{"id":"W6989685146","doi":"","title":"Calgary NEXT with Carlene Donnelly","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Joins; Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003943639,0.0007884406,0.0004267214,0.001023013,0.004475953,0.004735886,0.0006909167,0.001684392,0.7811692],"category_scores_gemma":[0.001856912,0.0004736078,0.0002938832,0.0009628338,0.0004602445,0.002276894,0.003028029,0.003020862,0.5676831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002345481,"about_ca_system_score_gemma":0.003639519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06339899,"about_ca_topic_score_gemma":0.1983354,"domain_scores_codex":[0.9995389,0.00002963446,0.000009522337,0.00008912109,0.0002090334,0.0001237993],"domain_scores_gemma":[0.998392,0.00007391875,0.00003830343,0.00007467077,0.0004986466,0.0009222918],"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":[0.000005330527,0.000006010839,0.00003066638,0.000009784603,2.909399e-7,0.00001524399,0.00001950651,0.000007848635,0.00002776459,0.0006232505,0.9906899,0.008564335],"study_design_scores_gemma":[0.000001300216,0.000001658489,0.00007561335,0.00001022544,2.772692e-7,0.000008669406,0.00005218832,0.0000067694,0.0000166278,0.00009393727,0.9997312,0.00000154738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002478393,0.0007419416,0.000212795,0.004862777,0.00249687,0.00004736731,0.0007960402,0.0006687537,0.9899256],"genre_scores_gemma":[0.0003522066,0.0001350319,0.00004853208,0.0005997907,0.00005829712,0.000006363741,0.0001187094,0.00009969653,0.9985813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.936601,"threshold_uncertainty_score":0.3121355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008083953413324619,"score_gpt":0.1833721478521866,"score_spread":0.175288194438862,"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."}}