{"id":"W4401286161","doi":"10.18260/1-2--46691","title":"Board 133: Work in Progress - A Pilot Course on Effective and Enduring Advocacy: Leading with Compassion in STEM","year":2024,"lang":"en","type":"article","venue":"","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"California Institute of Technology; National Science Foundation","keywords":"Compassion; Action (physics); Identity (music); Engineering ethics; Engineering education; Pedagogy; Public relations; Psychology; Political science; Engineering; Engineering management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004869684,0.0008852569,0.0003839536,0.0004600802,0.004366064,0.00422334,0.001212445,0.00225812,0.08702236],"category_scores_gemma":[0.004436709,0.0004120154,0.0004692007,0.0002775722,0.001390517,0.002295193,0.004418133,0.005306716,0.03031853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002530777,"about_ca_system_score_gemma":0.009354485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003175033,"about_ca_topic_score_gemma":0.01513503,"domain_scores_codex":[0.998736,0.0003028297,0.0000350606,0.000169118,0.0002206385,0.0005365186],"domain_scores_gemma":[0.9848756,0.0003702094,0.0001376365,0.0001570318,0.001008935,0.01345062],"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":[0.0002446791,0.002240058,0.0020367,0.0001172031,0.000008318269,0.0004027285,0.00168894,0.0001913269,0.002434506,0.001939947,0.8711377,0.117558],"study_design_scores_gemma":[0.0001813196,0.001374843,0.01177267,0.0001880779,0.00001093445,0.0002799901,0.006197384,0.0004140993,0.001225095,0.004157238,0.9741681,0.00003023679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1799744,0.003209409,0.01882186,0.3315396,0.1129366,0.004753103,0.002469697,0.003293254,0.3430021],"genre_scores_gemma":[0.1398734,0.002644922,0.01950426,0.0342233,0.007159361,0.001994939,0.002826306,0.001214897,0.7905586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08702236,"threshold_uncertainty_score":0.2911188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436227563501691,"score_gpt":0.2913048276908098,"score_spread":0.2669425520557929,"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."}}