{"id":"W4402079533","doi":"10.5539/jedp.v14n2p59","title":"Creativity in The Pre-school Setting: A Comparison Study Between Arabic and English Lessons in Qatari Preschools","year":2024,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Arabic Language Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arabic; Psychology; Creativity; Linguistics; Mathematics education; Social psychology; Philosophy","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":[0.001253154,0.0004666476,0.000764182,0.001843637,0.003634641,0.002208146,0.0005314972,0.0005316764,0.002610356],"category_scores_gemma":[0.002357639,0.0004027524,0.0004886728,0.001273699,0.001493243,0.001001747,0.001116331,0.0008627385,0.0004084296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002898685,"about_ca_system_score_gemma":0.002719735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04294966,"about_ca_topic_score_gemma":0.1366627,"domain_scores_codex":[0.9993024,0.000163052,0.00005597404,0.0001039754,0.00008879227,0.0002858756],"domain_scores_gemma":[0.9987588,0.0003576931,0.0002017321,0.00006029915,0.0002579144,0.0003636577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004743433,0.002926169,0.3246821,0.000281089,0.00003977803,0.003489155,0.6447358,0.00004798072,0.002601695,0.0005164983,0.000405908,0.01979944],"study_design_scores_gemma":[0.00002638202,0.0008585417,0.4184087,0.0000888893,0.00002874412,0.0004910444,0.5772429,0.00002734399,0.0004310052,0.00008581262,0.002291116,0.00001954368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994338,0.0001038371,0.000009614305,0.00001616484,0.000002234584,0.00001240209,0.00001376328,7.960758e-7,0.0004073477],"genre_scores_gemma":[0.9989266,0.0001867761,0.00009169986,0.0000437253,0.000002151504,0.00002817268,0.00002866564,0.000001703362,0.0006904908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04294966,"threshold_uncertainty_score":0.08539939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07257161199327275,"score_gpt":0.4663137291401344,"score_spread":0.3937421171468617,"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."}}