{"id":"W2802156632","doi":"10.19173/irrodl.v19i2.3460","title":"Online Course Enrollment in Community College and Degree Completion: The Tipping Point","year":2018,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coursework; Community college; Tipping point (physics); Medical education; Psychology; Educational attainment; Distance education; Population; Academic achievement; Quality (philosophy); Mathematics education; Learning community; At-risk students; Medicine; Demography; Sociology; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01657935,0.00006583825,0.0001839377,0.00006720884,0.0008659516,0.0001141988,0.0008926267,0.00003119297,0.0001960857],"category_scores_gemma":[0.00295278,0.00004183552,0.00002211028,0.0005240413,0.0008873229,0.0001613112,0.000766159,0.001010344,0.0000048965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103766,"about_ca_system_score_gemma":0.0003092384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005173199,"about_ca_topic_score_gemma":0.006776246,"domain_scores_codex":[0.9958778,0.002877078,0.0002936326,0.0001246845,0.0006008464,0.0002259405],"domain_scores_gemma":[0.9976806,0.00164705,0.0001123682,0.0001509842,0.0003563887,0.0000526288],"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":[0.0005161947,0.002145862,0.4051567,0.001905596,0.000172127,0.00005398129,0.01718905,0.0001073837,0.0001044712,0.2080473,0.01209446,0.3525068],"study_design_scores_gemma":[0.001363229,0.0002892154,0.1632998,0.01069922,0.0000148617,0.00001512267,0.1421981,0.002326143,0.00001052415,0.005033973,0.6745762,0.0001736606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7661114,0.01233088,0.00006971339,0.1910657,0.0001115489,0.001375386,0.0001038195,0.00001429175,0.02881727],"genre_scores_gemma":[0.9842287,0.01489587,0.0001353325,0.0002940591,0.0001138659,0.00002049907,0.00006385665,0.000004037874,0.000243762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6624817,"threshold_uncertainty_score":0.7820364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1827930752277838,"score_gpt":0.4995452506802628,"score_spread":0.316752175452479,"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."}}