{"id":"W2166346180","doi":"10.1139/f01-041","title":"Consequences of model specification for the determination of gut evacuation rates: redefining the linear model","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exponential function; Computer science; Linear model; Biological system; Constant (computer programming); Mathematics; Statistics; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009091486,0.00004670612,0.0001184504,0.0001011686,0.0002562554,0.00002826032,0.0001039976,0.00002630693,0.00001274374],"category_scores_gemma":[0.0004212904,0.00002421687,0.00004251195,0.0001686435,0.0007689866,0.0001495726,0.000002558067,0.00004877306,1.254208e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001831747,"about_ca_system_score_gemma":0.001008336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002245085,"about_ca_topic_score_gemma":0.000711796,"domain_scores_codex":[0.9993286,0.00002442204,0.0003264663,0.0000577584,0.0001793691,0.00008339863],"domain_scores_gemma":[0.9991124,0.0002166012,0.0003328511,0.00006471363,0.000210717,0.00006268676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009031338,0.0001559694,0.1126978,0.0005273476,0.0002666565,0.0000281035,0.07508055,0.1705754,0.1182737,0.03065534,0.007501491,0.4833345],"study_design_scores_gemma":[0.0002438385,0.0001900945,0.001037731,0.00009781886,0.00005476748,0.00003499101,0.004462488,0.9893808,0.002244621,0.001843559,0.0003714524,0.00003785131],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379299,0.0008864419,0.04805323,0.01178321,0.000117133,0.0002282343,0.000005042087,0.000001388935,0.0009954541],"genre_scores_gemma":[0.9951852,0.0001649529,0.004222557,0.0002445957,0.0000417804,0.000002244678,6.588647e-7,0.000002319763,0.0001357067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8188055,"threshold_uncertainty_score":0.2833363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097426551170437,"score_gpt":0.3128368571289579,"score_spread":0.2030942020119142,"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."}}