{"id":"W1871477274","doi":"10.21225/d5d016","title":"The Great Diversity of our Research and Practice","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Diversity (politics); Sociology; Engineering ethics; Psychology; Anthropology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.020932,0.0003487171,0.0006541319,0.001868694,0.00452843,0.003740541,0.001502976,0.002995918,0.05832352],"category_scores_gemma":[0.09211836,0.0002712115,0.0004663884,0.00216151,0.002606608,0.002700632,0.005122701,0.002206344,0.01978102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0034904,"about_ca_system_score_gemma":0.01925953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.013301,"about_ca_topic_score_gemma":0.02615236,"domain_scores_codex":[0.974763,0.008726163,0.002311146,0.001782603,0.009390819,0.003026344],"domain_scores_gemma":[0.8935372,0.02633779,0.007092079,0.01495472,0.04268412,0.01539412],"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":[0.0004902753,0.00009422681,0.01071855,0.001124615,0.00005573502,0.0007118235,0.001878928,0.0001205354,0.002181639,0.01952885,0.6542126,0.3088824],"study_design_scores_gemma":[0.00008908528,0.00007305905,0.01287166,0.002324722,0.00002724202,0.00142385,0.004263408,0.0002216272,0.0005334077,0.01002192,0.968109,0.00004113053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03010464,0.02071179,0.008117259,0.3111393,0.03697312,0.000762226,0.002487833,0.0006800034,0.5890238],"genre_scores_gemma":[0.524115,0.0219554,0.01239134,0.2461239,0.0128081,0.002648465,0.002098353,0.0009452074,0.1769142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05832352,"threshold_uncertainty_score":0.1951116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048036355092845,"score_gpt":0.4041528258457442,"score_spread":0.2993491903364597,"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."}}