{"id":"W3143093303","doi":"","title":"THE ART OF MAKING AND MATERIALITY IN EDUCATION","year":2020,"lang":"en","type":"article","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Materiality (auditing); Pedagogy; Context (archaeology); Sociology; Teacher education; Mathematics education; Psychology; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002871714,0.0006507542,0.0005798952,0.002284026,0.006638418,0.01292249,0.0009484934,0.002109404,0.008766347],"category_scores_gemma":[0.004288387,0.0002742167,0.0004061411,0.002188716,0.06668001,0.01031535,0.004927233,0.003049747,0.001071639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005071277,"about_ca_system_score_gemma":0.003860846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007119338,"about_ca_topic_score_gemma":0.01035774,"domain_scores_codex":[0.9967618,0.001925188,0.0001108886,0.0003184303,0.0006274927,0.0002562048],"domain_scores_gemma":[0.9970875,0.002014152,0.0001707919,0.0004266013,0.0001370633,0.000163878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005615595,0.000004481828,0.0001147763,0.00009803382,0.000002605886,0.00006147866,0.008588534,0.0001556044,0.00008217493,0.9722076,0.002600794,0.01607835],"study_design_scores_gemma":[0.00000508139,0.00001515059,0.0003360911,0.0004835603,0.000004344917,0.000206387,0.005212994,0.0001340364,0.0001670422,0.6103805,0.3830422,0.00001264133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01380932,0.07019294,0.03024454,0.02614982,0.00162261,0.00004597203,0.00006927668,0.0001326209,0.857733],"genre_scores_gemma":[0.8275738,0.04663068,0.01731682,0.004022597,0.001663252,0.0001539427,0.00005279164,0.0001876579,0.1023984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01292249,"threshold_uncertainty_score":0.0367949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152467573210349,"score_gpt":0.2754216903931549,"score_spread":0.2538970146610515,"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."}}