{"id":"W2293779243","doi":"","title":"An Incubator for Better Outcomes: Innovation at work at Prince George's Community College.","year":2016,"lang":"en","type":"article","venue":"Community college journal","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Incubator; George (robot); Work (physics); Community college; Sociology; Higher education; Management; Pedagogy; Public relations; Psychology; Economic growth; Medical education; Political science; Economics; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01162287,0.0002536114,0.0003793033,0.0002897452,0.01307158,0.0002293419,0.001780604,0.0002641849,0.001222377],"category_scores_gemma":[0.005405272,0.0002026382,0.0001263277,0.001271734,0.0005778879,0.001592571,0.0004253289,0.001732832,0.0001678194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00216797,"about_ca_system_score_gemma":0.0007895741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007012049,"about_ca_topic_score_gemma":0.007426851,"domain_scores_codex":[0.988302,0.009540427,0.0007279724,0.0001560872,0.0006739734,0.0005995579],"domain_scores_gemma":[0.9897751,0.006673351,0.0009847786,0.001042532,0.001176337,0.0003478643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004618615,0.001298456,0.7755004,0.00003234631,0.0002140653,0.000005426191,0.06401668,0.000007686996,0.001230747,0.008975964,0.1446452,0.003611164],"study_design_scores_gemma":[0.001490176,0.0002122156,0.1551605,0.0001148591,0.00004535207,0.00002032863,0.0176335,0.000002328414,0.0001613377,0.002286651,0.8225166,0.00035611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531466,0.0000300684,0.0003900178,0.03907048,0.001203617,0.0005604517,0.0001057491,0.0001216276,0.005371368],"genre_scores_gemma":[0.960393,0.00003585265,0.002889135,0.001927982,0.000459124,0.00005973657,0.00002269675,0.00004385139,0.03416867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6778714,"threshold_uncertainty_score":0.9996907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08231781398919905,"score_gpt":0.4014216246932521,"score_spread":0.319103810704053,"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."}}