{"id":"W2019435158","doi":"10.1068/a3414","title":"Downsizing Nature: Managing Risk and Knowledge Economies through Production Subcontracting in the Oregon Logging Sector","year":2002,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Logging; Production (economics); Industrial organization; Rationalization (economics); Business; Commodity; Flexibility (engineering); Economics; Market economy; Microeconomics; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00149836,0.0001522718,0.0001331846,0.0006176632,0.002239283,0.004308232,0.0006514172,0.0007644079,0.002481563],"category_scores_gemma":[0.003662067,0.0001706644,0.0002136825,0.0006919496,0.005138531,0.003786004,0.002998925,0.0008087878,0.0001475455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002798028,"about_ca_system_score_gemma":0.003223767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113899,"about_ca_topic_score_gemma":0.01792834,"domain_scores_codex":[0.9992718,0.0003327673,0.00002741103,0.00007421276,0.0001462385,0.0001475742],"domain_scores_gemma":[0.9976867,0.001081139,0.0006321453,0.0002854009,0.0001302793,0.0001843875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002721365,0.0005569863,0.05617887,0.00009979684,0.00004713453,0.001528306,0.03761032,0.03559982,0.004604811,0.6195606,0.002552299,0.2413889],"study_design_scores_gemma":[0.0001074113,0.0002336959,0.05392621,0.0002294369,0.00007734252,0.0005873299,0.04479612,0.07217471,0.005399222,0.7501123,0.07227703,0.00007927306],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8728324,0.0003161776,0.01953484,0.004460545,0.000007795667,0.00005019084,0.00002692612,0.00002966775,0.1027414],"genre_scores_gemma":[0.9949952,0.00015957,0.001858083,0.0000558842,0.000004816966,0.00001383443,0.000007482402,0.000003362633,0.002901688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0113899,"threshold_uncertainty_score":0.0226472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098778750746023,"score_gpt":0.2417416371225229,"score_spread":0.2207538496150627,"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."}}