{"id":"W4210254095","doi":"10.5558/tfc86309-3","title":"Model Forest News / Nouvelles des Forêts Modèles","year":2010,"lang":"fr","type":"article","venue":"The Forestry Chronicle","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mod; Forestry; Environmental science; Geography; Mathematics; Combinatorics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003364079,0.0009213125,0.0007990199,0.0008762497,0.0007811981,0.005420772,0.001856601,0.002119656,0.09703527],"category_scores_gemma":[0.01057178,0.0009407013,0.00123881,0.001061402,0.0006756558,0.006527875,0.001035574,0.003115321,0.01461481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149874,"about_ca_system_score_gemma":0.002025667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01791347,"about_ca_topic_score_gemma":0.02470615,"domain_scores_codex":[0.9985393,0.0005890361,0.0000504533,0.0001876335,0.0005098933,0.0001235537],"domain_scores_gemma":[0.9953833,0.002710758,0.000126461,0.0009944652,0.0005410104,0.0002439665],"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":[0.0007432071,0.0002558533,0.00115533,0.0002881341,0.0001023922,0.0001019008,0.0001513096,0.1793387,0.0008323203,0.4082649,0.2875929,0.1211731],"study_design_scores_gemma":[0.0002539591,0.0000623835,0.0003348069,0.0001370712,0.00004314162,0.00005854165,0.00006392065,0.5099758,0.001717255,0.1765384,0.3107578,0.00005696791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03049121,0.00317331,0.4152577,0.02352333,0.003239486,0.0002891829,0.02394477,0.02022342,0.4798575],"genre_scores_gemma":[0.3693081,0.004547242,0.2423949,0.003033027,0.001358119,0.001161771,0.03510261,0.01486448,0.3282297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09703527,"threshold_uncertainty_score":0.3246154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272891353836907,"score_gpt":0.2463369619931001,"score_spread":0.223608048454731,"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."}}