{"id":"W2615961823","doi":"10.18260/1-2--952","title":"Tac Abet Accreditation – A New Process, A New Beginning","year":2020,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Engineering; Commission; Process (computing); Quarter (Canadian coin); Engineering management; Engineering education; Downtown; Graduation (instrument); Medical education; Political science; Computer science; Medicine; Mechanical engineering; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001889815,0.00009952221,0.00007974776,0.00003208331,0.0000164417,0.00003581943,0.00008549489,0.00003365678,0.0004629105],"category_scores_gemma":[0.00003219022,0.0000997829,0.0000192715,0.0002725708,0.000002378656,0.0001272983,0.00000705715,0.00008248434,0.0002276165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002869659,"about_ca_system_score_gemma":0.0001231767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007646565,"about_ca_topic_score_gemma":0.000001762213,"domain_scores_codex":[0.9995252,0.00000170622,0.0001213699,0.0001056954,0.0001090602,0.0001369598],"domain_scores_gemma":[0.9996669,0.000007718941,0.00001038967,0.00005671877,0.0000171937,0.0002410986],"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":[0.00000193184,0.000008679909,0.0005999878,0.0001256471,0.0000374604,0.000001734841,0.008177179,0.07512476,0.001309485,0.0008092456,0.895853,0.01795083],"study_design_scores_gemma":[0.001351784,0.00007476193,0.01582541,0.0001321963,0.00003817464,0.00001160831,0.002082248,0.2289521,0.01522875,0.0007005527,0.7343925,0.001209917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1192434,0.001130269,0.7917055,0.02197216,0.002494511,0.0005776704,0.0000029326,0.006275779,0.05659779],"genre_scores_gemma":[0.966254,0.00002717484,0.02939379,0.0009933505,0.000812329,0.00001737303,0.00002963627,0.00004589963,0.002426452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8470106,"threshold_uncertainty_score":0.5068545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447228765930791,"score_gpt":0.2195070129604126,"score_spread":0.2050347253011046,"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."}}