{"id":"W4282973406","doi":"10.36021/jethe.v5i1.115","title":"That’s a Good Question","year":2022,"lang":"en","type":"article","venue":"Journal of Effective Teaching in Higher Education","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Critical thinking; Inclusion (mineral); Context (archaeology); Variety (cybernetics); Convergent thinking; Divergent thinking; Mathematics education; Class (philosophy); Design thinking; Pedagogy; Psychology; Process (computing); Creative thinking; Creativity; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01589328,0.002102263,0.001803282,0.001845507,0.006655977,0.00952312,0.002264432,0.01090526,0.03899445],"category_scores_gemma":[0.09114693,0.000688997,0.002011937,0.001083016,0.01489794,0.02124401,0.004977209,0.02049395,0.0284576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003720966,"about_ca_system_score_gemma":0.005369608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002635133,"about_ca_topic_score_gemma":0.002504047,"domain_scores_codex":[0.9815874,0.008474627,0.001194626,0.002868443,0.004623958,0.001251062],"domain_scores_gemma":[0.9417189,0.02294436,0.003945613,0.006922337,0.01915173,0.005316993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003273692,0.0002414919,0.002995309,0.001482656,0.0001867447,0.0008734586,0.01007917,0.0003799422,0.002352008,0.07848138,0.792087,0.1105133],"study_design_scores_gemma":[0.00004139922,0.0001464156,0.0006395224,0.001476952,0.00004273708,0.001503319,0.01020537,0.0002130904,0.0005153307,0.07518707,0.9099136,0.0001150954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004216742,0.01385033,0.01897423,0.8649231,0.05553993,0.0001936104,0.0006632245,0.0008274313,0.04081142],"genre_scores_gemma":[0.1112988,0.01393257,0.04537199,0.6884557,0.03480148,0.0004702342,0.001031722,0.001811909,0.1028256],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03899445,"threshold_uncertainty_score":0.1304495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035758823640092,"score_gpt":0.3094414248711161,"score_spread":0.2890838366347152,"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."}}