{"id":"W1820063639","doi":"","title":"Teaching a 'Humanistic' Science: Reflections on Interdisciplinary Course Design at the Post-Secondary Level","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Course (navigation); Humanism; Mathematics education; Pedagogy; Humanistic education; Engineering ethics; Psychology; Sociology; Engineering; Philosophy; Theology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01687675,0.0003633246,0.0005922216,0.001822498,0.005199502,0.00425362,0.00909412,0.0001065974,0.02597138],"category_scores_gemma":[0.00239637,0.0002273202,0.0002520451,0.002955784,0.001327301,0.005264757,0.007054239,0.001113152,0.0003983114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004226541,"about_ca_system_score_gemma":0.001611775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002983721,"about_ca_topic_score_gemma":0.0009981295,"domain_scores_codex":[0.9921536,0.001453191,0.001330256,0.0009558945,0.003383994,0.0007230642],"domain_scores_gemma":[0.9932543,0.00179483,0.001030253,0.001391973,0.002077954,0.0004506589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006232282,0.00218314,0.02455616,0.00003592433,0.0003336628,0.0002888647,0.02229857,0.000433561,0.2918684,0.008451059,0.5275183,0.1158002],"study_design_scores_gemma":[0.0008295567,0.0005530109,0.7579203,0.000343717,0.00009210176,0.0001578378,0.01168282,0.0008411076,0.03603098,0.1844144,0.006329231,0.0008048965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.687872,0.002504105,0.009792159,0.004615894,0.002794392,0.001874406,0.0002726923,0.00008065369,0.2901937],"genre_scores_gemma":[0.9887275,0.00008360752,0.0006649854,0.0004516826,0.0002512041,0.00008768187,0.000006237058,0.00003793267,0.009689221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7333642,"threshold_uncertainty_score":0.99678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6986309483284646,"score_gpt":0.6746394020335518,"score_spread":0.02399154629491285,"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."}}