{"id":"W314033532","doi":"","title":"An accelerated field simulator for aboveground testing of wood preservatives","year":2009,"lang":"en","type":"article","venue":"Forest Products Journal","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spore; Germination; Preservative; Mycelium; Spore germination; Horticulture; Environmental science; Pulp and paper industry; Petri dish; Ceiling (cloud); Biology; Botany; Engineering; Food science; Microbiology; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002786476,0.0001038219,0.0001688261,0.00001517354,0.0004870228,0.0000555384,0.0002731089,0.00007456591,0.00004893035],"category_scores_gemma":[0.0006509697,0.00004032415,0.00004849706,0.000255837,0.00005487123,0.0003605748,0.00002713797,0.0001357485,0.000002204001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001004834,"about_ca_system_score_gemma":0.00001608762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001811601,"about_ca_topic_score_gemma":0.00007654553,"domain_scores_codex":[0.9992291,0.00003844412,0.0002015876,0.0001809607,0.0001110194,0.0002388567],"domain_scores_gemma":[0.9990228,0.000239245,0.0001755966,0.00004522121,0.0004539275,0.00006323947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008000767,0.001030496,0.7507266,0.00003849304,0.0001253907,0.00002231783,0.0005026559,0.0005984071,0.1934165,0.0009319766,0.01279791,0.03900917],"study_design_scores_gemma":[0.0003015158,0.004907953,0.9746002,0.00002227539,0.00002324315,0.00002435847,0.0002459836,0.0002172611,0.0116775,0.004062418,0.003770067,0.0001472292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995666,0.0001267732,0.000008560069,0.003683431,0.0001394899,0.0002031733,0.00001931678,0.00002411178,0.0001291613],"genre_scores_gemma":[0.9978476,0.00001192189,0.001223375,0.0002554332,0.0005331865,0.000001501614,0.00001322296,4.342932e-7,0.0001133448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2238736,"threshold_uncertainty_score":0.3745835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07387808579046644,"score_gpt":0.2716807457723866,"score_spread":0.1978026599819201,"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."}}