{"id":"W7076957569","doi":"","title":"Yellow Birch","year":2024,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yellow birch; Balsam; Hardwood; Veneer; Scarification; Betula pubescens; Abundance (ecology); Vegetation (pathology)","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":[0.0001395756,0.0002077949,0.0001682004,0.0004360721,0.000146142,0.0002998848,0.001222468,0.0000944319,0.0000520351],"category_scores_gemma":[0.00003530882,0.0002108122,0.0001661041,0.001651722,0.0001315806,0.000591578,0.0006550171,0.0002665673,0.0006506893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052243,"about_ca_system_score_gemma":0.0001168296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002034653,"about_ca_topic_score_gemma":0.00000766974,"domain_scores_codex":[0.9986153,0.00003030187,0.0001693284,0.0005286578,0.0002002323,0.0004561798],"domain_scores_gemma":[0.9989473,0.0001303134,0.00003995312,0.0006568435,0.00005807818,0.0001674861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003057544,0.0002321869,0.0011041,0.0002443768,0.0002504558,0.004116416,0.0003855265,0.0006792757,0.003890499,0.7435749,0.05218073,0.193311],"study_design_scores_gemma":[0.0001263255,0.00003265186,0.00005769279,0.00005716767,0.000009428049,0.00006569927,0.00004889991,0.0100761,0.002366021,0.009083829,0.9777898,0.0002864462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003517093,0.0002364753,0.2999606,0.005872876,0.0003007191,0.000189731,0.0001642472,0.002649979,0.6871083],"genre_scores_gemma":[0.9709915,0.00006692908,0.001937537,0.0001061987,0.00002998533,0.000001440164,0.00002675325,0.000007551747,0.02683214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9674744,"threshold_uncertainty_score":0.8596674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465427320950071,"score_gpt":0.2056518230152039,"score_spread":0.1909975498057032,"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."}}