{"id":"W4377024471","doi":"10.5430/wjel.v13n6p151","title":"Saudi College Students' Arabic & English Reading Attitudes","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Pleasure; Arabic; Psychology; Social psychology; Mathematics education; Linguistics","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":[0.0005205431,0.000210653,0.0001878907,0.0007021768,0.00067229,0.0009122355,0.0001023035,0.0003561,0.004185782],"category_scores_gemma":[0.001674145,0.0001263626,0.0002361955,0.0003869506,0.0003490743,0.0003601386,0.0003893761,0.0004014077,0.0007846304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003113891,"about_ca_system_score_gemma":0.0003592032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007326232,"about_ca_topic_score_gemma":0.01225548,"domain_scores_codex":[0.9997376,0.00003845395,0.00002324706,0.00002405464,0.0001154082,0.00006130769],"domain_scores_gemma":[0.9979893,0.0003056792,0.0005830206,0.00005603841,0.0005323885,0.0005334899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001738881,0.0005205685,0.9604554,0.00006143221,0.0000247222,0.0002265734,0.01800986,0.00003311246,0.002166255,0.0001031403,0.0004493664,0.01777559],"study_design_scores_gemma":[0.00000744813,0.000431376,0.9782363,0.00002465204,0.00002138861,0.0002284724,0.01875642,0.0001208019,0.0004654105,0.00004013402,0.001653871,0.00001380017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988507,0.00005139695,0.00000858976,0.00004369751,0.000003909114,0.000003730583,0.00002268076,0.000001125123,0.001014163],"genre_scores_gemma":[0.9988942,0.00006605246,0.00001921213,0.00003805803,0.000003609137,0.000003335039,0.00002260067,6.094882e-7,0.000952468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007326232,"threshold_uncertainty_score":0.0145672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024547343801174,"score_gpt":0.3541404455412427,"score_spread":0.3295931017400687,"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."}}