{"id":"W66473978","doi":"10.1023/a:1024103623602","title":"Editorial. Mistakes/Errors during Experimentation","year":2003,"lang":"en","type":"article","venue":"Water Air and Soil Pollution Focus","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0001209401,0.0001227633,0.0001024225,0.00004992301,0.0002391691,0.00003150396,0.00004258068,0.00005507294,0.00009359398],"category_scores_gemma":[0.00002404568,0.00009404495,0.00003873622,0.00003597664,0.00005405744,0.0001595317,0.00001435966,0.0000816913,0.0000757318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003778664,"about_ca_system_score_gemma":0.000008001399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001492813,"about_ca_topic_score_gemma":0.00000311813,"domain_scores_codex":[0.9991865,0.00008230836,0.0001549927,0.0002157109,0.0001406644,0.0002198939],"domain_scores_gemma":[0.9997649,0.000009211301,0.0000344164,0.00009362564,0.00002926491,0.00006855035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007540183,0.0002443091,0.003028804,0.0001465179,0.00009965948,0.00008238143,0.02055648,0.00009721754,0.9601626,0.0021609,0.01098534,0.001681819],"study_design_scores_gemma":[0.00249439,0.0008059131,0.005982296,0.00005882682,0.00003055856,0.0001579272,0.003235889,0.00008067716,0.9285583,0.002600874,0.05540452,0.000589815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834884,0.00019143,0.00008280321,0.0001175263,0.005511808,0.00006656502,0.000005632227,0.0001232802,0.01041249],"genre_scores_gemma":[0.9944671,0.00000899512,0.00009025352,0.00002628761,0.004024121,0.00001252814,0.000004290844,0.00001538124,0.001351041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04441919,"threshold_uncertainty_score":0.3835042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05530102775264524,"score_gpt":0.327149802562884,"score_spread":0.2718487748102388,"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."}}