{"id":"W6997386352","doi":"","title":"What the Insiders Know: Exploring the Pros and Cons of Online, Live, One-on-One Tutoring in the University Writing Centre presented at the 28th Annual Society for Teaching &amp; Learning in Higher Education (STLHE) Conference in Windsor, ON, June 18-21, 2008","year":2008,"lang":"en","type":"other","venue":"AUSpace (Athabasca University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Coaching; cons; Work (physics); The Internet","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":[0.02119739,0.000465571,0.0005309613,0.001457412,0.009473194,0.01485925,0.00198892,0.002975651,0.006440891],"category_scores_gemma":[0.07280681,0.0004890948,0.0003051476,0.001078933,0.008702227,0.0115355,0.009152456,0.003502154,0.001203542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002760695,"about_ca_system_score_gemma":0.002607726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002816949,"about_ca_topic_score_gemma":0.009391818,"domain_scores_codex":[0.9666098,0.02790264,0.0003129773,0.001222678,0.002600497,0.001351435],"domain_scores_gemma":[0.9150062,0.06968839,0.003557549,0.002932816,0.0033648,0.005450147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001665246,0.0002946674,0.007727454,0.0001743695,0.00001871366,0.0003158665,0.9325731,0.0000598208,0.0009614762,0.003734096,0.004146827,0.04982705],"study_design_scores_gemma":[0.00003177227,0.0002573727,0.007699242,0.0002945506,0.00003155855,0.0003488155,0.9462905,0.0003293708,0.0008020449,0.003567141,0.04030155,0.00004605697],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8819683,0.001273469,0.006587933,0.01495496,0.0003113794,0.0001570916,0.00006752642,0.000164212,0.09451513],"genre_scores_gemma":[0.9882903,0.000361139,0.001660693,0.001881347,0.00006896962,0.00009871729,0.00002719468,0.0001133705,0.00749839],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.997183,"threshold_uncertainty_score":0.1121039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06108263367436349,"score_gpt":0.2609798628396052,"score_spread":0.1998972291652417,"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."}}