{"id":"W4242645221","doi":"10.1139/cjfr-31-10-1671","title":"Estimation of &lt;i&gt;Eucalyptus delegatensis&lt;/i&gt; wood properties by near infrared spectroscopy","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Eucalyptus; Forestry; Douglas fir; Environmental science; Mathematics; Botany; Chemistry; Animal science; Biology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005505531,0.0001824819,0.0003168919,0.0005460763,0.0002375736,0.00019046,0.0003479028,0.0001200066,0.000174536],"category_scores_gemma":[0.0002210334,0.0001471141,0.0001010328,0.0005344791,0.0003162413,0.000400693,0.0000155596,0.0004094534,0.00005297229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003914947,"about_ca_system_score_gemma":0.0009370741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203545,"about_ca_topic_score_gemma":0.0199502,"domain_scores_codex":[0.9980842,0.00009460723,0.0004672753,0.0001229631,0.0005251706,0.0007058199],"domain_scores_gemma":[0.9985538,0.00005913023,0.00007201277,0.0002418601,0.0004639579,0.0006092963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001021404,0.0003219309,0.08100355,0.0009134121,0.001896964,0.002166573,0.01062198,0.1603976,0.2208043,0.002507825,0.4751708,0.04317372],"study_design_scores_gemma":[0.006780473,0.006278339,0.0793127,0.002435674,0.0003198309,0.001345774,0.0008506399,0.1235878,0.3194873,0.006734054,0.4509298,0.001937605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803863,0.01124426,0.0001219712,0.0003851456,0.0001702484,0.0002123929,0.00001858686,0.00002091226,0.007440152],"genre_scores_gemma":[0.9972549,0.0004227251,0.0007897592,0.00001033871,0.0001089373,0.000009553121,0.00001118741,0.00004532261,0.001347268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09868303,"threshold_uncertainty_score":0.9979331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977457113658055,"score_gpt":0.2508363974011647,"score_spread":0.2210618262645841,"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."}}