{"id":"W4389369227","doi":"10.19173/irrodl.v24i4.7276","title":"Weaknesses in Emergency Remote Teaching in Higher Education Within the Context of the ODL Learning Component in Turkey","year":2023,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Context (archaeology); Strengths and weaknesses; Exploratory research; Higher education; Contingency; Public relations; Psychology; Knowledge management; Pedagogy; Computer science; Sociology; Political science; Social science; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007760317,0.00007355311,0.0001745995,0.0003656615,0.0001312003,0.00006088323,0.001844236,0.00003639361,0.00003361127],"category_scores_gemma":[0.002310373,0.00004398766,0.00002578707,0.002494593,0.0001238273,0.000214669,0.001052298,0.00112576,0.000003700731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253966,"about_ca_system_score_gemma":0.0002818417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004119255,"about_ca_topic_score_gemma":0.0004243881,"domain_scores_codex":[0.997627,0.0009451922,0.0006032125,0.0002069881,0.0004448557,0.0001728121],"domain_scores_gemma":[0.9984848,0.0007920307,0.0002432561,0.0002671985,0.000198185,0.0000145633],"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":[0.00001868956,0.0002029652,0.2037371,0.0003873217,0.00001352851,0.000002974404,0.001318826,0.002751868,0.0003121362,0.7434484,0.000926582,0.04687963],"study_design_scores_gemma":[0.000766328,0.00007109757,0.8210257,0.01473519,0.000003523284,0.00001452562,0.01383076,0.05736344,0.0001681362,0.04984833,0.04196845,0.0002044783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8576648,0.005026347,0.00014127,0.1324073,0.0004315024,0.0008314245,0.000005181011,0.00001465517,0.003477464],"genre_scores_gemma":[0.9952024,0.004024312,0.0001222537,0.0001000682,0.00001760243,0.00005853763,0.0000351681,0.000004231938,0.0004354355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6936001,"threshold_uncertainty_score":0.6227109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157146479963806,"score_gpt":0.4449463473266191,"score_spread":0.3292316993302385,"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."}}