{"id":"W2310368942","doi":"10.14288/1.0075182","title":"An examination of property relationships in the Canadian machine stress rated lumber in-grade program","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Property (philosophy); Stress (linguistics); Engineering; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005877768,0.000249339,0.0001675327,0.002086421,0.0005965275,0.000545251,0.0006286863,0.0002097625,0.003359962],"category_scores_gemma":[0.003266575,0.0001436479,0.0001530308,0.002499569,0.0002894783,0.0003672934,0.0002383871,0.0002567867,0.0003888266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003818481,"about_ca_system_score_gemma":0.001785988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.533144,"about_ca_topic_score_gemma":0.7296034,"domain_scores_codex":[0.9993438,0.00003351292,0.00001261272,0.0000913176,0.0004165568,0.0001020629],"domain_scores_gemma":[0.995845,0.000589006,0.0005174062,0.0001866205,0.002623204,0.0002387682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005746173,0.0003462302,0.7828771,0.0001888884,0.00007417427,0.0003376458,0.001654529,0.007204646,0.04300015,0.001887954,0.00302314,0.1588309],"study_design_scores_gemma":[0.000001488442,0.0001693,0.991406,0.000006875068,0.000008290756,0.00004659032,0.0002888127,0.001876593,0.003660329,0.0000752265,0.002453015,0.000007451551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822096,0.0001220134,0.001282462,0.00003480347,0.000002466504,0.0000355193,0.001191476,0.00008190575,0.01503984],"genre_scores_gemma":[0.9939395,0.00007297353,0.0006827894,0.00001279954,9.521745e-7,0.000009350558,0.0008634712,0.00002014025,0.004397953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.466856,"threshold_uncertainty_score":0.9392108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255900740756907,"score_gpt":0.1821251344669495,"score_spread":0.1695661270593804,"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."}}