{"id":"W2053840427","doi":"10.1108/09513540810853558","title":"High‐tech versus high‐touch education: perceptions of risk in distance learning","year":2008,"lang":"en","type":"article","venue":"International Journal of Educational Management","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Preference; Psychology; Originality; Distance education; Conjoint analysis; Perception; Higher education; Medical education; Mathematics education; Social psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004712661,0.00008909603,0.0001510319,0.000477563,0.0002050198,0.00003299834,0.0004980171,0.00004320785,0.001883497],"category_scores_gemma":[0.0006597587,0.00008505747,0.00008836512,0.0003605058,0.0001411994,0.0003538293,0.00004802753,0.0003023885,0.0000275781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193698,"about_ca_system_score_gemma":0.001179856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008173447,"about_ca_topic_score_gemma":0.0008092123,"domain_scores_codex":[0.9981747,0.0001740477,0.0005186333,0.0001323528,0.0008549567,0.0001452909],"domain_scores_gemma":[0.9981403,0.0004658463,0.0005560871,0.00008558413,0.0006788988,0.00007329696],"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":[0.001008151,0.002673689,0.2927076,0.00003116351,0.0004779985,0.00004686207,0.009749675,0.01016627,0.0000337113,0.5653006,0.01010632,0.107698],"study_design_scores_gemma":[0.002142849,0.0001777938,0.6982085,0.0003185601,0.00007865456,0.00002896763,0.03492177,0.00002220345,0.00002623663,0.01327573,0.2505287,0.0002699936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967421,0.0001542567,0.000651928,0.01287902,0.004197472,0.0001157572,0.000008457542,0.000008172012,0.01456396],"genre_scores_gemma":[0.976941,0.001953778,0.01514403,0.00004509626,0.00136516,0.000009458096,0.0000209065,0.000008225474,0.004512371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5520249,"threshold_uncertainty_score":0.9990289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419207850401829,"score_gpt":0.347144317008623,"score_spread":0.3329522385046048,"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."}}