{"id":"W7106678239","doi":"10.60770/gvjd-p536","title":"Session 1: Emma Fuke and Linh Bui (MRU students), 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); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008209011,0.001073723,0.001160014,0.0007039389,0.00007815516,0.0005977015,0.001035725,0.0008903784,0.008297324],"category_scores_gemma":[0.0001428857,0.000930284,0.0002807287,0.00049736,0.0001979501,0.0001108234,0.001353798,0.0009763045,0.05498847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912338,"about_ca_system_score_gemma":0.0001245703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007618095,"about_ca_topic_score_gemma":0.0008026627,"domain_scores_codex":[0.9950474,0.0003248196,0.000836033,0.001697116,0.00135829,0.0007363432],"domain_scores_gemma":[0.9974455,0.00005591478,0.0006240265,0.001401215,0.00008842346,0.0003849279],"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":[0.00005109215,0.0002455289,0.0005791406,0.0008575033,0.0005930492,0.0003865759,0.0004434746,2.860054e-7,0.003556339,0.00002551125,0.9910494,0.002212077],"study_design_scores_gemma":[0.00104862,0.0001373822,0.000166596,0.004675336,0.0004453045,0.00007951949,0.0001181848,0.00002251926,0.0003070806,0.0001046957,0.9919162,0.0009785736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006999648,0.06316665,0.0001053801,0.0005915388,0.006224209,0.00282184,0.003361418,0.004116164,0.9126132],"genre_scores_gemma":[0.004074994,0.0006634171,0.0003629974,0.0004223885,0.0009628701,0.0001445685,0.0006531686,0.004239313,0.9884763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07586313,"threshold_uncertainty_score":0.9993148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351046505861655,"score_gpt":0.3133525111374464,"score_spread":0.2998420460788299,"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."}}