{"id":"W4237112382","doi":"10.1021/bk-2002-0807.pr001","title":"Preface","year":2002,"lang":"en","type":"other","venue":"ACS symposium series","topic":"Biochemical Analysis and Sensing Techniques","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Citation; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001101835,0.001264191,0.0009404872,0.003312158,0.002126657,0.004683425,0.001738799,0.001489465,0.8081647],"category_scores_gemma":[0.007446769,0.0005161901,0.0007809622,0.002799814,0.0005716651,0.003444585,0.002459102,0.002539084,0.7285048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480049,"about_ca_system_score_gemma":0.002036914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002823024,"about_ca_topic_score_gemma":0.003472845,"domain_scores_codex":[0.9989777,0.0001084119,0.00008062024,0.0001778463,0.0005524388,0.0001030947],"domain_scores_gemma":[0.9961637,0.0005878601,0.0001467495,0.00042004,0.002018592,0.0006630019],"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":[0.00001563864,0.00001327801,0.00005445768,0.00008384886,0.000001235513,0.00002839955,0.00003072566,0.00002944936,0.00007389734,0.001431091,0.9654444,0.03279348],"study_design_scores_gemma":[0.000002362033,0.00000750823,0.0001088226,0.00005027324,8.242501e-7,0.00003760881,0.00003594964,0.00001472192,0.00003497385,0.0006895491,0.9990146,0.000002762429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006904585,0.004845104,0.004159405,0.009732263,0.05615286,0.0006099088,0.01759981,0.003307614,0.9029025],"genre_scores_gemma":[0.001633023,0.002257697,0.00148687,0.002100338,0.005542515,0.0001765329,0.01003267,0.001123251,0.975647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1918353,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009796264373012372,"score_gpt":0.2257996016998249,"score_spread":0.2160033373268125,"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."}}