{"id":"W4385354381","doi":"10.1016/b978-0-443-15461-4.00017-5","title":"Final words","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Enzyme function and inhibition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Linguistics; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003435398,0.001056369,0.0006701413,0.001805805,0.001568825,0.003994651,0.00093006,0.001779254,0.7936893],"category_scores_gemma":[0.0009034377,0.000352403,0.0004897007,0.001245967,0.0005202732,0.002137978,0.001794839,0.00149441,0.7550237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170401,"about_ca_system_score_gemma":0.0009625495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00236415,"about_ca_topic_score_gemma":0.005317025,"domain_scores_codex":[0.9996313,0.00002638226,0.00001738467,0.00008663636,0.0001930984,0.00004519673],"domain_scores_gemma":[0.9996131,0.00004433446,0.00001582479,0.0000567174,0.0001611853,0.0001087697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004549228,0.00002797269,0.0001052944,0.0001305648,0.000002946661,0.0001037266,0.00005501989,0.0001052627,0.0006987851,0.0145733,0.8049114,0.1792403],"study_design_scores_gemma":[0.000003160602,0.00000619115,0.00009878152,0.00003629733,9.045875e-7,0.00004331864,0.00002568998,0.00002248797,0.0001311077,0.001525,0.998105,0.00000201384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002865439,0.0008304723,0.000461068,0.0008342917,0.001952954,0.00004857397,0.0006332077,0.0002603827,0.9946925],"genre_scores_gemma":[0.000398409,0.0002096633,0.0001095832,0.00011049,0.0001133733,0.000008346563,0.0001977479,0.00005035581,0.9988021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7936893,"threshold_uncertainty_score":0.2942771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255259135653385,"score_gpt":0.2433955455284823,"score_spread":0.2208429541719485,"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."}}