{"id":"W2313133315","doi":"10.5558/tfc2015-025","title":"Evaluation of Canadian Prairie-Grown Hybrid Poplar for High Value Solid Wood Products","year":2015,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations","funders":"FPInnovations; Alberta Innovates; Alberta Innovates - Technology Futures","keywords":"Laminated veneer lumber; Veneer; Engineered wood; Hardwood; Solid wood; Pulp and paper industry; Softwood; Materials science; Horticulture; Composite material; Botany; Engineering; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006307015,0.0001112226,0.0001151162,0.0000699251,0.00006780703,0.00001915298,0.0001503424,0.00003510008,0.00001623939],"category_scores_gemma":[0.000100163,0.00007867743,0.00002884375,0.0001495658,0.0000419318,0.000123688,0.00001317154,0.00005843219,0.0000271222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003040698,"about_ca_system_score_gemma":0.0005669086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051657,"about_ca_topic_score_gemma":0.0135144,"domain_scores_codex":[0.9991909,0.00003851343,0.0001391708,0.0001065899,0.000265121,0.0002596668],"domain_scores_gemma":[0.9993788,0.00001861732,0.00002863072,0.000288522,0.0001989694,0.00008646299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000163378,0.0001860926,0.00181157,0.0004733302,0.001176083,0.000008107845,0.004564416,0.757387,0.006679657,0.01097108,0.193329,0.02325021],"study_design_scores_gemma":[0.005063774,0.0008376614,0.004388905,0.0001022869,0.000818553,0.00003318224,0.000338862,0.247567,0.6855642,0.02789924,0.02681977,0.0005665921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932177,0.002457182,0.00002371863,0.001103389,0.0003215771,0.0006603879,0.00005254005,0.00006959611,0.002093929],"genre_scores_gemma":[0.9992529,0.0000092932,0.0002051122,0.00001522501,0.0001967676,0.000100389,0.00004830135,0.00002796279,0.0001441075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6788845,"threshold_uncertainty_score":0.9960725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450255860814387,"score_gpt":0.2456017495394587,"score_spread":0.20057616345802,"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."}}