{"id":"W3003532451","doi":"10.5539/ies.v13n2p21","title":"Are Universities Ready to Recognize Open Online Learning?","year":2020,"lang":"en","type":"article","venue":"International Education Studies","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund","keywords":"Openness to experience; Set (abstract data type); Process (computing); Higher education; Psychology; Knowledge management; Pedagogy; Computer science; Political science; Social psychology","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":[0.01295596,0.0001801594,0.0003357543,0.001011052,0.005562827,0.01408307,0.001436806,0.004121574,0.009013829],"category_scores_gemma":[0.04042359,0.000267979,0.0002923473,0.001501036,0.007019798,0.01601011,0.007971801,0.0034831,0.001339693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005315898,"about_ca_system_score_gemma":0.0136597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004539259,"about_ca_topic_score_gemma":0.005086459,"domain_scores_codex":[0.9868712,0.005294081,0.0005702909,0.0006915964,0.00251562,0.004057094],"domain_scores_gemma":[0.9690056,0.009882824,0.005032418,0.001819361,0.004134914,0.0101248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003021301,0.0007121596,0.1364796,0.001456199,0.00003417044,0.002989312,0.3953882,0.0006135673,0.006249482,0.1254911,0.03271526,0.2975689],"study_design_scores_gemma":[0.00001162254,0.0001188899,0.0565326,0.0006291539,0.000010611,0.0007348164,0.8386416,0.0004303849,0.001483606,0.0118327,0.08947033,0.0001037029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8284882,0.002421008,0.004124074,0.1127027,0.000772463,0.0001530414,0.0001143781,0.0001414579,0.05108279],"genre_scores_gemma":[0.9946514,0.0004085023,0.0006430212,0.002645859,0.00004448567,0.00002565594,0.00001694307,0.00001161787,0.00155253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01408307,"threshold_uncertainty_score":0.06851852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260715611137095,"score_gpt":0.4296836065779425,"score_spread":0.303612045464233,"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."}}