{"id":"W2766053591","doi":"","title":"Evaluating the Influence of Stem Form and Vigor on Product Potential, Growth, and Survival for Northern Commercial Hardwood Species","year":2017,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hardwood; Product (mathematics); Environmental science; Biology; Mathematics; Botany","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":[0.0001359319,0.0001533944,0.0001720423,0.0001491824,0.000358509,0.0001190119,0.0003242212,0.00003264336,0.000001390187],"category_scores_gemma":[0.00004204616,0.0001323316,0.00005245798,0.0001018924,0.0002567487,0.0002486682,0.0002159681,0.00007073628,0.000001891255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003572219,"about_ca_system_score_gemma":0.00001338607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003652901,"about_ca_topic_score_gemma":0.000322891,"domain_scores_codex":[0.999298,0.00001519385,0.0001563445,0.0001803973,0.0001530176,0.0001970032],"domain_scores_gemma":[0.999336,0.00006066238,0.0001079218,0.0003717546,0.00006836088,0.0000552828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001939401,0.0008177703,0.2546591,0.003170694,0.001899833,0.00009236233,0.002188558,0.05551767,0.02277002,0.2168677,0.001836006,0.4382408],"study_design_scores_gemma":[0.009038297,0.001927803,0.8422061,0.0006444028,0.0006467293,0.00002523389,0.0031242,0.03306631,0.02712927,0.003466097,0.07639203,0.002333525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905335,0.00002899672,0.00200107,0.0002962522,0.00007246494,0.0005362413,0.0004297545,0.0001123174,0.005989356],"genre_scores_gemma":[0.9995382,0.0001076862,0.00008953202,0.00001230914,0.00001306405,0.00000339241,0.00001478978,0.00001735554,0.0002036593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5875469,"threshold_uncertainty_score":0.5396327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001671298537663,"score_gpt":0.239228739282705,"score_spread":0.2092120262973284,"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."}}