{"id":"W7164905014","doi":"10.1080/17153379.2012.12556777","title":"Pursuing China: Memoir of a Beaver Liaison Officer.","year":2012,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Whitehead's Philosophy and Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Memoir; Beaver; Field (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00018462,0.0001152359,0.000128745,0.00002449177,0.0001078365,0.000008246028,0.0001871783,0.00005975427,0.001141395],"category_scores_gemma":[0.00001504603,0.0001047888,0.00006955273,0.0002577993,0.0001489202,0.0002318561,0.0001007694,0.00009990732,0.001175917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005667804,"about_ca_system_score_gemma":0.000004029043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000385074,"about_ca_topic_score_gemma":0.000002512097,"domain_scores_codex":[0.9990869,0.00002425478,0.0001787528,0.0001860454,0.0002298592,0.0002942309],"domain_scores_gemma":[0.9994249,0.00002538816,0.00008861205,0.0003236668,0.000003924114,0.0001334844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001807553,0.004338137,0.5874422,0.0001933934,0.0001710505,0.000006695493,0.05544872,0.002142058,0.1558747,0.06710003,0.07360324,0.05349907],"study_design_scores_gemma":[0.002034867,0.0003834372,0.700578,0.0001339228,0.0002474442,0.00006811744,0.08170742,0.001698062,0.06506693,0.01532635,0.1305226,0.002232808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1217312,0.0001043671,0.0005860043,0.0005204416,0.0001381588,0.0002097431,0.00001703266,0.0000637356,0.8766293],"genre_scores_gemma":[0.997793,0.000008805418,0.001135962,0.000006403252,0.0001143729,0.00002694134,0.000007728243,0.00001462234,0.0008921857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8760617,"threshold_uncertainty_score":0.9997717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131862055221817,"score_gpt":0.2246665057643973,"score_spread":0.2133478852121791,"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."}}