{"id":"W1943096471","doi":"10.1155/2010/493694","title":"A New Publishing Model for <i>The Canadian Journal of Infectious Diseases &amp; Medical Microbiology</i>","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical microbiology; Publishing; Medicine; Infectious disease (medical specialty); Microbiology; Library science; Data science; Virology; Computer science; Biology; Political science; Internal medicine; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.04512434,0.001475496,0.001650954,0.007754411,0.01905514,0.0758248,0.008347746,0.01750496,0.05069365],"category_scores_gemma":[0.08703465,0.001480801,0.002313385,0.009680939,0.02606473,0.04189017,0.01311778,0.02091029,0.03808831],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04017726,"about_ca_system_score_gemma":0.1204617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1006525,"about_ca_topic_score_gemma":0.1440204,"domain_scores_codex":[0.9266741,0.01374685,0.005722586,0.00538116,0.0427774,0.005697985],"domain_scores_gemma":[0.7531397,0.0276918,0.008314426,0.01900781,0.1148234,0.07702292],"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":[0.00002954297,0.00003861451,0.0002982437,0.0003253012,0.00001869945,0.0001676695,0.00132389,0.00008969507,0.0002866495,0.1353875,0.8311127,0.03092162],"study_design_scores_gemma":[0.00001074809,0.00001566776,0.0001722162,0.000228416,0.000009447918,0.0001759114,0.000585772,0.0001157745,0.00007078455,0.009798705,0.9887743,0.00004224402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0008391019,0.01255182,0.01013651,0.7486267,0.0965467,0.0002312129,0.0004314145,0.001658837,0.1289777],"genre_scores_gemma":[0.04066958,0.04694791,0.06489441,0.3795298,0.1191828,0.0008223847,0.002130968,0.0037898,0.3420323],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9598227,"threshold_uncertainty_score":0.2915078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02847823595861901,"score_gpt":0.3200626414979133,"score_spread":0.2915844055392943,"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."}}