{"id":"W6996089272","doi":"","title":"Realism about the complexity of physical systems without realist commitments to their scientific representations:
\\nHow to get the advantages of theft without honest toil
\\n
\\n","year":2014,"lang":"en","type":"preprint","venue":"PhilSci-Archive (University of Pittsburgh)","topic":"Neutrophil, Myeloperoxidase and Oxidative Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Impossibility; Feature (linguistics); Physical system; Realism; Element (criminal law); Physical science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001390822,0.0006969756,0.001689334,0.0005694942,0.001196122,0.0000752644,0.003163615,0.0002754556,0.00006853183],"category_scores_gemma":[0.000150501,0.0005060928,0.0006000421,0.0005489931,0.004868478,0.00016286,0.003150687,0.001015458,0.00005749957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009216649,"about_ca_system_score_gemma":0.000240589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01467513,"about_ca_topic_score_gemma":0.003412487,"domain_scores_codex":[0.9949403,0.00201616,0.0007017181,0.001259223,0.0004068209,0.0006758209],"domain_scores_gemma":[0.9942939,0.0007824231,0.001361005,0.002716141,0.0006895996,0.0001569249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002695901,0.001661038,0.004382242,0.001093175,0.00322191,0.00002205755,0.09848421,0.005506302,0.7697082,0.09381244,0.01655916,0.002853354],"study_design_scores_gemma":[0.004849802,0.001824206,0.2157851,0.003013592,0.001577065,0.00007352039,0.03152445,0.0007341438,0.02038395,0.6854763,0.03265752,0.002100374],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7679663,0.0006569335,0.2128299,0.005973896,0.00191045,0.004734391,0.005300102,0.0001351822,0.0004928863],"genre_scores_gemma":[0.9984732,0.0001155295,0.00008453454,0.0001542835,0.0001254416,0.00002860888,0.0007757511,0.00005452149,0.0001881794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7493243,"threshold_uncertainty_score":0.9997391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427906459174876,"score_gpt":0.2727455397660986,"score_spread":0.229954893848611,"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."}}