{"id":"W4210343854","doi":"10.1300/j186v02n02_11","title":"REVIEWS","year":2002,"lang":"en","type":"article","venue":"Journal of Hospital Librarianship","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Publishing; Medicine; History; Management; Art; Art history; Political science; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005300863,0.0001036553,0.0002484247,0.00009845522,0.0001364581,0.0005406282,0.0003681561,0.00005528446,0.005245489],"category_scores_gemma":[0.000386819,0.00007458747,0.000185574,0.00004330564,0.00008015136,0.002364693,0.00002499869,0.0005142404,0.0001987915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001226186,"about_ca_system_score_gemma":0.00001287628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000343791,"about_ca_topic_score_gemma":7.340527e-7,"domain_scores_codex":[0.9989237,0.00007553685,0.0005389855,0.00007664238,0.0002073851,0.0001777368],"domain_scores_gemma":[0.9991684,0.00009705588,0.000441267,0.0001038314,0.00007495196,0.0001144843],"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":[0.000004002059,0.00006924265,0.001046745,0.00002499607,0.00001641309,0.00002595742,0.01609946,4.170595e-7,0.000002856723,0.1332338,0.8389374,0.01053874],"study_design_scores_gemma":[0.0001872244,0.0002444007,0.0001703826,0.000132644,0.00001858314,0.00001936422,0.001340512,0.00001377841,0.000008299159,0.004489657,0.9932618,0.0001133441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06037026,0.02879074,0.00006010281,0.02622521,0.005073228,0.00014778,0.00001205723,0.00006815099,0.8792525],"genre_scores_gemma":[0.9671577,0.0007152331,0.0004435885,0.001374495,0.01002162,0.000001483427,0.000001360036,0.0000236024,0.02026089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9067875,"threshold_uncertainty_score":0.9956638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0698052080242172,"score_gpt":0.2121147096231722,"score_spread":0.142309501598955,"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."}}