{"id":"W14070395","doi":"","title":"Colin William (Bill) Fraser, AHIP, FMLA, 1925–2005.","year":2006,"lang":"en","type":"article","venue":"Journal of the Medical Library Association JMLA","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Medical library; Kindness; Outreach; Service (business); Management; Sociology; History; Law; Political science; Business","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":[0.005930026,0.0001056957,0.0002852836,0.0001463245,0.0008022447,0.00004559668,0.0007563283,0.0003575494,0.005377656],"category_scores_gemma":[0.00608767,0.00005660528,0.0001642208,0.0006079443,0.00007742977,0.0008402221,0.0001400889,0.001751989,0.0002657441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005143908,"about_ca_system_score_gemma":0.005210033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001103082,"about_ca_topic_score_gemma":0.00009226578,"domain_scores_codex":[0.9936718,0.001789311,0.001204371,0.0001300907,0.002482511,0.0007219232],"domain_scores_gemma":[0.9951915,0.00234222,0.001357754,0.0001914376,0.0002196089,0.0006974618],"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":[0.00002686964,0.0000986828,0.2614645,0.000027402,0.00001101948,0.00000446257,0.0001461507,0.000007623059,0.000008255204,0.0002911816,0.7370637,0.0008501045],"study_design_scores_gemma":[0.0007492878,0.000052206,0.2238638,0.000212811,0.00000912124,0.000002923663,0.0003341071,0.0001766487,0.00003662697,0.005293019,0.7692057,0.00006377642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5082934,0.0006741514,0.0001394899,0.4509055,0.01274152,0.0006713439,0.00003828596,0.00006183194,0.02647449],"genre_scores_gemma":[0.8110718,0.001053334,0.001057844,0.02765392,0.01996198,0.00004479973,0.00003725905,0.00004855994,0.1390705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4232516,"threshold_uncertainty_score":0.9955316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876016436974802,"score_gpt":0.3795302172015432,"score_spread":0.3507700528317951,"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."}}