{"id":"W7106652831","doi":"10.60770/rr2z-z553","title":"Session 3: Leda Stawnychko (MRU), interviewed by Sally Haney","year":2024,"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); Term (time)","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":[],"category_scores_codex":[0.001890925,0.0006197205,0.0005954292,0.0006857599,0.01320198,0.003556843,0.001039451,0.003553027,0.385872],"category_scores_gemma":[0.004869737,0.0003653266,0.0003387864,0.0004960899,0.0008348866,0.002364465,0.004010573,0.005532464,0.1339008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002895675,"about_ca_system_score_gemma":0.005533978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01992637,"about_ca_topic_score_gemma":0.07481524,"domain_scores_codex":[0.9991314,0.0002430688,0.00001604642,0.00009702344,0.0001630061,0.0003494373],"domain_scores_gemma":[0.9977195,0.0002251395,0.00005042283,0.0000516664,0.0004655665,0.001487721],"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":[0.00002754735,0.00002083594,0.0001686877,0.00002530813,7.714934e-7,0.00008353918,0.000684321,0.000007612697,0.0000892301,0.000680252,0.9951018,0.003110071],"study_design_scores_gemma":[0.000007711626,0.00001128294,0.000750621,0.00003634815,0.000001070826,0.0000496546,0.004363255,0.00001822125,0.00007378418,0.0002611101,0.9944195,0.000007303951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0171657,0.004798446,0.001200011,0.3838293,0.04226146,0.0009919557,0.008718017,0.00138592,0.5396492],"genre_scores_gemma":[0.01098482,0.0004603895,0.0001995729,0.02031408,0.0009683002,0.0003222352,0.0005778465,0.0003487302,0.9658241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.385872,"threshold_uncertainty_score":0.875979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521681510756356,"score_gpt":0.2949742348498544,"score_spread":0.2797574197422908,"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."}}