{"id":"W2802623578","doi":"10.1139/cjfr-2017-0395","title":"The (new) role of public forest administration in Western Balkans: examples from Serbia, Croatia, FYR Macedonia, and Republika Srpska","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Business; Administration (probate law); State (computer science); Certified wood; Forest management; Forestry; Environmental protection; Political science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002072203,0.0001201027,0.0001688073,0.0003705705,0.0003406665,0.000348281,0.0007603313,0.00008772231,0.001114255],"category_scores_gemma":[0.0005441766,0.0000939512,0.00004736259,0.0005873717,0.001129395,0.000561095,0.00012324,0.0003580438,0.0001053683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002439284,"about_ca_system_score_gemma":0.0007811908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.235805,"about_ca_topic_score_gemma":0.9679459,"domain_scores_codex":[0.997863,0.00022079,0.0004585901,0.0002036102,0.0005904376,0.0006635655],"domain_scores_gemma":[0.9983745,0.0002615805,0.0001795733,0.0003422891,0.0001051665,0.0007368463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000340149,0.00001351035,0.9721946,0.00000432415,0.00001555323,0.00002763308,0.0008665511,0.00001936462,0.0001066645,0.001633356,0.01288328,0.01220122],"study_design_scores_gemma":[0.0003328696,0.0003850823,0.8397574,0.00003906966,0.000004776825,0.00001549262,0.0003092802,0.0001759795,0.00009338878,0.007918367,0.1508834,0.00008489616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873025,0.000503604,0.00001418546,0.00401638,0.00008550865,0.0002112955,0.0000132685,0.000002597257,0.007850676],"genre_scores_gemma":[0.9963754,0.00009942704,0.0001683052,0.00005518936,0.0002612699,0.000004869168,0.000006219948,0.00001513863,0.003014163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7321409,"threshold_uncertainty_score":0.9997988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443416355818144,"score_gpt":0.3015068655469095,"score_spread":0.2571652299650951,"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."}}