{"id":"W3191552862","doi":"10.1017/cjn.2021.172","title":"Presenter: Werner Paulus, University Hospital Muenster, Muenster. Publishing A High-quality, Non-commercial Neuropathology Journal Without a Publisher: The First Nine Months","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; SickKids Foundation; Hospital for Sick Children; Université Laval; Hôpital de l'Enfant-Jésus","funders":"","keywords":"Publishing; Neuropathology; Library science; Promotion (chess); Quality (philosophy); Sociology; Management; Public relations; World Wide Web; Political science; Medicine; Computer science; Law; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002497416,0.001961555,0.001790359,0.00186799,0.001006897,0.004368143,0.001774715,0.003250489,0.4475659],"category_scores_gemma":[0.01193613,0.0005838862,0.0006676596,0.0007105542,0.001207568,0.004648469,0.002799874,0.003832242,0.322327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009923583,"about_ca_system_score_gemma":0.001660645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005009383,"about_ca_topic_score_gemma":0.0006085142,"domain_scores_codex":[0.9978417,0.0002954883,0.0002138534,0.0008121269,0.0005505402,0.0002862944],"domain_scores_gemma":[0.9937676,0.001074479,0.0006284467,0.000334456,0.0009681364,0.003226921],"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":[0.0004541821,0.0001396307,0.002404054,0.0008229031,0.00004517145,0.006941266,0.0004222773,0.0001658283,0.001623597,0.001402773,0.7253489,0.2602292],"study_design_scores_gemma":[0.0001543005,0.0004775613,0.004191374,0.001384228,0.0000599887,0.03329573,0.0007957617,0.0007870022,0.002493121,0.002237183,0.9540203,0.000103474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02505064,0.09774086,0.02088429,0.2534585,0.2187317,0.001915226,0.004473315,0.01143034,0.3663151],"genre_scores_gemma":[0.07765398,0.06312364,0.009894934,0.03992649,0.05187606,0.0009009945,0.001733586,0.004347964,0.7505422],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9956319,"threshold_uncertainty_score":0.7879803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978190947484924,"score_gpt":0.2340187260671467,"score_spread":0.2142368165922975,"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."}}