{"id":"W7106825346","doi":"10.60770/2ws0-z308","title":"Session 3: pop up poets","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":"","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":[0.002019666,0.001223756,0.0009838964,0.001241556,0.005282707,0.005658255,0.001531742,0.003521688,0.8244492],"category_scores_gemma":[0.004689611,0.0004692544,0.00124183,0.0008669065,0.0004888859,0.00250402,0.00608462,0.002928131,0.7726147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083119,"about_ca_system_score_gemma":0.00263175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003605725,"about_ca_topic_score_gemma":0.01584402,"domain_scores_codex":[0.9987866,0.0002384641,0.00002673754,0.000119001,0.0004166626,0.0004124702],"domain_scores_gemma":[0.996219,0.0003076297,0.00006862856,0.000271248,0.0007637535,0.002369793],"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":[0.0001154872,0.00006434246,0.000125472,0.0000345974,0.000002468591,0.00003818015,0.00006258945,0.00003166366,0.0001413138,0.0008356617,0.9866698,0.01187832],"study_design_scores_gemma":[0.00003636214,0.00004080445,0.0004647092,0.00003726636,0.000003245571,0.00002821269,0.0002189489,0.000153894,0.0002275818,0.001499683,0.9972789,0.00001043574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00282274,0.000274086,0.003371604,0.006596132,0.01066398,0.001189019,0.01499612,0.007062916,0.9530234],"genre_scores_gemma":[0.005831307,0.0001316153,0.001668008,0.001396612,0.001212827,0.0005100738,0.006689357,0.001886603,0.9806737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1755508,"threshold_uncertainty_score":0.2504019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396294553176742,"score_gpt":0.2991200573445408,"score_spread":0.2851571118127734,"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."}}