{"id":"W2160934534","doi":"10.5539/ies.v8n3p159","title":"Content Analysis of Jordanian Elementary Textbooks during 1970–2013 as Case Study","year":2015,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Assessment and Pedagogy","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Al-Balqa' Applied University","keywords":"Mathematics education; Elementary mathematics; Presentation (obstetrics); Content analysis; Mathematics; Quality (philosophy); Computer science; Social science; Sociology; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001764144,0.0001878474,0.000315584,0.01294368,0.0012766,0.001901305,0.0005741294,0.0003095531,0.003920909],"category_scores_gemma":[0.008324139,0.0001567199,0.0002085013,0.01751573,0.0007257246,0.001055377,0.001036412,0.0003060396,0.0008104866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005360804,"about_ca_system_score_gemma":0.004013117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609408,"about_ca_topic_score_gemma":0.02713335,"domain_scores_codex":[0.9983603,0.0003005684,0.0002267898,0.0002056104,0.0007299233,0.0001766901],"domain_scores_gemma":[0.9919299,0.001583795,0.001281413,0.0002017259,0.004609223,0.0003939362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003389494,0.0005641961,0.5025596,0.003035092,0.00005287145,0.004976262,0.1433016,0.0009464911,0.00718129,0.005988196,0.01537584,0.3156796],"study_design_scores_gemma":[0.000006965459,0.00008687271,0.8493441,0.0004941337,0.00003556837,0.0007832884,0.07115714,0.0004006484,0.003507036,0.0002700971,0.07388451,0.00002958202],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843733,0.0009996449,0.0004177478,0.000276847,0.00001966357,0.0001686347,0.002337028,0.0000336766,0.01137331],"genre_scores_gemma":[0.9728783,0.002365669,0.003524289,0.0001627165,0.00004718532,0.0002915105,0.005844426,0.00004490701,0.01484106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01609408,"threshold_uncertainty_score":0.03889549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3222989793074493,"score_gpt":0.5367178850406529,"score_spread":0.2144189057332035,"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."}}