{"id":"W7108097774","doi":"","title":"Libyan EFL Students’ Background on Computer and Internet as Correlates of Their Readiness to Online Learning","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Sample (material); Online learning; Quarter (Canadian coin); English language; Electronic learning; Online research methods; Computer-mediated communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000351809,0.000212807,0.0002234115,0.001330056,0.0007020804,0.001836871,0.0002159611,0.0004414473,0.006745677],"category_scores_gemma":[0.001782765,0.0001244087,0.0001559437,0.0008020824,0.0003090815,0.0005827056,0.0005618004,0.0006086206,0.0009964638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847405,"about_ca_system_score_gemma":0.000468537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368432,"about_ca_topic_score_gemma":0.004487711,"domain_scores_codex":[0.9997385,0.00003538542,0.00002755217,0.00002261434,0.00008025343,0.00009577436],"domain_scores_gemma":[0.9982076,0.000344385,0.0005812952,0.00003868236,0.0002292047,0.0005988299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003384349,0.0004615939,0.9875509,0.00002801793,0.000006578064,0.000249092,0.002474506,0.00001978267,0.0004552274,0.00005955269,0.0002039206,0.008457089],"study_design_scores_gemma":[0.000002255777,0.0001793972,0.9877615,0.00004051743,0.000006750181,0.0002288208,0.01059337,0.00008549161,0.0001310372,0.00004656643,0.000917755,0.000006491752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984924,0.00007523233,0.00001208856,0.00004698298,0.000003207726,0.000004657454,0.00003472226,0.000001845842,0.001328996],"genre_scores_gemma":[0.9986299,0.0001651434,0.00003300312,0.00003134818,0.000005376115,0.000008004209,0.00007188567,0.000001500753,0.001053868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006745677,"threshold_uncertainty_score":0.0225665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3052077995306983,"score_gpt":0.5295105377312017,"score_spread":0.2243027382005034,"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."}}