{"id":"W4281632939","doi":"10.24018/ejedu.2022.3.3.334","title":"Self-Perception on Information Technology Skills of Pre-Service Teachers from the Point of View of Their Programs","year":2022,"lang":"en","type":"article","venue":"European Journal of Education and Pedagogy","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Perception; Point (geometry); Curriculum; Psychology; The Internet; Medical education; Mathematics education; Pedagogy; Computer science; Medicine; World Wide Web; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006308955,0.0001248837,0.0001867708,0.0007701915,0.000347167,0.0009493519,0.0001612761,0.0003148078,0.003327165],"category_scores_gemma":[0.003463175,0.0001370823,0.0001794373,0.0003351175,0.0003717157,0.000465086,0.0004651714,0.000518492,0.0004202792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002551862,"about_ca_system_score_gemma":0.0003918953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002041797,"about_ca_topic_score_gemma":0.002334391,"domain_scores_codex":[0.9994408,0.0001033659,0.00004697629,0.00005650055,0.0002186957,0.0001336081],"domain_scores_gemma":[0.9954637,0.001000895,0.0009849977,0.0001256508,0.0008207728,0.001604036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009200457,0.0007188523,0.9452855,0.00008894203,0.00001998597,0.0003389063,0.03245591,0.00011201,0.002318988,0.0001576676,0.000565568,0.01784557],"study_design_scores_gemma":[0.000004352471,0.0003409089,0.9542913,0.00003447769,0.000009136349,0.0002566829,0.04211759,0.0002092126,0.0004935175,0.00006448109,0.002166535,0.00001175968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998705,0.00004163503,0.00005172424,0.00004850445,0.000003314298,0.000006698969,0.000020477,0.000002709363,0.001119988],"genre_scores_gemma":[0.998654,0.00005704997,0.00004672002,0.0000240381,0.000003098195,0.000006463391,0.00003663517,0.000001440105,0.001170463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003327165,"threshold_uncertainty_score":0.01113045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899663969805537,"score_gpt":0.3287013861701115,"score_spread":0.3097047464720561,"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."}}