{"id":"W4409234985","doi":"10.24419/lhi.2304-3083.2025.1.10","title":"Анализ опыта применения лесного законодательства в лесах Канады разных форм собственности","year":2025,"lang":"ru","type":"article","venue":"Lesohozâjstvennaâ informaciâ","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001280774,0.001442399,0.001152313,0.0008894918,0.001238727,0.0008358639,0.002843554,0.0008195093,0.02779554],"category_scores_gemma":[0.0002120662,0.001473759,0.0008053253,0.002860955,0.001373276,0.002427535,0.002673801,0.001443545,0.06505292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000994625,"about_ca_system_score_gemma":0.0002962575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002953646,"about_ca_topic_score_gemma":0.0005882806,"domain_scores_codex":[0.9920751,0.0001982872,0.002079631,0.00134242,0.001485854,0.002818648],"domain_scores_gemma":[0.9959388,0.0002297681,0.0007252026,0.002293215,0.00007309025,0.0007399232],"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":[0.0004510235,0.0006700188,0.05390607,0.001038398,0.0006425495,0.0001609212,0.003991735,0.001875937,0.0005164975,0.06882446,0.6807144,0.187208],"study_design_scores_gemma":[0.002455184,0.0003033109,0.03913342,0.0003496507,0.0003338068,0.00002550788,0.0003285272,0.008738068,0.0007857332,0.001979109,0.9439892,0.001578464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1260708,0.001306233,0.0005506397,0.005640497,0.00398394,0.001996976,0.0002243694,0.000580527,0.859646],"genre_scores_gemma":[0.6434616,0.001511092,0.0006517961,0.0110757,0.0006915767,0.0001578389,0.0002010146,0.0001156273,0.3421338],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5175122,"threshold_uncertainty_score":0.9998326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007223230848066176,"score_gpt":0.2468552196144064,"score_spread":0.2396319887663403,"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."}}