{"id":"W2320522806","doi":"10.5840/envirophil2008528","title":"Judas Work","year":2008,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"","field":"","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Applied philosophy; General interest; Contemporary philosophy; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006317129,0.0002369179,0.0001745802,0.00007909113,0.0002442251,0.000007612423,0.0002432229,0.00007236091,0.00240537],"category_scores_gemma":[0.00000585965,0.000246009,0.0001256859,0.0001675425,0.0004654459,0.0002094816,0.0001396884,0.0001988459,0.09326021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046177,"about_ca_system_score_gemma":0.000005825376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002397898,"about_ca_topic_score_gemma":8.481292e-8,"domain_scores_codex":[0.9985564,0.000048322,0.0002068486,0.0003882422,0.0004574388,0.0003427563],"domain_scores_gemma":[0.999247,0.00002233122,0.00007118653,0.0004774666,0.000001035034,0.0001809863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007400468,0.004023635,0.7593935,0.00002014741,0.0003567726,0.001620862,0.002922358,0.000564426,0.1243079,0.006264,0.09699968,0.002786759],"study_design_scores_gemma":[0.002945265,0.0002967184,0.8131346,0.0000382299,0.0000582748,0.0003829219,0.00005277944,0.00002262397,0.01482738,0.02624577,0.1404556,0.001539869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9182139,0.0003726793,0.00000950764,0.000332667,0.0001500108,0.0002048444,0.00006012269,0.0002113552,0.08044489],"genre_scores_gemma":[0.9972787,0.00003409756,0.0004803152,0.0004809331,0.0004702819,0.00002403781,0.00006722555,0.0001173445,0.001047004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1094805,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491293594048476,"score_gpt":0.1935551878407096,"score_spread":0.1686422519002248,"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."}}