{"id":"W4231990379","doi":"10.1108/s2055-364120140000001029","title":"List of Contributors","year":2014,"lang":"en","type":"other","venue":"","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003812077,0.001666674,0.001835982,0.008132194,0.004072628,0.0114748,0.003594589,0.003500407,0.7402577],"category_scores_gemma":[0.03086982,0.0005869175,0.0009839587,0.007894128,0.0008511888,0.007028222,0.004601058,0.003053714,0.7323266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003047127,"about_ca_system_score_gemma":0.007047142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003919892,"about_ca_topic_score_gemma":0.004835443,"domain_scores_codex":[0.9956543,0.0006751587,0.0004497534,0.0007042569,0.00206496,0.0004515001],"domain_scores_gemma":[0.9723095,0.002577065,0.0007875154,0.002397897,0.01871829,0.003209772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007984941,0.000005749363,0.00005802277,0.0001419563,0.000001456861,0.00001819375,0.00003749327,0.0000114739,0.0000397868,0.0007184463,0.9789109,0.02004848],"study_design_scores_gemma":[0.000002704127,0.000005084678,0.0001071086,0.0002026047,0.000001999693,0.00003912318,0.00007233953,0.00001787311,0.0000329027,0.0004383806,0.9990743,0.000005628816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001021706,0.01420229,0.006224522,0.04061289,0.1366088,0.002135097,0.09671926,0.007158606,0.6953168],"genre_scores_gemma":[0.002747034,0.006886654,0.00339366,0.009465045,0.009002819,0.001360791,0.03940937,0.002330411,0.9254043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2597423,"threshold_uncertainty_score":0.3704908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08212142054717979,"score_gpt":0.4531336853318238,"score_spread":0.371012264784644,"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."}}