{"id":"W4213338552","doi":"10.15273/dmj.vol39no1.3801","title":"Editor's Message","year":2012,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Message broker; Computer network","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002409995,0.0001166644,0.0003131002,0.00013976,0.0002465813,0.0000950364,0.0003535874,0.0001108585,0.05786328],"category_scores_gemma":[0.0004794693,0.0001093737,0.0001393942,0.0001129676,0.000149994,0.0004137749,0.0001347943,0.0003574631,0.02712789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006821231,"about_ca_system_score_gemma":0.00003183858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001371111,"about_ca_topic_score_gemma":0.000001193093,"domain_scores_codex":[0.9985775,0.00001521698,0.0005396727,0.0001810469,0.0001296349,0.0005569358],"domain_scores_gemma":[0.9989261,0.00005235408,0.0002354329,0.000166344,0.00002153823,0.0005982033],"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":[0.000004328138,0.00009212923,0.02332352,0.000004223411,0.00006388289,0.00001276081,0.0007219854,0.000001113612,6.848187e-7,0.0207302,0.9529963,0.002048865],"study_design_scores_gemma":[0.0003962102,0.00001286246,0.005390211,0.00001041263,0.000005195294,0.0000893193,0.0002788941,0.00007128831,0.000004103532,0.001704366,0.9918892,0.0001479849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.024118,0.006539172,0.002777448,0.002400153,0.1098954,0.00008624124,0.0001092203,0.00006860579,0.8540058],"genre_scores_gemma":[0.7804359,0.001937679,0.001011656,0.003447921,0.0629432,0.00001210459,0.000009460551,0.00005703118,0.1501451],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7563179,"threshold_uncertainty_score":0.9736296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652323043013711,"score_gpt":0.2274682512783487,"score_spread":0.2009450208482116,"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."}}