{"id":"W4239184813","doi":"10.5558/tfc2016-074","title":"J. Michael Waldram Memorial Model Forest Fellowship","year":2016,"lang":"en","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":"Forestry; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001667989,0.0003729478,0.0005367619,0.00103189,0.002467193,0.001701376,0.000865416,0.001398862,0.1997748],"category_scores_gemma":[0.003930052,0.0002265372,0.0002352253,0.0007090083,0.0004640088,0.0009976432,0.002044316,0.002173707,0.05193226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984907,"about_ca_system_score_gemma":0.009772508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153206,"about_ca_topic_score_gemma":0.06766166,"domain_scores_codex":[0.9992191,0.00008915667,0.00002260638,0.0001220551,0.0003838131,0.0001633373],"domain_scores_gemma":[0.9950306,0.0002581981,0.0001082868,0.000210793,0.001424096,0.002967983],"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":[0.00007080079,0.00009593269,0.0007356678,0.00002143381,0.00000562624,0.0001232063,0.00005034082,0.0001063958,0.0003188089,0.009963633,0.9427264,0.04578173],"study_design_scores_gemma":[0.00001102527,0.00002806784,0.001691058,0.00003437723,0.000003991601,0.0001065798,0.00008711881,0.0003062602,0.0001450176,0.001655039,0.9959249,0.000006485166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00787819,0.004581441,0.002625945,0.2221213,0.02580144,0.000142275,0.004100105,0.0009366353,0.7318128],"genre_scores_gemma":[0.02809217,0.002242599,0.002490393,0.004755655,0.001605853,0.00003504099,0.001332527,0.00016294,0.9592828],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1997748,"threshold_uncertainty_score":0.6683132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486176120903019,"score_gpt":0.2339347452217885,"score_spread":0.2190729840127583,"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."}}