{"id":"W2757564978","doi":"10.19173/irrodl.v18i6.2964","title":"The Pedagogic Architecture of MOOC: A Research Project on Educational Courses in Spanish","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":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Open educational resources; European union; Perspective (graphical); Architecture; Distance education; Higher education; Pedagogy; Open education; Sociology; Educational technology; Computer science; Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0130015,0.00007945608,0.0001982558,0.0002027122,0.0005983516,0.000546792,0.004274527,0.00003164844,0.00001396089],"category_scores_gemma":[0.01153663,0.00004585173,0.00004293774,0.0004759089,0.0005076849,0.0001800286,0.001643534,0.001305841,0.000005957582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000736333,"about_ca_system_score_gemma":0.000778589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192436,"about_ca_topic_score_gemma":0.0001510532,"domain_scores_codex":[0.9967846,0.001129134,0.000342374,0.0002619115,0.00119181,0.0002902121],"domain_scores_gemma":[0.9953388,0.00321777,0.0002246834,0.0005816242,0.0005973973,0.00003974311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002911214,0.0007696831,0.105396,0.001639075,0.00009320313,0.00003695038,0.001319744,0.001751953,0.0001354595,0.6953842,0.01030702,0.1828756],"study_design_scores_gemma":[0.003045492,0.001461478,0.3399182,0.05947963,0.00001584254,0.00008257695,0.006724496,0.06570832,0.0003054733,0.2157333,0.3069383,0.0005868264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2386075,0.02298949,0.0006073115,0.6976738,0.0003165139,0.002454713,0.00006977161,0.00001872562,0.03726221],"genre_scores_gemma":[0.9831967,0.01493437,0.000286581,0.00005103939,0.00006579301,0.00005005971,0.00002047945,0.000005136678,0.001389847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7445893,"threshold_uncertainty_score":0.9967896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2063923167695076,"score_gpt":0.5568399516012049,"score_spread":0.3504476348316973,"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."}}