{"id":"W6958369845","doi":"10.6084/m9.figshare.26003377","title":"An Analysis of the Fire Performance of Small-Scale Canadian Heritage Hardwood and Softwood","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Charring; Hardwood; Softwood; Char; Cone calorimeter","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003314176,0.00005870649,0.0001312416,0.0001027334,0.00004524838,0.0000121758,0.0002046001,0.00004971009,0.002624917],"category_scores_gemma":[0.00003069524,0.0000492157,0.00005349874,0.0005354584,0.000008292307,0.00003615929,0.0000344869,0.00008663021,0.00000294003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002894991,"about_ca_system_score_gemma":0.00006171321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818536,"about_ca_topic_score_gemma":0.06291497,"domain_scores_codex":[0.999601,0.000009631968,0.0001063197,0.00007911974,0.00006999274,0.0001339412],"domain_scores_gemma":[0.9996112,0.00002263232,0.00001343406,0.0002472438,0.00005109097,0.00005438904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004156502,0.0001552796,0.4629646,0.008543774,0.0034306,0.00001333573,0.003337442,0.3756173,0.003384166,0.0002192096,0.03119436,0.1110983],"study_design_scores_gemma":[0.0000442645,0.0000106903,0.3539733,0.0001718001,0.00002901889,1.476282e-7,0.00002809696,0.6444895,0.0003434736,0.000001651008,0.0008660433,0.00004196799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931999,0.0002867765,0.000001319777,0.00003951871,0.00001929394,0.0000962991,0.06537104,0.00001716816,0.002169628],"genre_scores_gemma":[0.9967931,0.00001375079,0.00002919506,0.00001249962,0.000004201544,0.00001237157,0.003005452,0.000006724345,0.0001227025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2688722,"threshold_uncertainty_score":0.9982868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008844617591087291,"score_gpt":0.2101501701425466,"score_spread":0.2013055525514593,"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."}}