{"id":"W2298898468","doi":"","title":"Open learning in K-12 online and blended learning environments","year":2014,"lang":"en","type":"book","venue":"ETC Press eBooks","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Blended learning; Open learning; Online learning; Educational technology; Open educational resources; Distance education; Synchronous learning; Computer science; Mathematics education; Knowledge management; Multimedia; Psychology; World Wide Web; Cooperative learning; Teaching method","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006202506,0.0004086394,0.0006093104,0.0001870035,0.0001760749,0.0004860392,0.001856708,0.0003453456,0.0000082964],"category_scores_gemma":[0.00008281384,0.0004205323,0.00007649798,0.0000171768,0.00009788443,0.0001786415,0.002872711,0.002151113,0.0000258222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009278044,"about_ca_system_score_gemma":0.0002223029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009735104,"about_ca_topic_score_gemma":0.00006572922,"domain_scores_codex":[0.9974667,0.0003325918,0.0004434984,0.0009130471,0.0003926939,0.0004514591],"domain_scores_gemma":[0.9986262,0.0002073172,0.0003928081,0.0006004893,0.00001629,0.0001569062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005019534,0.0002336199,0.001064678,0.0004344484,0.0002845991,0.0003346354,0.003588228,0.01736015,0.0001771735,0.06485395,0.006076181,0.9055421],"study_design_scores_gemma":[0.0007028772,0.0001597537,0.0002021715,0.0004103174,0.00002733175,0.00001216954,0.000009400662,0.08227009,0.00002441769,0.002524377,0.9131628,0.0004942717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003653695,0.0008208951,0.01357168,0.0004111003,0.0002703698,0.000572687,0.000007199143,0.0003098599,0.9836708],"genre_scores_gemma":[0.002810012,0.0001190876,0.005465162,0.0001413078,0.0002256375,0.00001317947,0.00005148003,0.0000641657,0.99111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9070867,"threshold_uncertainty_score":0.9998246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763413945478367,"score_gpt":0.2720218552464674,"score_spread":0.2443877157916837,"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."}}