{"id":"W2395824329","doi":"","title":"A Case Study on Learning Difficulties and Corresponding Supports for Learning in cMOOCs.","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Educational technology; Teaching method; Experiential learning; Computer science; Pedagogy","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":[0.001682252,0.0005124369,0.0003273651,0.001631533,0.007146358,0.0024823,0.001775545,0.00412012,0.006983053],"category_scores_gemma":[0.01054698,0.0002308216,0.0004829077,0.001779643,0.002244244,0.001573687,0.003505092,0.002965262,0.0006811805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00418761,"about_ca_system_score_gemma":0.005253372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01933938,"about_ca_topic_score_gemma":0.05061854,"domain_scores_codex":[0.9974015,0.00117568,0.00009191804,0.0001473778,0.0003679777,0.0008155526],"domain_scores_gemma":[0.9931478,0.003100084,0.0004193751,0.0002116047,0.0004730624,0.002648013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"qualitative","study_design_scores_codex":[0.000770557,0.007995656,0.1224773,0.001222169,0.00009325991,0.389795,0.259468,0.002583602,0.002492529,0.02216643,0.02896663,0.1619689],"study_design_scores_gemma":[0.0002093476,0.001626751,0.06398566,0.001395098,0.0000968765,0.1718218,0.6054636,0.004296144,0.003628216,0.009393714,0.1379005,0.0001823224],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613975,0.001270038,0.002732686,0.006539273,0.0002810197,0.0004183711,0.0002323968,0.00005326116,0.02707535],"genre_scores_gemma":[0.985388,0.0007768738,0.001800196,0.0007440932,0.00007186296,0.0001195551,0.00007864727,0.00002406878,0.0109966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01933938,"threshold_uncertainty_score":0.03845364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203541651507075,"score_gpt":0.2619665196992276,"score_spread":0.2499311031841568,"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."}}