{"id":"W3171718174","doi":"10.5489/cuaj.7406","title":"Poster Exhibit 7: Training & Evaluation","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Chemistry; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006635397,0.001338225,0.0009544106,0.001398644,0.001118866,0.002614629,0.001543389,0.001486822,0.1969882],"category_scores_gemma":[0.01296933,0.0004114992,0.001201174,0.0007277618,0.0004786229,0.001340216,0.003094323,0.001518708,0.09684425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009127137,"about_ca_system_score_gemma":0.0020002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839493,"about_ca_topic_score_gemma":0.002746945,"domain_scores_codex":[0.9957402,0.001266976,0.0002793312,0.0003769362,0.001832383,0.0005042627],"domain_scores_gemma":[0.9906962,0.00135874,0.0002609464,0.0008263058,0.004890332,0.001967516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00809401,0.007230591,0.007168218,0.002624678,0.0001885242,0.0002283694,0.0005792966,0.003963401,0.004753787,0.001344132,0.4289064,0.5349187],"study_design_scores_gemma":[0.002934801,0.01887767,0.06879346,0.002210008,0.000407453,0.0007084715,0.001295817,0.0113977,0.01209575,0.00315104,0.8778271,0.000300678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2017236,0.004422683,0.05472909,0.007105491,0.009634816,0.03910264,0.06686603,0.01511305,0.6013026],"genre_scores_gemma":[0.4103153,0.003696614,0.06695777,0.002746953,0.001806602,0.03300778,0.06216432,0.003247855,0.4160568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1969882,"threshold_uncertainty_score":0.6589912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2069187953599271,"score_gpt":0.420009407035583,"score_spread":0.2130906116756559,"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."}}