{"id":"W7134446543","doi":"","title":"American Society for Engineering Education (ASEE) Annual Conference, June 24-27, 2007, Honolulu, Hawaii","year":2007,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Engineering education; Work (physics); Continuing education","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008721148,0.00088103,0.0005797664,0.001039348,0.002209504,0.003169142,0.0008139326,0.001186401,0.4590093],"category_scores_gemma":[0.001296623,0.0002836226,0.0002990561,0.0009188242,0.0004641865,0.00128355,0.001510262,0.0009480765,0.3077553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330287,"about_ca_system_score_gemma":0.005309311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02711192,"about_ca_topic_score_gemma":0.1324842,"domain_scores_codex":[0.9996469,0.00003142827,0.000009166176,0.00003314333,0.0001956498,0.00008371995],"domain_scores_gemma":[0.9990401,0.00005463366,0.00002363721,0.00004808078,0.0005649382,0.0002686169],"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":[0.00002686385,0.00009199643,0.0002868288,0.00003564054,0.000002346488,0.00002831935,0.00004601153,0.00009281856,0.0001462118,0.0005159942,0.9590095,0.03971757],"study_design_scores_gemma":[0.00001042844,0.00002679252,0.0021702,0.00007007592,0.000005458806,0.00003017932,0.0002453029,0.0003735403,0.0004300369,0.0003907166,0.9962382,0.000008949586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004051411,0.0008236924,0.002756117,0.004214736,0.002715538,0.000173023,0.00412067,0.002518595,0.9786261],"genre_scores_gemma":[0.002192302,0.0004116906,0.0004169219,0.000134885,0.000066556,0.00002167225,0.001148042,0.0002251371,0.9953827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5409907,"threshold_uncertainty_score":0.7716576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007959267460343302,"score_gpt":0.1955431253905223,"score_spread":0.187583857930179,"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."}}