{"id":"W4391578274","doi":"10.18260/1-2--41945","title":"East Tennessee Noyce STEM Teacher Preparation Program","year":2024,"lang":"en","type":"article","venue":"","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Council for Canadian Studies; National Science Foundation; U.S. Department of Transportation; Tennessee Department of Transportation; East Tennessee State University; American Society for Engineering Education","keywords":"Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001199336,0.0005103793,0.0002189753,0.001061101,0.00426955,0.001851194,0.001089626,0.000669944,0.1362865],"category_scores_gemma":[0.001348769,0.0002468141,0.0001775493,0.0006222785,0.0003919571,0.0006065915,0.002542304,0.001044713,0.02312157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500808,"about_ca_system_score_gemma":0.02161519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06521553,"about_ca_topic_score_gemma":0.3391753,"domain_scores_codex":[0.9990676,0.00009902032,0.00002874029,0.0001347064,0.0002960994,0.0003739159],"domain_scores_gemma":[0.9962562,0.0000840773,0.00010836,0.0001138396,0.0009078392,0.002529708],"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":[0.0003855182,0.002283425,0.03299478,0.0002253427,0.00001078862,0.0008442557,0.00241786,0.0003040597,0.01196245,0.003009473,0.6773297,0.2682323],"study_design_scores_gemma":[0.00008093962,0.000458414,0.08004612,0.0001423513,0.000006397647,0.0002132511,0.004425933,0.0006095004,0.002697402,0.0004702161,0.9108258,0.00002380655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3265478,0.0008373227,0.004798969,0.04035079,0.002040085,0.004409729,0.01347409,0.002591836,0.6049493],"genre_scores_gemma":[0.1441596,0.0005996688,0.007099527,0.00794404,0.0002239773,0.002037941,0.007888336,0.0002005852,0.8298463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1362865,"threshold_uncertainty_score":0.4559239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577112893710794,"score_gpt":0.2983521241529659,"score_spread":0.2406408347818865,"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."}}