{"id":"W4406916718","doi":"10.15372/sjfs20240611","title":"ОСВОЕНИЕ НИЗКОКАЧЕСТВЕННОЙ ПОВРЕЖДЕННОЙ ДРЕВЕСИНЫ И ДРЕВЕСНЫХ ОТХОДОВ В КРАСНОЯРСКОМ КРАЕ","year":2024,"lang":"ru","type":"article","venue":"Сибирский лесной журнал","topic":"Agricultural Development and Policies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001043932,0.001745345,0.00138028,0.0002167296,0.001424114,0.002310783,0.001889036,0.001172801,0.02587362],"category_scores_gemma":[0.0001817978,0.0007715623,0.001220192,0.003216126,0.0006628351,0.001276676,0.0008493869,0.001512157,0.01869898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004217919,"about_ca_system_score_gemma":0.0002325612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472109,"about_ca_topic_score_gemma":0.001158775,"domain_scores_codex":[0.9915605,0.000446702,0.00169264,0.002207113,0.001360275,0.002732747],"domain_scores_gemma":[0.9968997,0.000874846,0.0003614364,0.000489463,0.0003333383,0.00104123],"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":[0.0001270542,0.0004575097,0.004484676,0.0005585972,0.0006868664,0.0004058059,0.003821506,0.00002406735,0.03783181,0.02293531,0.7316679,0.1969989],"study_design_scores_gemma":[0.0003794899,0.0006223701,0.05045293,0.000790957,0.0003103475,0.0001992243,0.00209233,0.0002896799,0.003215915,0.00266914,0.9367131,0.002264496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7991482,0.04215595,0.00004174163,0.04476027,0.01093142,0.002132604,0.001058683,0.002533276,0.09723786],"genre_scores_gemma":[0.8305031,0.005011823,0.0002280614,0.002168368,0.007221986,0.0001354862,0.001156125,0.00004068347,0.1535343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2050452,"threshold_uncertainty_score":0.9998759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818842395117033,"score_gpt":0.2214747967747675,"score_spread":0.2032863728235972,"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."}}