{"id":"W1575788355","doi":"10.56105/cjsae.v27i3.3866","title":"Big hat and no cattle? The implications of MOOCs for the adult learning landscape","year":2015,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Victoria","funders":"","keywords":"Andragogy; Massive open online course; Online learning; Sociology; Pedagogy; Adult education; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005400204,0.00007138291,0.00009391979,0.00007705756,0.0008510387,0.0001266105,0.0005995024,0.00002208949,7.606405e-7],"category_scores_gemma":[0.0009855171,0.00003747857,0.00005153941,0.0002036883,0.00006695059,0.00007855445,0.00001834191,0.0001750821,8.994335e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003144374,"about_ca_system_score_gemma":0.0009851459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003918193,"about_ca_topic_score_gemma":0.01549071,"domain_scores_codex":[0.999369,0.00005926247,0.0002048596,0.0001029092,0.000108413,0.0001555387],"domain_scores_gemma":[0.9975937,0.0004334603,0.0002399902,0.0002860945,0.001298212,0.0001485413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005576013,0.0004636931,0.1450024,0.00008548569,0.0005315567,2.293796e-7,0.1242632,0.02005372,0.00004581875,0.0468352,0.1519208,0.5107422],"study_design_scores_gemma":[0.003908049,0.003777111,0.2490409,0.0002642167,0.0008479679,0.0001989492,0.3141135,0.224351,0.00007729308,0.02720388,0.1755727,0.0006444764],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6614026,0.001644076,0.03562555,0.2956457,0.003436867,0.001704029,0.00002934685,0.00001866558,0.000493177],"genre_scores_gemma":[0.9978629,0.00003778983,0.0006664404,0.0003018737,0.0004235113,0.00003771494,0.0000024704,0.000007441329,0.0006598893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5100977,"threshold_uncertainty_score":0.8644177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732385444294819,"score_gpt":0.300069755549577,"score_spread":0.2727459011066288,"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."}}