undergraduate General Education: Quantitative Findings","year":2020,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Extant taxon; Curriculum; Government (linguistics); Politics; Lifelong learning; Investment (military); General education; Pedagogy; Mathematics education; Critical thinking; Political science; Sociology; Psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007639884,0.0002655843,0.0003641759,0.00184897,0.001732224,0.001986947,0.0007385851,0.0006062248,0.003479388],"category_scores_gemma":[0.02764231,0.0002808162,0.0002588254,0.00290642,0.003196337,0.00180287,0.002123308,0.001081828,0.0003573879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245657,"about_ca_system_score_gemma":0.002633776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007031322,"about_ca_topic_score_gemma":0.008745517,"domain_scores_codex":[0.9965472,0.001196001,0.0002279205,0.0003688775,0.001061402,0.0005985644],"domain_scores_gemma":[0.9824485,0.009466047,0.002907396,0.0006638414,0.003452512,0.001061666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002118413,0.001070118,0.6734965,0.0003902203,0.00004622753,0.0002658565,0.2564784,0.0002103076,0.0009987205,0.004138153,0.003890869,0.05880284],"study_design_scores_gemma":[0.000008535108,0.0001833935,0.6397738,0.00009056253,0.00001179037,0.00007887639,0.3542945,0.0002746592,0.0002713382,0.0005483809,0.004447636,0.00001646665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967791,0.00006997983,0.0001932224,0.0003960901,0.000007763673,0.00005673185,0.000143797,0.000003557785,0.002349809],"genre_scores_gemma":[0.9986513,0.0000609397,0.0001933526,0.0001310991,0.000009037333,0.00009448891,0.000124204,0.00000268705,0.0007330097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007639884,"threshold_uncertainty_score":0.04040408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1746596593322804,"score_gpt":0.4577824347925187,"score_spread":0.2831227754602383,"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."}}