{"id":"W6994583511","doi":"","title":"Canadian Brass","year":2020,"lang":"en","type":"article","venue":"Digital Collections of Colorado (Colorado State University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008376932,0.0003618425,0.0005101759,0.002630312,0.0007708608,0.0002949243,0.0007517175,0.0001515166,0.000358467],"category_scores_gemma":[0.0002450343,0.000473885,0.0002603477,0.01344524,0.0003517392,0.001623217,0.0001860352,0.0003371422,0.001108289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525441,"about_ca_system_score_gemma":0.002092723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01248084,"about_ca_topic_score_gemma":0.09361118,"domain_scores_codex":[0.9977976,0.00009672988,0.0003800931,0.0005938353,0.0003920301,0.0007396754],"domain_scores_gemma":[0.997421,0.0001415322,0.0002528895,0.0003642,0.0005846281,0.001235705],"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":[0.007779024,0.002137003,0.04260567,0.0003525226,0.00274855,0.003109111,0.009521653,0.02402252,0.006647838,0.05381905,0.8433278,0.003929303],"study_design_scores_gemma":[0.002387405,0.001294371,0.001661288,0.00002724866,0.0001243051,0.00002079146,0.00299254,0.001694068,0.001128306,0.000490333,0.9873584,0.0008209638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4568498,0.00003027858,0.0007364223,0.002622753,0.0002459482,0.001159187,0.005332404,0.0006501788,0.5323731],"genre_scores_gemma":[0.965481,0.00001502457,0.000177334,0.0001881358,0.0000332374,0.000002578769,0.0001005768,0.00008680655,0.03391529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5086312,"threshold_uncertainty_score":0.9997713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338455514133496,"score_gpt":0.1744347409034682,"score_spread":0.1610501857621332,"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."}}