{"id":"W2602327587","doi":"","title":"Green technology brings relief","year":2013,"lang":"en","type":"article","venue":"Stockfarm","topic":"Sustainable Development and Policies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Simple (philosophy); Production (economics); Operator (biology); Computer science; Course (navigation); Engineering; Operations management; Computer security; Economics; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004990959,0.00008294644,0.0000718979,0.00005611484,0.00009670372,0.00001800272,0.0002153868,0.00006236672,0.006194977],"category_scores_gemma":[0.00001735207,0.00007412455,0.00001886261,0.0002995872,0.0001381899,0.0001280857,0.0002324113,0.00008181715,0.007334086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008870244,"about_ca_system_score_gemma":0.000006876603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003916302,"about_ca_topic_score_gemma":0.0000698174,"domain_scores_codex":[0.9993324,0.000006110462,0.00009352455,0.0001529575,0.0001210214,0.0002940473],"domain_scores_gemma":[0.999737,0.00001025396,0.000027144,0.0001678438,0.000007363596,0.00005035266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007485107,0.00008661515,0.5641285,0.00001802991,0.0000242649,0.00002103606,0.002707734,0.00005249604,0.009416455,0.008671336,0.1938346,0.2210314],"study_design_scores_gemma":[0.0002057804,0.00005747294,0.2523265,0.000004801947,0.000004224292,0.00001441681,0.0007119296,0.00006794383,0.003213396,0.01885083,0.7242848,0.0002579544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8720318,0.00002974932,0.00002899925,0.003998954,0.0000569841,0.0001923914,3.523119e-7,0.0001242565,0.1235365],"genre_scores_gemma":[0.9426675,0.000007155149,0.00084617,0.0007393744,0.00003022031,0.00007283338,0.000001498986,0.00001149232,0.05562373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5304502,"threshold_uncertainty_score":0.9947135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003666573798358267,"score_gpt":0.1906675946376281,"score_spread":0.1870010208392698,"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."}}