{"id":"W2240288956","doi":"","title":"Hard Choices for Individual Situations: Selecting a Course Management System","year":2002,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas College","funders":"","keywords":"Course (navigation); Computer science; Risk analysis (engineering); Business; Engineering","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":[0.002797183,0.0003726073,0.0002678041,0.001028712,0.002161341,0.003005289,0.001038126,0.0009940066,0.01676828],"category_scores_gemma":[0.01215759,0.0002851061,0.0002791484,0.0005089886,0.0003400098,0.002628633,0.002009473,0.0007977833,0.003699157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006415026,"about_ca_system_score_gemma":0.001225231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006943485,"about_ca_topic_score_gemma":0.002795129,"domain_scores_codex":[0.9981767,0.000888267,0.0000950532,0.0002174072,0.0003835488,0.0002390932],"domain_scores_gemma":[0.9939121,0.00222204,0.0004496436,0.0004457929,0.0007651081,0.002205278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001431881,0.004163278,0.09778421,0.0001364061,0.00004995986,0.0006082394,0.008082569,0.00183482,0.010569,0.00558727,0.03667675,0.8330756],"study_design_scores_gemma":[0.001294895,0.00943746,0.3662809,0.0005079846,0.0006861116,0.002661471,0.07803071,0.171442,0.03816542,0.04060449,0.2900628,0.0008256865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8940098,0.00008092108,0.03987213,0.002969105,0.0001703054,0.0006984547,0.0001604462,0.001361592,0.06067731],"genre_scores_gemma":[0.9080645,0.00005650949,0.07673848,0.0003337606,0.0000566553,0.0003064457,0.0001777578,0.0001601595,0.01410578],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01676828,"threshold_uncertainty_score":0.05609548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.059338239130028,"score_gpt":0.3253666150703682,"score_spread":0.2660283759403402,"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."}}