{"id":"W4399303713","doi":"10.3390/f15060951","title":"A Comparative Analysis of Tannin and Commercial Fire Retardants in Wood Fire Protection","year":2024,"lang":"en","type":"article","venue":"Forests","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Fire protection; Environmental science; Fire retardant; Engineering; Materials science; Civil engineering; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004323635,0.0003098013,0.000288825,0.000860849,0.0002512613,0.0003577958,0.0001894174,0.0003036301,0.001356895],"category_scores_gemma":[0.0003697334,0.00009913685,0.0004124119,0.0005046336,0.0001907626,0.0003264582,0.0001692564,0.0002008463,0.0001388956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002445017,"about_ca_system_score_gemma":0.0002460421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244291,"about_ca_topic_score_gemma":0.004165358,"domain_scores_codex":[0.9997657,0.00006562502,0.00002097778,0.00004524149,0.00007079677,0.00003167109],"domain_scores_gemma":[0.9997429,0.00006633265,0.00006263447,0.00001467883,0.00007122973,0.00004208722],"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":[0.003707235,0.001263474,0.005812995,0.001495161,0.0001822061,0.0002035873,0.0001926123,0.0004499412,0.9226461,0.0002810298,0.0001008638,0.06366472],"study_design_scores_gemma":[0.00006050576,0.0185007,0.07752808,0.000189408,0.0006476064,0.0005118267,0.0005512107,0.00100808,0.8890992,0.0001576233,0.01171118,0.0000345138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879511,0.00979021,0.0005204827,0.00002823259,0.00002358597,0.00004106152,0.0001114416,0.000008601005,0.001525267],"genre_scores_gemma":[0.9914329,0.004542529,0.001692591,0.00003698719,0.00001561546,0.0000164101,0.0001136143,0.000009004635,0.00214038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001356895,"threshold_uncertainty_score":0.004539311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590819851950357,"score_gpt":0.2628456336785869,"score_spread":0.2469374351590834,"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."}}