{"id":"W4205723821","doi":"10.21225/d5859q","title":"The Great Diversity of our Research and Practice","year":2008,"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; Social science; 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":[0.0176696,0.0003248952,0.0006200795,0.00177708,0.004600918,0.003353648,0.001389932,0.002834641,0.05912107],"category_scores_gemma":[0.06912402,0.0002474201,0.0004331605,0.002080503,0.00254883,0.002583198,0.004690899,0.002053271,0.01979905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00299637,"about_ca_system_score_gemma":0.01609265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158877,"about_ca_topic_score_gemma":0.02383754,"domain_scores_codex":[0.9788614,0.006668236,0.001793708,0.001553216,0.00852823,0.002595238],"domain_scores_gemma":[0.9123307,0.02185167,0.005669848,0.01316537,0.03383944,0.01314283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004742494,0.00009787946,0.01170329,0.0009026573,0.00004793358,0.0008097481,0.002118687,0.0001322719,0.003014624,0.02175765,0.6147438,0.3441972],"study_design_scores_gemma":[0.00007073666,0.00007438378,0.01563172,0.001550685,0.0000251167,0.001637714,0.004508517,0.0002465225,0.0006512808,0.01056149,0.9649987,0.00004307833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03541458,0.01857854,0.008070511,0.295872,0.03019855,0.0005435011,0.00193268,0.0006887952,0.6087009],"genre_scores_gemma":[0.5462307,0.01841987,0.01200468,0.1991564,0.01094972,0.001733438,0.001755166,0.0008315446,0.2089184],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05912107,"threshold_uncertainty_score":0.1977797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1519475071894509,"score_gpt":0.4130310121833309,"score_spread":0.26108350499388,"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."}}