{"id":"W4395090412","doi":"10.5430/wje.v14n1p79","title":"The Power of Visuals: The Significance of Higher Education Teacher Professional Development in Visual Literacy in Kuwait","year":2024,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Professional development; Psychology; Faculty development; Power (physics); Pedagogy; Mathematics education; Statistical analysis; Visual literacy","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":[0.00183502,0.0001362802,0.0001436512,0.0008154121,0.002497212,0.002925599,0.0004107542,0.0003643489,0.002286525],"category_scores_gemma":[0.00489605,0.0002152251,0.0001121723,0.0008876532,0.002581227,0.001486382,0.002178083,0.0007838618,0.0001523096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003570559,"about_ca_system_score_gemma":0.007404531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03750704,"about_ca_topic_score_gemma":0.07406166,"domain_scores_codex":[0.998138,0.0007566061,0.00008085857,0.0001335877,0.0003944494,0.0004965065],"domain_scores_gemma":[0.9958439,0.001563917,0.000955757,0.0001689098,0.0005916912,0.0008757974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002243626,0.0004293186,0.5264052,0.0004507484,0.00002297629,0.002533727,0.2697783,0.0002758915,0.005219861,0.009993415,0.002109251,0.182557],"study_design_scores_gemma":[0.000009746669,0.0001974772,0.7024795,0.0002897198,0.00002646843,0.0006786438,0.2742432,0.0005513463,0.001370488,0.001402859,0.01871935,0.00003123017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867995,0.0002106256,0.0001894426,0.001027402,0.00001107036,0.00001097817,0.000009601285,0.000005082192,0.01173626],"genre_scores_gemma":[0.9989636,0.00008794357,0.00009262165,0.00004782485,0.000002772507,0.000003335863,0.000002964924,0.000001362225,0.0007975744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03750704,"threshold_uncertainty_score":0.07457751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908090143943948,"score_gpt":0.4145386485205116,"score_spread":0.3954577470810722,"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."}}