{"id":"W4247822630","doi":"10.1007/978-3-030-29489-2","title":"Critical, Transdisciplinary and Embodied Approaches in STEM Education","year":2019,"lang":"en","type":"book","venue":"Advances in STEM education","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Embodied cognition; Hegemony; Engineering ethics; Decolonization; Sociology; Pedagogy; Epistemology; Political science; Engineering; Politics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002013532,0.000386511,0.0006508725,0.001347372,0.0001704945,0.0004380779,0.0007402232,0.0003703932,0.0001114875],"category_scores_gemma":[0.0002352222,0.000343913,0.00009028131,0.0009200542,0.0002750284,0.002463243,0.0001847762,0.0006040275,0.0002268365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007386436,"about_ca_system_score_gemma":0.005242359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005332675,"about_ca_topic_score_gemma":0.0008400044,"domain_scores_codex":[0.9953619,0.0004651322,0.001236442,0.00122342,0.00127037,0.00044271],"domain_scores_gemma":[0.9965853,0.001447619,0.0003593751,0.0008403772,0.0006016656,0.000165643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004300354,0.001153687,0.003523397,0.0009330236,0.00001376694,0.000005732939,0.0152065,0.0002628557,0.00001479284,0.1392521,0.03222827,0.8069758],"study_design_scores_gemma":[0.00079763,0.0007404017,0.004833915,0.002674648,0.00004071357,0.00003828296,0.1285869,0.001632583,0.00005206439,0.5858237,0.273481,0.001298178],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02214718,0.03731725,0.0003249627,0.003186605,0.004735516,0.002307661,0.00006444123,0.00003693925,0.9298794],"genre_scores_gemma":[0.2796244,0.000890688,0.0005683019,0.0001078518,0.0006459688,0.0006809523,0.0001949026,0.00005634857,0.7172306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8056777,"threshold_uncertainty_score":0.9999013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139167346478434,"score_gpt":0.4460063195105959,"score_spread":0.3320895848627524,"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."}}