{"id":"W4416619278","doi":"10.1108/dl-04-2020-0004","title":"Online Education for a Community College on Montserrat?","year":2020,"lang":"en","type":"article","venue":"Distance Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Population; Certification; Irish; Higher education; Work (physics); Online learning","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003336593,0.0004044643,0.0002296389,0.0006995511,0.004157627,0.003393868,0.0007721062,0.002452116,0.4572349],"category_scores_gemma":[0.001039877,0.0001543033,0.0003135456,0.000702724,0.0005872936,0.004319946,0.004910175,0.001977592,0.1106862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000873604,"about_ca_system_score_gemma":0.002756884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003987556,"about_ca_topic_score_gemma":0.03161019,"domain_scores_codex":[0.9997062,0.00003703131,0.000007364803,0.00004323564,0.00008033874,0.0001258133],"domain_scores_gemma":[0.997739,0.00007534775,0.00008784817,0.00006356849,0.0001524641,0.001881735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005383995,0.0004969006,0.002904641,0.0002041284,0.000002615252,0.00149592,0.001238966,0.00001327178,0.00110066,0.003103153,0.7640688,0.2253171],"study_design_scores_gemma":[0.00001297547,0.00008882288,0.005434206,0.0001760553,0.00000234045,0.0005096904,0.004378364,0.00004367538,0.0001942306,0.0007047101,0.9884353,0.00001966903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03792471,0.003017221,0.0007913025,0.07294136,0.00799947,0.0003554632,0.001010604,0.00229135,0.8736684],"genre_scores_gemma":[0.04828598,0.001984913,0.001650237,0.03034019,0.002776781,0.000140151,0.0007066304,0.0003781678,0.913737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4572349,"threshold_uncertainty_score":0.7741886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0442499502259061,"score_gpt":0.3571803422679893,"score_spread":0.3129303920420832,"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."}}