{"id":"W1906445730","doi":"10.19173/irrodl.v16i1.2031","title":"Implementation of Tel Aviv University MOOCs in academic curriculum: A pilot study","year":2015,"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":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tel aviv; Scope (computer science); Curriculum; Mathematics education; Perspective (graphical); Academic year; Higher education; Pedagogy; Psychology; Sociology; Computer science; Library science; Political science","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":[0.005708889,0.0004289032,0.0004747474,0.0008610951,0.002194693,0.002061265,0.001242777,0.001230553,0.001974282],"category_scores_gemma":[0.008952573,0.0003687819,0.0003999648,0.000780982,0.0009367928,0.001055932,0.001598968,0.001563492,0.0007100354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003839995,"about_ca_system_score_gemma":0.005819477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911714,"about_ca_topic_score_gemma":0.02895047,"domain_scores_codex":[0.9961782,0.001597867,0.0001539611,0.0002893895,0.0005551941,0.00122547],"domain_scores_gemma":[0.9906398,0.001910281,0.0009854801,0.0005967258,0.002226291,0.003641448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003189783,0.1672593,0.2883216,0.0007760614,0.0001263803,0.005271634,0.1776486,0.001292993,0.03422111,0.0008413219,0.003359179,0.3176922],"study_design_scores_gemma":[0.001010415,0.08692554,0.7253017,0.0002349388,0.0001346136,0.0004256692,0.1593698,0.001906273,0.01104158,0.0001853909,0.01333842,0.0001256542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989692,0.00001293537,0.00009093704,0.00009037576,0.00000886096,0.0002529266,0.00002103265,0.00001028013,0.0005435573],"genre_scores_gemma":[0.9972919,0.00005564374,0.0005388016,0.0001650986,0.00001700538,0.0004320728,0.00006062879,0.000007105315,0.0014318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911714,"threshold_uncertainty_score":0.03801173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1779246322067831,"score_gpt":0.500957291814946,"score_spread":0.3230326596081629,"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."}}