{"id":"W7024507281","doi":"","title":"Science, Politics, and U.S. Forest Service Law: The Battle over the Forest Service Planning Rule","year":2004,"lang":"en","type":"article","venue":"UNM’s Digital Repository (University of New Mexico)","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Resources for the Future","keywords":"Battle; Service (business); Forest industry; Certified wood","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000127354,0.0001613452,0.000161126,0.00009134928,0.001254869,0.0005828507,0.00107116,0.00005394735,0.000001447384],"category_scores_gemma":[0.00002419729,0.0001284797,0.00006782302,0.0008586241,0.0005065493,0.001646552,0.0006521743,0.0001835557,0.000007265859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116687,"about_ca_system_score_gemma":0.0003725784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003128257,"about_ca_topic_score_gemma":0.001406402,"domain_scores_codex":[0.9986424,0.00002228738,0.0001297023,0.0003895384,0.0004294434,0.0003866649],"domain_scores_gemma":[0.9987327,0.0002409526,0.000133706,0.0005034169,0.0001950777,0.0001941469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007728172,0.0002492648,0.03799182,0.00008269687,0.0001861753,0.0004259226,0.02271275,0.02199303,0.001025801,0.9071361,0.001284128,0.006834995],"study_design_scores_gemma":[0.00348509,0.0004925529,0.765045,0.0006807515,0.0001511937,0.001199417,0.009609814,0.09216505,0.001220667,0.09928895,0.02542492,0.001236531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432788,0.0001806266,0.01751813,0.003663387,0.0003882197,0.000158979,0.000005234403,0.00008647905,0.03472008],"genre_scores_gemma":[0.9981719,0.00000516499,0.0006157627,0.0006902341,0.000110611,7.500046e-8,0.000001795283,0.000008702083,0.0003957459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8078472,"threshold_uncertainty_score":0.9651561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119245399285283,"score_gpt":0.2036638821179451,"score_spread":0.1917393421894168,"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."}}