{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006027811,0.0002681817,0.0001813437,0.0007812108,0.01446913,0.01126571,0.001130007,0.00378851,0.0162099],"category_scores_gemma":[0.01002523,0.0003266988,0.0002984366,0.0009176649,0.005354685,0.004587157,0.01267714,0.005034078,0.002269511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005981974,"about_ca_system_score_gemma":0.04342314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01498507,"about_ca_topic_score_gemma":0.05833667,"domain_scores_codex":[0.9951611,0.002318769,0.0000808871,0.0002896709,0.0009220483,0.001227594],"domain_scores_gemma":[0.9772589,0.00254723,0.0006920124,0.0008294619,0.001515405,0.01715691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003755761,0.001412156,0.03150161,0.0004013527,0.00003732981,0.002694618,0.08291874,0.0004601481,0.004551726,0.1330498,0.3658198,0.3767771],"study_design_scores_gemma":[0.0001096798,0.0006619034,0.03667231,0.0006770425,0.0000438514,0.0009656282,0.1395683,0.0009665294,0.003159335,0.03596715,0.7810689,0.0001393731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3658724,0.004662688,0.008010556,0.4070901,0.004307275,0.000514562,0.0001809242,0.0007034721,0.2086581],"genre_scores_gemma":[0.8688365,0.001918154,0.008174972,0.01577384,0.0005102608,0.0002234097,0.00008392788,0.000233995,0.1042449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0162099,"threshold_uncertainty_score":0.05422753,"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."}}