{"id":"W2955901132","doi":"10.5539/ijel.v9n4p224","title":"A Study on Using the University Library and Reading Habits of Students: A Study on Tishk International University Students in Erbil, Iraq","year":2019,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Library Science and Administration","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Newspaper; Test (biology); Publishing; Habit; Mathematics education; Psychology; Descriptive statistics; Medical education; Library science; Sociology; Media studies; Computer science; Political science; Medicine; Mathematics; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007315518,0.00008436022,0.0001459159,0.0003117397,0.0001136873,0.0001682388,0.001240288,0.00003887956,0.00003269447],"category_scores_gemma":[0.00281894,0.00007441468,0.00004472203,0.0002523369,0.00009561624,0.0006573765,0.0002042616,0.0002365057,0.000001388677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278765,"about_ca_system_score_gemma":0.0001994203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000068097,"about_ca_topic_score_gemma":0.00005281556,"domain_scores_codex":[0.9979218,0.000277659,0.0002791962,0.0001573894,0.001259804,0.0001041933],"domain_scores_gemma":[0.9981444,0.0003349916,0.0003529967,0.00009274686,0.00101001,0.00006479242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002676891,0.00117651,0.9689889,0.000001191964,0.0000986921,0.0001501661,0.02328682,0.0002176212,0.000005582684,0.005644184,0.0001142662,0.00004836731],"study_design_scores_gemma":[0.002607501,0.001088269,0.7141222,0.0001735361,0.00003939053,7.728701e-7,0.2624558,0.00004530461,0.00003105024,0.0001714505,0.01913594,0.0001287472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800094,0.000003620527,0.000004925262,0.00009962125,0.003910604,0.0002523065,0.00001219411,0.000007604638,0.01569972],"genre_scores_gemma":[0.998405,0.00002652341,0.00006565338,0.000063773,0.0009620587,6.868063e-8,0.00000131239,0.000005016981,0.0004705345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2548667,"threshold_uncertainty_score":0.3374738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0294372479353658,"score_gpt":0.3307299939614728,"score_spread":0.3012927460261071,"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."}}