{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005273932,0.0006798098,0.0007067342,0.0007715953,0.001957417,0.006021041,0.001536274,0.002826821,0.005478968],"category_scores_gemma":[0.01095867,0.0004531202,0.0009827497,0.0002535264,0.0227409,0.01046031,0.004676686,0.008224056,0.001143019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002877747,"about_ca_system_score_gemma":0.001692469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155441,"about_ca_topic_score_gemma":0.0007734203,"domain_scores_codex":[0.996815,0.001224967,0.0001534532,0.0006240496,0.001033753,0.0001488787],"domain_scores_gemma":[0.9938017,0.002871686,0.0005697114,0.002031074,0.0004545464,0.0002713519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004347643,0.000003598333,0.00005802809,0.00002060784,0.000005137937,0.00002073691,0.0001319024,0.0007107804,0.0001437008,0.9971297,0.0008594421,0.0009120262],"study_design_scores_gemma":[0.000003342121,0.000005539949,0.00005322636,0.00001664377,0.0000027425,0.00003131697,0.00004739629,0.001366063,0.0001277868,0.9909054,0.00743404,0.000006385826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03601401,0.005957933,0.5248592,0.1551191,0.003132971,0.0001290253,0.0003077769,0.0004128746,0.2740671],"genre_scores_gemma":[0.8817987,0.004283817,0.07472567,0.008739202,0.002467038,0.0003704207,0.0002556801,0.0002098285,0.02714958],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9980426,"threshold_uncertainty_score":0.02789158,"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."}}