{"id":"W1566631702","doi":"","title":"Managing to Teach: A Virtual Learning Environment","year":2005,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science","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":[0.001043077,0.0004618347,0.000190841,0.0003735618,0.001791267,0.004572798,0.001444682,0.001294908,0.01332346],"category_scores_gemma":[0.002054345,0.0002416492,0.000293667,0.0002478172,0.0008533969,0.003713093,0.005545029,0.001119164,0.002128856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003061071,"about_ca_system_score_gemma":0.00110445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003196982,"about_ca_topic_score_gemma":0.0009655001,"domain_scores_codex":[0.9994444,0.000282133,0.00001878197,0.00006864639,0.00009333879,0.0000927213],"domain_scores_gemma":[0.9980776,0.0004314308,0.00006111415,0.0002160435,0.00005965274,0.001154075],"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":[0.0009217735,0.003027716,0.009130442,0.0003661491,0.000063721,0.001326742,0.01643902,0.008747841,0.03025563,0.07488198,0.1467646,0.7080744],"study_design_scores_gemma":[0.0002463382,0.001204509,0.006489263,0.0002206271,0.0001240722,0.00189364,0.00752279,0.0162595,0.009487948,0.04828274,0.9080741,0.0001943399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3817441,0.001357676,0.282732,0.008585166,0.002400174,0.000512908,0.0006419322,0.01201562,0.3100104],"genre_scores_gemma":[0.7584286,0.0008901976,0.144805,0.001888685,0.0004140997,0.0005513813,0.0006508419,0.0008960195,0.09147518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01332346,"threshold_uncertainty_score":0.0445714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648509140868457,"score_gpt":0.3209579616925866,"score_spread":0.304472870283902,"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."}}