{"id":"W6998430133","doi":"","title":"2014 Allen D Leman Conference Recent Research Reports","year":2014,"lang":"en","type":"article","venue":"University of Minnesota Digital Conservancy (University of Minnesota)","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Swine Health Board; Ontario Ministry of Agriculture, Food and Rural Affairs; Diamond V; Agricultural Adaptation Council; University of Minnesota","keywords":"Field (mathematics); Perspective (graphical); Agency (philosophy); Identification (biology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001235731,0.0003047812,0.0009150937,0.0006026373,0.0004889284,0.0000279207,0.0006824582,0.0002237237,0.0008674748],"category_scores_gemma":[0.0007659931,0.0003827556,0.0003073146,0.0006072203,0.002174498,0.0008506895,0.0009507889,0.000505526,0.0001365602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000357764,"about_ca_system_score_gemma":0.0007903536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146695,"about_ca_topic_score_gemma":0.00163293,"domain_scores_codex":[0.9963292,0.0002365416,0.0003272186,0.0008118483,0.001571276,0.000723934],"domain_scores_gemma":[0.9943073,0.0004242197,0.0003900014,0.001092238,0.003323701,0.0004625129],"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":[0.007904457,0.003123841,0.2143896,0.004088184,0.002334228,0.00581286,0.02082138,0.00002417511,0.008549195,0.007293714,0.6642222,0.06143619],"study_design_scores_gemma":[0.00390788,0.001509573,0.03939987,0.0008999196,0.0002361808,0.0001772837,0.0206666,0.0002431315,0.0004310276,0.0008494328,0.9311576,0.0005214948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8676111,0.0008541127,0.0007512682,0.01665591,0.0001681964,0.0009872816,0.0001475981,0.0001302113,0.1126943],"genre_scores_gemma":[0.9826291,0.003039025,0.001163159,0.00004042508,0.00004786118,1.876276e-7,0.00006799108,0.00002812406,0.01298414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2669354,"threshold_uncertainty_score":0.9998624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05485408228315947,"score_gpt":0.2884977654331173,"score_spread":0.2336436831499578,"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."}}