{"id":"W4321195994","doi":"10.7451/cbe.2022.64.3.1","title":"Effects of weather on temperatures of the grain bin components and headspace of a 10-m diameter corrugated steel bin.","year":2022,"lang":"en","type":"article","venue":"Canadian Biosystems Engineering","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Bin; Relative humidity; Thermocouple; Roof; Wind speed; Environmental science; Atmospheric sciences; Humidity; Meteorology; Air temperature; Moisture; Temperature measurement; Precipitation; Wind direction; Grain size; Thermometer; Materials science; Composite material; Geography; Geology; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00009950472,0.0001132002,0.0001976932,0.0000358843,0.00006622645,0.000006138714,0.0001858459,0.00003789158,0.00003280741],"category_scores_gemma":[0.00003582658,0.00005019655,0.00005890915,0.0002134747,0.00004272925,0.00002042498,0.00005559802,0.00009223682,5.787181e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006358114,"about_ca_system_score_gemma":0.000005841594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01738646,"about_ca_topic_score_gemma":0.002820843,"domain_scores_codex":[0.9992983,0.00008704085,0.0001504972,0.0001398806,0.0001604718,0.0001638009],"domain_scores_gemma":[0.9995659,0.0001685899,0.00008423605,0.00006985464,0.000008182605,0.0001032651],"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":[0.000007968531,0.00002254362,0.005717947,0.00009483462,0.00001855865,0.000002348903,0.00006198638,0.0003597662,0.9934078,0.00004991751,0.000153639,0.0001026909],"study_design_scores_gemma":[0.0003682591,0.0007598578,0.6266777,0.0004006258,0.00002034639,0.000008691431,0.0001625572,0.0005004383,0.3661727,0.000002671255,0.004696182,0.0002299476],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985882,0.0004946077,1.15542e-7,0.0001229074,0.0001467165,0.0004028384,0.0001983216,0.000007972115,0.00003829277],"genre_scores_gemma":[0.9997647,0.000003702886,0.000009668325,0.00002498647,0.0000156792,0.0000216755,0.000008653514,0.000002624756,0.0001483043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6272351,"threshold_uncertainty_score":0.9891568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004198828398084126,"score_gpt":0.1461654887628815,"score_spread":0.1419666603647974,"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."}}