{"id":"W1646487061","doi":"10.1080/10632921.2015.1039739","title":"Advancing Knowledge through Grassroots Experiments: Connecting Culture and Sustainability","year":2015,"lang":"en","type":"article","venue":"The Journal of Arts Management Law and Society","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Patient Safety Institute","keywords":"Grassroots; Sustainability; Pillar; Organizational culture; Sociology; Engineering ethics; Public relations; Knowledge management; Political science; Process management; Business; Engineering; Ecology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02138469,0.0005575444,0.0003897253,0.0007615747,0.001929804,0.00228307,0.0019851,0.001338597,0.005104311],"category_scores_gemma":[0.03337342,0.0002761371,0.0004125941,0.000921406,0.007172551,0.00289227,0.003086162,0.002132331,0.000316133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005542506,"about_ca_system_score_gemma":0.005611049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016015,"about_ca_topic_score_gemma":0.02863586,"domain_scores_codex":[0.987688,0.009368879,0.0002571065,0.0007462224,0.001304635,0.0006351509],"domain_scores_gemma":[0.9614792,0.0319758,0.001699948,0.002129749,0.001577481,0.001137743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.005701862,0.04396719,0.03525397,0.004274698,0.0006959359,0.001218797,0.08037241,0.01639815,0.05141808,0.264663,0.01425934,0.4817765],"study_design_scores_gemma":[0.005866229,0.0322451,0.04623633,0.002495565,0.0009373241,0.0003294944,0.04798635,0.02451858,0.07690682,0.6247365,0.1372712,0.000470517],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.882964,0.001259778,0.03261763,0.0065537,0.0004342367,0.002814435,0.0003669943,0.0001292495,0.07285997],"genre_scores_gemma":[0.9380683,0.001451064,0.05221142,0.001594017,0.00008183856,0.002274917,0.0001433877,0.00004110587,0.00413399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02138469,"threshold_uncertainty_score":0.1130944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144226819865874,"score_gpt":0.4629324040780404,"score_spread":0.3485097220914529,"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."}}