{"id":"W37503158","doi":"10.5006/c2009-09172","title":"Evaluating the Corrosiveness of Southern Pine Treated with Several Wood Preservatives Using Electrochemical Techniques","year":2009,"lang":"en","type":"article","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norbord (Canada)","funders":"","keywords":"Preservative; Electrochemistry; Pulp and paper industry; Pine wood; Materials science; Corrosion; Environmental science; Composite material; Chemistry; Electrode; Engineering; Organic chemistry; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000244107,0.000104587,0.0001398421,0.00002685801,0.0001011979,0.00003081499,0.0001315357,0.00004037354,0.0002302611],"category_scores_gemma":[0.00002908482,0.00005708604,0.00003066557,0.0001690261,0.0000749471,0.000129158,0.00002510058,0.00006408749,0.000002933721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002890296,"about_ca_system_score_gemma":0.0000403448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006609506,"about_ca_topic_score_gemma":0.00000456021,"domain_scores_codex":[0.9991404,0.00008447791,0.0001877913,0.0001741591,0.0002531136,0.0001601013],"domain_scores_gemma":[0.9994791,0.00003436436,0.0001108973,0.0001764053,0.0001752051,0.00002399899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001660129,0.00006354504,0.0003531839,0.000003423606,3.326379e-7,3.40286e-7,0.0002015226,0.00002464194,0.9986705,0.00002437919,0.00001140723,0.0004807515],"study_design_scores_gemma":[0.0002032519,0.0006828449,0.0002561429,0.000066031,0.00002282251,0.00001040292,0.0001696336,0.003190309,0.9951969,0.0001101478,0.000001898869,0.00008962553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867666,0.00001141418,0.01258277,0.00008654679,0.000007640648,0.0002524472,0.000007741939,0.0001179864,0.0001668038],"genre_scores_gemma":[0.9935327,0.00000101509,0.006248005,0.00006874697,0.00002382,0.00001131413,0.000007042423,0.000007293517,0.0001000298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006766086,"threshold_uncertainty_score":0.2521197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255511884619436,"score_gpt":0.3399407340068899,"score_spread":0.2873856151606956,"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."}}