{"id":"W7106823843","doi":"10.60770/3rhc-an60","title":"Session 10: Sarah Bunnell (Elon University) and Joshua Hill (MRU), interviewed by Sally Haney","year":2025,"lang":"en","type":"other","venue":"MRU-Repo","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Session (web analytics); George (robot)","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":[0.001855823,0.0008356036,0.0006908564,0.0006617794,0.0212286,0.005178096,0.001512382,0.00765173,0.3634951],"category_scores_gemma":[0.003392688,0.0005163855,0.0004272427,0.0005783414,0.001157858,0.003814345,0.00532744,0.008949899,0.118717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004076463,"about_ca_system_score_gemma":0.01025494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04385978,"about_ca_topic_score_gemma":0.1721419,"domain_scores_codex":[0.9988279,0.000192982,0.00001826531,0.00009013834,0.0001858788,0.000684903],"domain_scores_gemma":[0.9968924,0.0002502077,0.00005477913,0.00005210026,0.0004528822,0.002297624],"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":[0.00002018964,0.00003320947,0.0002138768,0.00002384456,6.679622e-7,0.00008931122,0.001046315,0.000006095001,0.00007984868,0.000949738,0.995131,0.00240592],"study_design_scores_gemma":[0.00001085773,0.00001531604,0.001365109,0.00006045974,0.000001436945,0.00004107247,0.01260603,0.00001893841,0.0001098545,0.0003666436,0.9853932,0.00001105563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01320938,0.003313474,0.0004436712,0.415404,0.03866084,0.0007113509,0.004913782,0.0006126368,0.5227309],"genre_scores_gemma":[0.006058912,0.0003206124,0.00005220329,0.02971531,0.0006500638,0.0002087518,0.0002745235,0.0001170072,0.9626027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6365049,"threshold_uncertainty_score":0.9078971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006912160577112437,"score_gpt":0.2133303902101915,"score_spread":0.206418229633079,"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."}}