{"id":"W4394702170","doi":"10.1093/jof/113.1.119a","title":"Abstract","year":2015,"lang":"en","type":"article","venue":"Journal of Forestry","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002390881,0.00004483711,0.0000647272,0.00002706095,0.00001524452,0.00001655824,0.0002628847,0.00002440234,0.001816594],"category_scores_gemma":[0.00006658316,0.00003321988,0.00004665528,0.00007187739,0.00004671825,0.0002389285,0.0000780851,0.00009576681,0.001356376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004883278,"about_ca_system_score_gemma":0.00001249854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004533682,"about_ca_topic_score_gemma":0.000006353765,"domain_scores_codex":[0.9994501,0.000005989614,0.0001572721,0.00003629348,0.0002480437,0.000102238],"domain_scores_gemma":[0.9996075,0.000008927861,0.0001329699,0.0001112321,0.000007268797,0.0001320704],"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":[0.00003089811,0.00004489729,0.1877868,0.000003268386,0.00001039698,0.0000788938,0.0001631781,0.002014989,0.0001124872,0.0003027769,0.8050818,0.004369507],"study_design_scores_gemma":[0.0007361304,0.0002013498,0.4825525,0.00001804804,0.00001755057,0.00009766699,0.00005841961,0.0001589797,0.0001607046,0.01032137,0.5055516,0.000125692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8106254,0.00002733376,0.000009959284,0.0004949439,0.0001891356,0.00001686162,2.609391e-7,0.000003960001,0.1886321],"genre_scores_gemma":[0.9961816,0.000006539706,0.000796376,0.0001499519,0.0002023552,1.854945e-7,2.234105e-7,0.000004277627,0.002658461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2995303,"threshold_uncertainty_score":0.9994212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240649136563359,"score_gpt":0.2628586587364481,"score_spread":0.2387937450801122,"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."}}