{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003690454,0.0007600127,0.0005381213,0.002665888,0.001505514,0.003465271,0.001494938,0.003590691,0.2328917],"category_scores_gemma":[0.0088433,0.0004180084,0.000679586,0.001794977,0.0008654848,0.001456915,0.002321439,0.002304464,0.08591214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792169,"about_ca_system_score_gemma":0.007778133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008103249,"about_ca_topic_score_gemma":0.02283938,"domain_scores_codex":[0.998159,0.0003251954,0.00008771585,0.0002085594,0.0009436328,0.0002759982],"domain_scores_gemma":[0.9921229,0.0008791938,0.0002841844,0.0004159494,0.004409939,0.001887749],"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":[0.0000251916,0.00002164235,0.0001815711,0.00008940843,0.000004759706,0.00003584148,0.00001298269,0.00001127871,0.00007052152,0.0004595315,0.9711881,0.02789916],"study_design_scores_gemma":[0.000009225494,0.00001233489,0.0007509954,0.0002111369,0.000006492369,0.00006144786,0.0000749237,0.00000977584,0.0001275802,0.0002178478,0.9985138,0.000004504464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002063053,0.06737287,0.001103476,0.3235012,0.1617049,0.0002999257,0.003210797,0.0004502649,0.4402935],"genre_scores_gemma":[0.01280706,0.07173314,0.002039546,0.04510347,0.03459782,0.0003775665,0.002654123,0.0002349946,0.8304523],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2328917,"threshold_uncertainty_score":0.7791003,"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."}}