{"id":"W2973289871","doi":"10.19173/irrodl.v20i3.3913","title":"MOOCs Readiness","year":2019,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Descriptive statistics; Psychology; Structural equation modeling; Variance (accounting); Pearson product-moment correlation coefficient; Self-efficacy; Sample (material); Medical education; Reliability (semiconductor); Applied psychology; Mathematics education; Psychometrics; Social psychology; Statistics; Developmental psychology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009763216,0.000241657,0.0002089847,0.00182728,0.0005783629,0.001559345,0.00039957,0.0003786301,0.01302642],"category_scores_gemma":[0.005467088,0.0001014387,0.0004089162,0.0007085996,0.0002134908,0.0008912087,0.001103909,0.0008106789,0.002856121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004414942,"about_ca_system_score_gemma":0.001140765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002464523,"about_ca_topic_score_gemma":0.005982938,"domain_scores_codex":[0.9991348,0.00007868202,0.00006763294,0.00008404688,0.0003302108,0.0003045888],"domain_scores_gemma":[0.9949253,0.0005578733,0.001329639,0.0001424845,0.001132381,0.001912296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004763497,0.0006410185,0.8963644,0.0001556275,0.00003741187,0.0001245785,0.001476014,0.0001183431,0.0007075191,0.0005526539,0.002218168,0.0975567],"study_design_scores_gemma":[0.000003006747,0.000297533,0.9838229,0.0001043948,0.00002120228,0.0001816519,0.00336087,0.0001744222,0.0005485112,0.0002901488,0.0111781,0.0000171996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767148,0.0003582261,0.0004772497,0.0004230683,0.00004666553,0.0001505635,0.000794885,0.00005762622,0.0209769],"genre_scores_gemma":[0.9914008,0.0003053612,0.0004045042,0.0001081935,0.00001934951,0.00006452557,0.0007669631,0.00001219009,0.006918093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302642,"threshold_uncertainty_score":0.04357773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06280255592099038,"score_gpt":0.4444665094921168,"score_spread":0.3816639535711264,"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."}}