{"id":"W2586727313","doi":"10.19173/irrodl.v18i2.3033","title":"Why Study on a MOOC? The Motives of Students and Professionals","year":2017,"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":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; Bill and Melinda Gates Foundation","keywords":"Casual; Massive open online course; TUTOR; Psychology; Class (philosophy); Online learning; Pedagogy; Medical education; Mathematics education; Computer science; Multimedia; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":true,"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":[0.004803893,0.0002385715,0.000405544,0.001002832,0.003094242,0.00681919,0.000568877,0.001984974,0.003368948],"category_scores_gemma":[0.018779,0.0002471572,0.0003089283,0.0006212025,0.002069806,0.002476062,0.002617672,0.001962871,0.001505706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387556,"about_ca_system_score_gemma":0.003316383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292186,"about_ca_topic_score_gemma":0.005885466,"domain_scores_codex":[0.9958346,0.00149166,0.0001462251,0.0003042958,0.001289233,0.000933992],"domain_scores_gemma":[0.980049,0.00363903,0.001876903,0.0004160832,0.002882369,0.01113666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003338392,0.000750788,0.4270661,0.0007128381,0.00009393557,0.001132736,0.1885997,0.000090692,0.005697913,0.01097338,0.04591252,0.3186356],"study_design_scores_gemma":[0.00005102246,0.0006323493,0.2026607,0.0008238661,0.0000720916,0.001199667,0.6368346,0.0004648385,0.001368121,0.00617408,0.1495764,0.0001423857],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480603,0.00246206,0.001807276,0.03360498,0.00099282,0.0001247243,0.00007412284,0.00006635381,0.01280742],"genre_scores_gemma":[0.9788448,0.001390587,0.001221157,0.009251734,0.0002207607,0.0001112163,0.00006122894,0.00004513603,0.008853255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00681919,"threshold_uncertainty_score":0.0254057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1505521558320816,"score_gpt":0.5424128184503659,"score_spread":0.3918606626182843,"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."}}