{"id":"W2731672627","doi":"","title":"Characterizing Airflow Paths in Grain Bulks","year":2013,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Airflow; Tortuosity; Path (computing); Flow (mathematics); Materials science; Computer science; Mechanics; Engineering; Mechanical engineering; Porosity; Physics; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002092578,0.0002214064,0.0003770298,0.00005164192,0.0001426178,0.00002619469,0.0004881711,0.0003697604,0.0001959374],"category_scores_gemma":[0.00003470263,0.0001371561,0.00017007,0.0003136531,0.0000622153,0.0002178439,0.00006662223,0.0003407144,0.0001090233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010471,"about_ca_system_score_gemma":0.0000194804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01381084,"about_ca_topic_score_gemma":0.7672558,"domain_scores_codex":[0.9987555,0.0001093005,0.0001405369,0.0004268493,0.0002707356,0.0002970593],"domain_scores_gemma":[0.9993835,0.00009659756,0.0002220402,0.0001110558,0.0001017531,0.00008502693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005695095,0.0009872839,0.2783237,0.0006872308,0.0001260016,0.0001682128,0.004124896,0.000007425351,0.5611789,0.0003161208,0.007410011,0.1461007],"study_design_scores_gemma":[0.0001518976,0.0001407201,0.9574389,0.0001180805,0.00001660572,8.860261e-7,0.03433141,0.00004782663,0.0006756568,0.0001056739,0.006698958,0.0002733625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958203,0.00008179247,4.346308e-7,0.001384106,0.0002813806,0.0003952183,0.00007243886,0.00005499398,0.001909358],"genre_scores_gemma":[0.9970183,0.00007864967,0.000104706,0.00002624969,0.00007145105,0.000001289263,0.0008588675,0.000002202212,0.001838289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.753445,"threshold_uncertainty_score":0.9927563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303837936048995,"score_gpt":0.1842552556743391,"score_spread":0.1712168763138492,"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."}}