{"id":"W2890034748","doi":"10.25071/1916-4467.40359","title":"Finding Humanity in Design","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Notice; Curriculum; Creativity; Humanity; Sociology; Engineering ethics; Pedagogy; Political science; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0200479,0.0009371856,0.0007804277,0.002588509,0.01250969,0.01993448,0.001534485,0.004328059,0.01355311],"category_scores_gemma":[0.01593206,0.0009242619,0.0006932717,0.001687859,0.08079278,0.01583648,0.01240502,0.006801564,0.001788834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01409361,"about_ca_system_score_gemma":0.0125385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301537,"about_ca_topic_score_gemma":0.01627194,"domain_scores_codex":[0.9752366,0.01814286,0.0005194868,0.001882514,0.003154035,0.00106452],"domain_scores_gemma":[0.9844312,0.01008061,0.0003702589,0.002770536,0.001279048,0.001068316],"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":[0.00002423077,0.00003553933,0.0006327495,0.0002569207,0.00001901068,0.0001439493,0.08245279,0.0004098383,0.0005780262,0.8274137,0.02747159,0.06056173],"study_design_scores_gemma":[0.00001542352,0.00003207993,0.0002773457,0.0006109058,0.000008631825,0.0002160256,0.02092366,0.0002260926,0.0004941482,0.1936154,0.7835573,0.00002290149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03755276,0.04945174,0.1639398,0.1513973,0.004587745,0.000230065,0.0001197498,0.0006086592,0.5921121],"genre_scores_gemma":[0.7392862,0.01859138,0.08347589,0.01719343,0.0008294382,0.0003467693,0.0001420748,0.0007933693,0.1393413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0200479,"threshold_uncertainty_score":0.1060247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09219938036808853,"score_gpt":0.3079991354433403,"score_spread":0.2157997550752518,"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."}}