{"id":"W4252148511","doi":"10.4095/300987","title":"Model Forests","year":2010,"lang":"en","type":"report","venue":"","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Environmental science; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161526,0.0006478933,0.0004507251,0.001109378,0.001743936,0.002741169,0.002710325,0.0006456717,0.166185],"category_scores_gemma":[0.003136618,0.0006560636,0.000703944,0.002286631,0.0004682343,0.001723227,0.001023315,0.001328967,0.03799634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006402628,"about_ca_system_score_gemma":0.01785998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5676575,"about_ca_topic_score_gemma":0.7470134,"domain_scores_codex":[0.9991001,0.00008681042,0.00002477993,0.00009923899,0.0005181485,0.0001709973],"domain_scores_gemma":[0.9979085,0.000248321,0.00004504037,0.0002660239,0.001292221,0.0002398645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001638241,0.00009132019,0.002053954,0.0001343683,0.00002605459,0.00005947182,0.0001233233,0.01625704,0.0006634903,0.08538345,0.8278292,0.06721454],"study_design_scores_gemma":[0.00007922421,0.00001442926,0.0009197412,0.00006770858,0.00001367093,0.00004192054,0.0000785192,0.02153985,0.0005360637,0.011863,0.9648197,0.00002604972],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005944901,0.0006912407,0.07014881,0.001894765,0.0004773193,0.0006392595,0.1271573,0.01981841,0.773228],"genre_scores_gemma":[0.07735973,0.002182492,0.1384529,0.0009735082,0.000111992,0.001233948,0.2540144,0.01061789,0.5150532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5676575,"threshold_uncertainty_score":0.8697773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4683347812055084,"score_gpt":0.5490399465803347,"score_spread":0.08070516537482636,"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."}}