{"id":"W1948981881","doi":"10.1111/bjet.12297","title":"Digging deeper into learners' experiences in <scp>MOOC</scp> s: Participation in social networks outside of <scp>MOOC</scp> s, notetaking and contexts surrounding content consumption","year":2015,"lang":"en","type":"article","venue":"British Journal of Educational Technology","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"Canada Research Chairs","keywords":"Clickstream; Massive open online course; Psychology; Consumption (sociology); Social media; Mathematics education; Computer science; World Wide Web; Sociology; Web 2.0; The Internet","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001120949,0.00013398,0.0003774235,0.0006324461,0.000131394,0.0001501169,0.0004175089,0.0001972379,0.000001878142],"category_scores_gemma":[0.004186031,0.0001585609,0.00005922794,0.0006034586,0.0002865302,0.000606084,0.0001254289,0.0005891752,0.000001638423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695391,"about_ca_system_score_gemma":0.0003075732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001406622,"about_ca_topic_score_gemma":0.0003087927,"domain_scores_codex":[0.9981164,0.0001720461,0.0007852491,0.0002606939,0.00032868,0.0003368733],"domain_scores_gemma":[0.9979262,0.0007932268,0.000699301,0.0001047792,0.0003770358,0.00009942356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007179562,0.0005653113,0.8800875,0.0000446717,0.00006024504,0.0000833168,0.02882219,0.005123156,0.0006719828,0.03095447,0.0006201542,0.05295983],"study_design_scores_gemma":[0.005465642,0.0008256282,0.6542349,0.002992764,0.00007798491,0.002770336,0.1626485,0.06304646,0.001483215,0.1041819,0.001868967,0.0004036734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838569,0.004414216,0.008707942,0.002430845,0.0004382138,0.0000827251,6.442644e-7,0.00002144783,0.00004713533],"genre_scores_gemma":[0.994087,0.0002849367,0.005282187,0.00007086984,0.0001965935,0.00001346045,0.000003480936,0.00001004665,0.00005144086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2258525,"threshold_uncertainty_score":0.6465925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428212972748889,"score_gpt":0.3288289397557909,"score_spread":0.2860076424809019,"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."}}