{"id":"W4401285845","doi":"10.18260/1-2--46911","title":"Board 330: Looking Back: Alumni Assessment of Activities Offered Through NSF S-STEM Grant","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":"Western University","funders":"Gannon University; National Science Foundation","keywords":"Scholarship; Graduation (instrument); Inclusion (mineral); Service (business); Professional development; Medical education; Pedagogy; Political science; Psychology; Sociology; Public relations; Medicine; Engineering; Business","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":[0.007149528,0.0005601061,0.0003153744,0.002656169,0.005521886,0.004225951,0.0009585877,0.003102106,0.059596],"category_scores_gemma":[0.02256821,0.0003693801,0.0004851285,0.0008835167,0.0005270311,0.002534236,0.00348878,0.002884471,0.02016432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002785563,"about_ca_system_score_gemma":0.00872032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442193,"about_ca_topic_score_gemma":0.05361091,"domain_scores_codex":[0.996191,0.0006118906,0.0002422103,0.0002251999,0.001637745,0.001091826],"domain_scores_gemma":[0.9637519,0.0009635679,0.00118464,0.0004939415,0.01528197,0.01832408],"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":[0.0002017626,0.0004449353,0.03745229,0.0001250023,0.00001472619,0.0002314036,0.00169432,0.00006662097,0.002002122,0.0008478877,0.8343132,0.1226057],"study_design_scores_gemma":[0.0001186536,0.0009791508,0.2602766,0.000398966,0.00005229581,0.0002025203,0.03051275,0.0006382585,0.002457544,0.001134078,0.7030973,0.0001319391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2926486,0.001715958,0.004961845,0.3498027,0.04536599,0.002628956,0.003428576,0.002655111,0.2967924],"genre_scores_gemma":[0.309712,0.001458673,0.007104788,0.0527207,0.005458404,0.001043626,0.004184889,0.0008228366,0.617494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.059596,"threshold_uncertainty_score":0.1993685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05153714463167756,"score_gpt":0.3237511135890433,"score_spread":0.2722139689573658,"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."}}