{"id":"W4380449478","doi":"10.52202/069179-0225","title":"EXPERIMENTAL INVESTIGATION OF THE RELATIONSHIP BETWEEN TIMBER SPECIES AND SMOULDERING","year":2023,"lang":"en","type":"article","venue":"","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of the Sunshine Coast; University of Queensland; Forest and Wood Products Australia","keywords":"Thermogravimetric analysis; Pyrolysis; Char; Cone calorimeter; Exothermic reaction; Environmental science; Frequency factor; Materials science; Waste management; Activation energy; Pulp and paper industry; Chemistry; Chemical engineering; Engineering; Organic chemistry","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":[0.00007494542,0.00003089786,0.0000379175,0.00003100678,0.00003858255,0.000009197559,0.00004124864,0.0000225926,0.00001474364],"category_scores_gemma":[0.00001982298,0.00002317115,0.00001266788,0.0001709176,0.00003942322,0.00003675702,0.00004042662,0.00005718897,0.000008046874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001206373,"about_ca_system_score_gemma":0.000003331742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008163696,"about_ca_topic_score_gemma":0.00000396112,"domain_scores_codex":[0.9997374,0.000007982776,0.0000693766,0.00003847607,0.00008250332,0.0000642861],"domain_scores_gemma":[0.9998012,0.0001015433,0.00000504972,0.0000684969,0.000005656202,0.00001801873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[3.485392e-7,5.254497e-7,0.9787518,0.00002314485,0.000005751437,1.282544e-7,0.0004351688,0.001915179,0.01257616,0.005885401,0.0003426779,0.00006370536],"study_design_scores_gemma":[0.00004270392,0.000003157985,0.9563544,0.000008222285,0.000001051834,2.030949e-7,0.0001228161,0.03250005,0.01028804,0.0005926454,0.00005849689,0.00002820184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950781,0.00002224358,0.0001042254,0.0001719505,0.00003309359,0.00004850483,0.000002796261,0.00006204987,0.004477016],"genre_scores_gemma":[0.9989101,0.000003126997,0.00009321562,0.000002478991,0.00001584215,0.000002880041,0.000005038369,0.000006966527,0.0009603999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03058487,"threshold_uncertainty_score":0.09448919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07142061902674612,"score_gpt":0.2788091038341631,"score_spread":0.207388484807417,"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."}}