{"id":"W3161067873","doi":"10.5539/jel.v10n3p112","title":"Imagineering Learning With Logical Problem Solving","year":2021,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Mongkut's University of Technology North Bangkok","keywords":"Viewpoints; Process (computing); Problem-based learning; Logical reasoning; Mathematics education; Presentation (obstetrics); Higher-order thinking; Computer science; Critical thinking; Psychology; Management science; Teaching method; Engineering; Cognitively Guided Instruction","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":[0.006882033,0.0006817091,0.0004172406,0.002259238,0.001131659,0.005078324,0.001579823,0.001580439,0.004411606],"category_scores_gemma":[0.01450923,0.0003354894,0.001155446,0.00135525,0.005861316,0.009894644,0.002363821,0.002121686,0.0006134225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445381,"about_ca_system_score_gemma":0.003680087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009198884,"about_ca_topic_score_gemma":0.0008974749,"domain_scores_codex":[0.9940841,0.003789207,0.0002657674,0.0005345812,0.001118858,0.0002074753],"domain_scores_gemma":[0.9853835,0.01072305,0.001479953,0.00115271,0.001047482,0.0002133291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009229582,0.0004713108,0.005747455,0.0007044135,0.00002877744,0.0004413978,0.02555101,0.0191456,0.002881477,0.8362699,0.0009939263,0.1076724],"study_design_scores_gemma":[0.0001290581,0.0005019893,0.004771259,0.001199794,0.00005969094,0.001447841,0.017908,0.1092008,0.009917312,0.7671667,0.08755784,0.0001397558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1902348,0.0009554035,0.7002303,0.003654858,0.00010551,0.0006847446,0.00009125679,0.0002893066,0.1037538],"genre_scores_gemma":[0.7345323,0.0007973366,0.255482,0.0003825998,0.00003877259,0.0005736158,0.0001763152,0.00004748511,0.007969573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006882033,"threshold_uncertainty_score":0.03639609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176413075968716,"score_gpt":0.3163031171674656,"score_spread":0.298661809570594,"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."}}