{"id":"W3164579963","doi":"10.71889/5fylantbak.29864852","title":"An Investigation Of Instructors' And Students' Philosophy Of Education With Student Evaluations Of Instructors At Blue Ridge Technical Institute During The First Year Of Operation","year":2020,"lang":"en","type":"dissertation","venue":"Figshare","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Ridge; Medical education; Psychology; Pedagogy; Mathematics education; Library science; Medicine; Geography; Archaeology; Computer science; Cartography","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":[],"consensus_categories":[],"category_scores_codex":[0.002744662,0.0001680767,0.0001663467,0.000592103,0.001043688,0.001615414,0.0003517557,0.0003153458,0.001332061],"category_scores_gemma":[0.009139575,0.000181267,0.0001732943,0.0004860768,0.0005265544,0.0004602767,0.00078426,0.000846932,0.0003152529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063503,"about_ca_system_score_gemma":0.001444169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005750329,"about_ca_topic_score_gemma":0.01776823,"domain_scores_codex":[0.998491,0.0005707375,0.00006912374,0.0001004795,0.0004981201,0.0002704554],"domain_scores_gemma":[0.9892941,0.002969351,0.002958009,0.0002291103,0.002713528,0.001835943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002458954,0.001841097,0.8851789,0.0000550252,0.00002034915,0.0002189744,0.07239873,0.00007261601,0.005854514,0.00009306987,0.0005014482,0.03351944],"study_design_scores_gemma":[0.000006380471,0.0007423051,0.9484296,0.00002080673,0.000007082928,0.00007254849,0.04882588,0.0001126164,0.0008570937,0.00002159968,0.0008926464,0.00001138548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993706,0.0000103412,0.0000315504,0.00001557765,0.000001546909,0.000005340185,0.000005404405,8.746282e-7,0.0005587125],"genre_scores_gemma":[0.998888,0.00003046622,0.0001098825,0.00002918392,0.00000251691,0.00001532297,0.00001982595,0.000001463034,0.0009033878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005750329,"threshold_uncertainty_score":0.01451534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125806853528923,"score_gpt":0.3086629715942842,"score_spread":0.287404903058995,"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."}}