{"id":"W4384454031","doi":"10.5430/wje.v13n3p79","title":"Teachers with Participatory Action to Enhance 21st Century Learner Skills","year":2023,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Teamwork; Psychology; Action research; Participatory action research; 21st century skills; Critical thinking; Mathematics education; Citizen journalism; Resistance (ecology); Pedagogy; Medical education; Sociology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01175622,0.0007056245,0.0003686947,0.001092789,0.002327514,0.003049523,0.00137329,0.001205141,0.003546193],"category_scores_gemma":[0.01275303,0.0004086272,0.000652712,0.0005822512,0.00373765,0.002494013,0.006190646,0.001425828,0.0005351115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215714,"about_ca_system_score_gemma":0.006035052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008749944,"about_ca_topic_score_gemma":0.002040774,"domain_scores_codex":[0.9854629,0.01101033,0.0003024352,0.001004323,0.001568661,0.0006514054],"domain_scores_gemma":[0.9925689,0.00458659,0.0008160919,0.0008611185,0.0005882747,0.0005789533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002297167,0.005086772,0.01831008,0.002548855,0.0001103611,0.001379783,0.3484913,0.003186416,0.02514276,0.04345616,0.006122028,0.5459357],"study_design_scores_gemma":[0.001137454,0.005484869,0.03689609,0.003008506,0.0003660611,0.003425715,0.2573224,0.01388511,0.04739055,0.10554,0.5253242,0.0002191006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6032519,0.001541622,0.2729177,0.00986108,0.0004505172,0.005381641,0.00007677034,0.000815399,0.1057034],"genre_scores_gemma":[0.8567622,0.0008042814,0.1276467,0.0007557585,0.00006328667,0.001994199,0.00003805834,0.00003903696,0.01189644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01175622,"threshold_uncertainty_score":0.0621736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0404255373859399,"score_gpt":0.4179616673625923,"score_spread":0.3775361299766524,"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."}}