{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007418054,0.001235018,0.001272695,0.000870593,0.00007116337,0.0003767357,0.001099417,0.001055241,0.03683074],"category_scores_gemma":[0.0001763111,0.001080439,0.0005128871,0.0007556411,0.0001918803,0.0001269435,0.0007465151,0.00121584,0.2308648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005300294,"about_ca_system_score_gemma":0.0002873187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504429,"about_ca_topic_score_gemma":0.001428101,"domain_scores_codex":[0.9946945,0.0003821714,0.000949059,0.001796547,0.001207317,0.0009704496],"domain_scores_gemma":[0.9966247,0.00005713008,0.0007682395,0.002055839,0.0001053694,0.0003886977],"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":[0.00004603658,0.0001776907,0.00003270185,0.0009131163,0.0004774762,0.0003465313,0.0002525456,9.522179e-7,0.006971957,0.00009601737,0.9883056,0.002379352],"study_design_scores_gemma":[0.0006859125,0.0001103868,0.000009145829,0.004686888,0.0003264082,0.00006127166,0.00007965024,0.0000474865,0.0009150787,0.0002441557,0.9916659,0.001167687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001428272,0.0268224,0.000145247,0.0004289629,0.004922346,0.001202164,0.002809465,0.003821256,0.9597054],"genre_scores_gemma":[0.001022609,0.0002684925,0.0005456611,0.0004939982,0.001169714,0.0001637132,0.001376229,0.007116732,0.9878429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1940341,"threshold_uncertainty_score":0.9991646,"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."}}