{"id":"W4412698341","doi":"10.5840/envirophil202577149","title":"Losing Trace in advance","year":2025,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TRACE (psycholinguistics); General interest; Philosophy; Contemporary philosophy; Epistemology; Linguistics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001528071,0.0001026816,0.0002103324,0.0001695076,0.0000742365,0.00002220093,0.0001466536,0.00003783139,0.002003163],"category_scores_gemma":[0.00001017127,0.000132167,0.00006217157,0.0001111911,0.0001166251,0.0001998607,0.00009654929,0.0000843563,0.007266476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804991,"about_ca_system_score_gemma":0.000002336553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001263814,"about_ca_topic_score_gemma":0.000001499875,"domain_scores_codex":[0.9991074,0.000004417171,0.0003067185,0.0003759006,0.00001674503,0.000188834],"domain_scores_gemma":[0.9996819,0.00001625963,0.00007674595,0.0001978331,5.086544e-7,0.00002671598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000474575,0.0005473087,0.1955505,0.00004442069,0.00009415783,0.00001715226,0.0009523695,0.0007534926,0.0001673254,0.7766952,0.02080868,0.004321951],"study_design_scores_gemma":[0.001536174,0.00002964312,0.1040697,0.00005241991,0.000005498172,0.000001165451,0.0004657684,0.0006041519,0.0002252328,0.3282296,0.5643129,0.0004677301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09486675,0.004535805,0.0001198422,0.0008297131,0.0011282,0.0001402771,0.0001489528,0.00001916069,0.8982113],"genre_scores_gemma":[0.9630762,0.0002246941,0.0002239673,0.0003823671,0.00003775246,0.00001177903,0.000003587336,0.00000707285,0.03603263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8682094,"threshold_uncertainty_score":0.9989091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818048323156303,"score_gpt":0.1920308442216609,"score_spread":0.1738503609900978,"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."}}