{"id":"W2725180440","doi":"10.5539/jel.v6n4p201","title":"Instructional Strategies to Support Creativity and Innovation in Education","year":2017,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Educational Challenges and Innovations","field":"Computer Science","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Brainstorming; Creativity; Mathematics education; Creative problem-solving; Psychology; Variety (cybernetics); Instructional design; Process (computing); Teaching method; Pedagogy; Computer science","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":[0.002917643,0.0006931931,0.0003837733,0.00186885,0.0003478221,0.002180098,0.001166884,0.0008291937,0.002342604],"category_scores_gemma":[0.01395337,0.0002355927,0.0003797594,0.0007973699,0.0004813158,0.001655092,0.00113955,0.0007683102,0.0006688958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005839555,"about_ca_system_score_gemma":0.00150683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002046846,"about_ca_topic_score_gemma":0.0004386228,"domain_scores_codex":[0.997459,0.001571729,0.000194686,0.0001561463,0.0004900557,0.0001284468],"domain_scores_gemma":[0.9885844,0.009146419,0.0008128805,0.0003471208,0.0008220478,0.0002871609],"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":[0.0002263236,0.002556471,0.006969222,0.002936023,0.0001048197,0.0005196541,0.01022439,0.002243203,0.0151627,0.02413826,0.004255196,0.9306638],"study_design_scores_gemma":[0.002312283,0.009554195,0.03914318,0.01551528,0.001741881,0.007721029,0.04271214,0.04740979,0.1402793,0.1254746,0.5677505,0.0003858416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4139734,0.01283849,0.4558797,0.004627122,0.0008114097,0.004024053,0.0002024558,0.001857256,0.1057862],"genre_scores_gemma":[0.4856778,0.004709268,0.4999114,0.0009589047,0.0001474416,0.001735893,0.0001596535,0.00008732054,0.006612374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002917643,"threshold_uncertainty_score":0.01543015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05287573624537485,"score_gpt":0.379222977269755,"score_spread":0.3263472410243801,"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."}}