{"id":"W2057472211","doi":"10.1111/j.1600-0579.2012.00772.x","title":"Discovering online learning barriers: survey of health educational stakeholders in dentistry","year":2012,"lang":"en","type":"article","venue":"European Journal Of Dental Education","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medical education; Stakeholder; Online learning; Computer-assisted web interviewing; Psychology; Knowledge management; Computer science; Medicine; Multimedia; Public relations; Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007922534,0.0002132673,0.0005046916,0.002026892,0.001835659,0.001624817,0.0006119119,0.001249935,0.002419038],"category_scores_gemma":[0.02021949,0.0004927823,0.0004197921,0.001579808,0.000749914,0.002348522,0.00269494,0.0009963043,0.0003744222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142634,"about_ca_system_score_gemma":0.002484267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005719949,"about_ca_topic_score_gemma":0.00609927,"domain_scores_codex":[0.99492,0.001852588,0.0006844047,0.0003053978,0.001163276,0.001074269],"domain_scores_gemma":[0.9835464,0.006688914,0.004358722,0.0003459485,0.003030098,0.002029964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000995953,0.000556164,0.8383632,0.0005043225,0.00002748985,0.0005760653,0.1307558,0.00004835868,0.002089878,0.0002230275,0.0007474914,0.02600861],"study_design_scores_gemma":[0.0000121838,0.000561878,0.5243524,0.0003399767,0.00002126611,0.0005825761,0.4675789,0.0003264071,0.0006168616,0.0001255175,0.005444668,0.00003733059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998408,0.0001564776,0.0001444807,0.0003758063,0.000004699364,0.0001172324,0.000106622,0.000003192782,0.0006834703],"genre_scores_gemma":[0.998399,0.0003600126,0.0004352255,0.000285037,0.000007138538,0.0001446508,0.00008808738,0.000002778449,0.0002781443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007922534,"threshold_uncertainty_score":0.04189885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094801674847178,"score_gpt":0.3964736770441068,"score_spread":0.286993509559389,"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."}}