{"id":"W2079677967","doi":"10.2316/journal.208.2006.3.208-0885","title":"DEVELOPING AN ON-LINE COURSE/INSTRUCTOR EVALUATION SYSTEM","year":2006,"lang":"en","type":"article","venue":"Advanced Technology for Learning","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Course (navigation); The Internet; Line (geometry); Engineering management; Multimedia; Engineering; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007482771,0.0002169775,0.0002656904,0.0003162639,0.0002974391,0.00003436922,0.0006904632,0.0002026279,6.516509e-7],"category_scores_gemma":[0.001101105,0.0002247743,0.00004606643,0.0006310181,0.00007022597,0.0004847995,0.0001162754,0.0003536794,0.000008733466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153518,"about_ca_system_score_gemma":0.00008844315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000158432,"about_ca_topic_score_gemma":0.000002912441,"domain_scores_codex":[0.9983495,0.00008987106,0.0002950483,0.0005890342,0.0002361913,0.0004402812],"domain_scores_gemma":[0.9985164,0.0004319515,0.0002024626,0.0005550956,0.0002643727,0.00002967697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005569348,0.000008053615,0.0001057717,0.00001756252,0.00000623736,0.000002425662,0.00001728627,0.5281729,0.001548429,0.2518534,0.000001533006,0.2182609],"study_design_scores_gemma":[0.002418039,0.001297924,0.001051716,0.0002982763,0.00003976037,0.0001127124,0.0007928431,0.6120961,0.09201586,0.283273,0.005482301,0.001121437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07328418,0.0002374027,0.9209189,0.0003368686,0.0005727953,0.0004226709,0.000001001124,0.004159986,0.00006623643],"genre_scores_gemma":[0.4367484,0.000002454806,0.5629833,0.00001188093,0.00004153562,0.0001517868,0.000009265045,0.00002026301,0.00003110421],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3634642,"threshold_uncertainty_score":0.916603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04942518943920619,"score_gpt":0.3503643707186013,"score_spread":0.3009391812793951,"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."}}