{"id":"W7132586027","doi":"","title":"DURALARCH - suitability of selected coloured coniferous heartwoods of different origin for their use in outdoor applications","year":2025,"lang":"en","type":"article","venue":"OpenAgrar","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Larch; Softwood; China; Wood industry; Larix gmelinii; Temperate climate","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":[0.00007192878,0.000107056,0.0002659751,0.00007176748,0.00002534822,0.00001304233,0.000108915,0.00005256339,0.00001118554],"category_scores_gemma":[0.00001689219,0.00007769529,0.00004944395,0.0002719939,0.00003853069,0.00005999992,0.00002216602,0.00005724322,0.00000103728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004285918,"about_ca_system_score_gemma":0.00002963328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001907342,"about_ca_topic_score_gemma":0.0006210343,"domain_scores_codex":[0.999413,0.00002984466,0.0002520369,0.0001143001,0.00004689953,0.0001439245],"domain_scores_gemma":[0.9995003,0.0001748828,0.00002301773,0.0002082358,0.00007355859,0.00002005769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006297666,0.001508245,0.7949832,0.002395996,0.0008850858,0.000001049316,0.002285393,0.001866802,0.165685,0.01107616,0.001988343,0.01669494],"study_design_scores_gemma":[0.003211001,0.0003171745,0.4743366,0.0001696065,0.00009737565,8.23921e-7,0.0002351606,0.005863839,0.5056968,0.001817158,0.007934252,0.0003201779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973592,0.0002860844,0.0004381261,0.00008763251,0.0000437559,0.001266137,0.0000945984,0.00004528547,0.0003791995],"genre_scores_gemma":[0.9986983,0.00003212153,0.000446909,0.000004521062,0.000005361294,0.0003973921,0.00004244683,0.00001037368,0.0003625529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3400118,"threshold_uncertainty_score":0.3168322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560432470797458,"score_gpt":0.2584029844347159,"score_spread":0.2327986597267414,"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."}}