{"id":"W4302400597","doi":"10.4324/9780203846933","title":"Learning Theory and Online Technologies","year":2012,"lang":"en","type":"book","venue":"","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":510,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009500219,0.0007216684,0.0005012159,0.00159764,0.001387366,0.0067898,0.001259455,0.002201895,0.01979513],"category_scores_gemma":[0.003010423,0.0001741538,0.0003795542,0.001932871,0.006115447,0.008462198,0.00274602,0.003368703,0.006526533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003082849,"about_ca_system_score_gemma":0.002577008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248864,"about_ca_topic_score_gemma":0.0008406838,"domain_scores_codex":[0.9986907,0.0004833459,0.00004898694,0.0001437711,0.0004898594,0.000143366],"domain_scores_gemma":[0.9985744,0.0009537421,0.00005909646,0.0001406188,0.0001651029,0.0001070562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002993767,0.00002555476,0.00005692998,0.0001356147,0.000003241767,0.00004935594,0.0007110974,0.0003801906,0.00006405047,0.9180114,0.02697963,0.05357995],"study_design_scores_gemma":[0.000004623256,0.00001411078,0.00009808023,0.0003474024,0.000002884688,0.0001184557,0.0004724434,0.0003799387,0.00008943927,0.4943976,0.5040694,0.000005678394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002019121,0.04086574,0.02726646,0.01346181,0.001524952,0.00007877527,0.00009592689,0.0001874403,0.9144998],"genre_scores_gemma":[0.1897821,0.09651625,0.03077619,0.01405883,0.004547352,0.0007321737,0.0005043012,0.000323498,0.6627594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01979513,"threshold_uncertainty_score":0.0662213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798041463742436,"score_gpt":0.3112895144303338,"score_spread":0.2933090997929094,"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."}}