{"id":"W2114751232","doi":"10.1016/s1462-9011(00)00013-7","title":"Ideology and environmental science research","year":2000,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ideology; Environmental research; Environmental science; Environmental resource management; Political science; Politics","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":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.004109622,0.0001754917,0.0001439902,0.0006538258,0.005384693,0.0004497349,0.001513268,0.00006266788,0.003040564],"category_scores_gemma":[0.00006729973,0.0001738976,0.00003850084,0.001421429,0.04350741,0.001081581,0.0005319572,0.000280055,0.001005081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663796,"about_ca_system_score_gemma":0.0003660717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004190875,"about_ca_topic_score_gemma":0.0001524614,"domain_scores_codex":[0.9944829,0.0002262176,0.000223317,0.0009158249,0.002473896,0.001677838],"domain_scores_gemma":[0.9987769,0.00005684589,0.00003600312,0.0004555836,0.000004656816,0.0006700648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005850283,0.0007851673,0.09926054,0.0000109932,0.00001799326,0.00006401673,0.1328572,0.0001944795,0.1951408,0.06238254,0.0004407358,0.508787],"study_design_scores_gemma":[0.0005209715,0.0002235921,0.3417395,0.0000110834,0.000008367291,0.00001864746,0.01365762,0.0001168062,0.004717049,0.004427048,0.6340785,0.0004808384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099525,0.00009417917,0.000003147758,0.003722393,0.00007275879,0.0003994677,0.00001261043,0.00004855451,0.0856944],"genre_scores_gemma":[0.9915635,0.0004544026,0.0001790671,0.0005855658,0.0002015707,0.00002506531,0.000002502722,0.00001393729,0.006974374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6336378,"threshold_uncertainty_score":0.9997727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236941659267121,"score_gpt":0.3461340920121768,"score_spread":0.3224399260854647,"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."}}