{"id":"W7056607274","doi":"","title":"Feature Story: Students Duct Tape Professors to Wall for Charity","year":2013,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Duct (anatomy); Feature (linguistics); Kinesiology; Higher education","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007683162,0.0002151045,0.0003391552,0.0001856474,0.00006948574,0.00001815097,0.0004950585,0.0003004869,0.00002339857],"category_scores_gemma":[0.000006641608,0.000264712,0.00009915925,0.0001592319,0.00004011468,0.00008761705,0.0000855871,0.0002244287,0.00007821093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229625,"about_ca_system_score_gemma":0.00002403612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002062272,"about_ca_topic_score_gemma":0.0005574818,"domain_scores_codex":[0.9992477,0.00001833704,0.000006748574,0.0002342995,0.0002051283,0.000287845],"domain_scores_gemma":[0.9993892,0.00001272344,0.00007486802,0.0003331466,0.00004673658,0.0001433402],"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":[0.000007625634,0.00001495814,0.0005001066,0.0002072244,0.0001168601,0.000008132593,0.0001351099,0.00007688388,0.0001458382,0.0001844677,0.9981475,0.0004552371],"study_design_scores_gemma":[0.0003852283,0.00005537161,0.0004338416,0.0001408317,0.00006819668,9.298243e-7,0.000527351,0.001186477,0.00001602052,9.372058e-7,0.9969072,0.0002776328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2562067,0.0009123248,0.00624028,0.7195085,0.001557822,0.003003838,0.0002931366,0.001085991,0.01119147],"genre_scores_gemma":[0.0009476898,0.0001336947,0.003509339,0.00002309407,0.00008802958,0.000002662731,0.00002107085,0.0001739162,0.9951005],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.983909,"threshold_uncertainty_score":0.9999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355222414825214,"score_gpt":0.2271668661029142,"score_spread":0.2136146419546621,"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."}}