{"id":"W2302259106","doi":"10.1063/1.4940024","title":"Inaugural Editorial: Strengths of a Fluids Publishing Gem","year":2016,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Physics; Publishing; Library science; Engineering physics; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01034271,0.00219555,0.002244135,0.003953409,0.006734567,0.01931352,0.002590235,0.01500821,0.0198533],"category_scores_gemma":[0.07064658,0.0009061914,0.001666445,0.001437827,0.003700768,0.005953422,0.002797085,0.01884239,0.01466908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003344334,"about_ca_system_score_gemma":0.005778647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794937,"about_ca_topic_score_gemma":0.005095792,"domain_scores_codex":[0.9889497,0.001958444,0.001177878,0.001164395,0.005870163,0.0008794431],"domain_scores_gemma":[0.9519908,0.01243134,0.002472371,0.001736436,0.02521803,0.006150959],"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":[0.00003092631,0.000008543967,0.0000255362,0.00008702397,0.000007367341,0.00005875614,0.00002879322,0.00001302177,0.0000674055,0.001065765,0.995811,0.002795943],"study_design_scores_gemma":[0.00001871241,0.00002182339,0.0001662217,0.0002667647,0.00002001727,0.0001093658,0.0000990899,0.0001108143,0.0001340936,0.001517824,0.9975164,0.00001896779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003808695,0.001233408,0.0001200212,0.03352192,0.9637284,0.000006165998,0.00002074511,0.00003490352,0.001296446],"genre_scores_gemma":[0.001450941,0.001294173,0.0002298778,0.02488535,0.954228,0.00002160082,0.00002604344,0.000137653,0.01772636],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0198533,"threshold_uncertainty_score":0.06641591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06963679489187352,"score_gpt":0.2840152049233328,"score_spread":0.2143784100314593,"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."}}