{"id":"W7098089999","doi":"","title":"UNIVERSITY OF CALGARY The Conditions Which Facilitate and Challenge Online Support Staff’s Services for Web-Based College Courses: A Case Study","year":2005,"lang":"en","type":"article","venue":"","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confusion; Work (physics); Quality (philosophy); Data collection; Online course; Online learning","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":[],"consensus_categories":[],"category_scores_codex":[0.0006172524,0.0002002258,0.0001728565,0.0003721609,0.00953112,0.002300569,0.001130198,0.0008072921,0.008426757],"category_scores_gemma":[0.001661993,0.0002813865,0.00008671082,0.0008763624,0.001799765,0.000480029,0.001622734,0.001324129,0.0007188966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00997026,"about_ca_system_score_gemma":0.01497964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4528097,"about_ca_topic_score_gemma":0.7367584,"domain_scores_codex":[0.9992636,0.0001638263,0.00002422797,0.00006332411,0.0001908459,0.0002941999],"domain_scores_gemma":[0.9983934,0.000362745,0.0001112298,0.00006547834,0.00028068,0.000786515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000594164,0.001790562,0.1843813,0.001089691,0.00003833938,0.07242218,0.2540991,0.001402693,0.01461397,0.01097651,0.06409284,0.3944987],"study_design_scores_gemma":[0.00005932296,0.0006349208,0.1483176,0.0004957482,0.00003036307,0.005334094,0.5731658,0.0009038095,0.005132782,0.001250726,0.2645957,0.00007917935],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532184,0.00091823,0.0005026339,0.003877468,0.00009927245,0.0001734004,0.0001005011,0.00003895563,0.04107112],"genre_scores_gemma":[0.9407979,0.00161812,0.00180131,0.001456449,0.00002861821,0.00007729218,0.00007754127,0.00002900486,0.05411367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4528097,"threshold_uncertainty_score":0.9003481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251411951987116,"score_gpt":0.318772327957426,"score_spread":0.2862582084375548,"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."}}