{"id":"W4385079000","doi":"10.5430/wje.v13n3p94","title":"Developing Teachers to Develop Students' 21st Century Skills","year":2023,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Educational Challenges and Innovations","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action research; Mathematics education; 21st century skills; Psychology; Pedagogy; Medical education; Medicine","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":[0.00324134,0.0003989669,0.0003409284,0.0008977083,0.001228186,0.002236899,0.001041519,0.001240761,0.005140082],"category_scores_gemma":[0.005457864,0.0003640515,0.0003382534,0.000395555,0.0008796335,0.001702626,0.002797335,0.001624775,0.001978833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074062,"about_ca_system_score_gemma":0.006965635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008574835,"about_ca_topic_score_gemma":0.002427704,"domain_scores_codex":[0.9982479,0.0006670402,0.00007119922,0.0002479233,0.0004740851,0.000291985],"domain_scores_gemma":[0.9963122,0.001043256,0.0003921757,0.000281221,0.0007531237,0.001218057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001394724,0.00664395,0.02396218,0.002250196,0.00003346052,0.001312012,0.1017369,0.000561012,0.05065715,0.02391517,0.03729594,0.7514926],"study_design_scores_gemma":[0.0005392445,0.003191143,0.08133698,0.002500728,0.0001229232,0.002495732,0.0786689,0.001945513,0.04715159,0.01196939,0.76999,0.00008782413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.727743,0.003396925,0.06994613,0.01314022,0.0009266129,0.003759253,0.0001991318,0.001401042,0.1794877],"genre_scores_gemma":[0.7248892,0.003998569,0.1616638,0.002322781,0.0001336929,0.002108924,0.0002523725,0.0001736077,0.1044571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005140082,"threshold_uncertainty_score":0.01719534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621545213286158,"score_gpt":0.3608506576609495,"score_spread":0.3246352055280879,"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."}}