{"id":"W7110421612","doi":"10.1108/qrde-02-2006-0015","title":"AUTHOR BIOGRAPHICAL DATA","year":2006,"lang":"en","type":"article","venue":"Quarterly review of distance education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Instructional design; Work (physics); Educational research; Learning theory; Instructional technology; Educational technology; Study skills","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004204639,0.001031711,0.001613213,0.007288111,0.003143845,0.004460579,0.003128408,0.001972939,0.4640453],"category_scores_gemma":[0.04552611,0.000446283,0.0006388844,0.008625903,0.001123046,0.002922578,0.003081195,0.002455999,0.3121635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002857093,"about_ca_system_score_gemma":0.009190632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005024873,"about_ca_topic_score_gemma":0.005865497,"domain_scores_codex":[0.9950886,0.000708302,0.0007328619,0.0008632881,0.002222791,0.0003841303],"domain_scores_gemma":[0.9605858,0.007084718,0.001500317,0.005184107,0.02404096,0.00160421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000325298,0.00001524976,0.0002423916,0.000394201,0.000003963255,0.000117738,0.0003398306,0.00003352869,0.00008601962,0.003129644,0.9446121,0.05099274],"study_design_scores_gemma":[0.000003676905,0.000005463431,0.0002193718,0.0003483378,0.000003415336,0.0001336091,0.0002134808,0.00002348723,0.00008566195,0.0006797998,0.9982783,0.000005471853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002350482,0.01659341,0.004697851,0.03970822,0.1186421,0.001283271,0.06324063,0.001400177,0.752084],"genre_scores_gemma":[0.01967646,0.01542484,0.007149046,0.01477247,0.0116489,0.002358631,0.02995275,0.001402837,0.8976141],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5359547,"threshold_uncertainty_score":0.7644743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751598291780566,"score_gpt":0.3824615800006751,"score_spread":0.3549455970828695,"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."}}