{"id":"W4361216613","doi":"10.3167/proj.2023.170101","title":"From the Editor","year":2023,"lang":"en","type":"article","venue":"Projections","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitat Politècnica de València; University of Illinois at Chicago; Sorbonne Université; Universität Greifswald; Freie Universität Berlin; College of Engineering, Michigan State University; Uppsala Universitet; Universität Bremen; Universidade de Lisboa; Universitat de València; Macquarie University; Aarhus Universitet; University of St Andrews; James Madison University; University of Oxford; Arts University Bournemouth; Oxford Brookes University; Copenhagen Business School; Università degli Studi di Messina; Universiteit van Amsterdam; Georgia State University; Birkbeck, University of London; University College London; Franklin and Marshall College; Case Western Reserve University; University of Illinois at Urbana-Champaign; Syddansk Universitet; Michigan State University; Rijksuniversiteit Groningen; Universitat de Barcelona; University of Surrey; Ohio State University; University of Wisconsin-Madison; Montana State University; Università degli Studi di Parma; University of Connecticut; Washington University in St. Louis; De Montfort University; University of Wisconsin-Milwaukee","keywords":"Library science; Outreach; Associate editor; Political science; Institution; Media studies; Sociology; Public relations; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.002102396,0.001453586,0.001113525,0.001780001,0.001803771,0.007192752,0.002268601,0.004169662,0.2324049],"category_scores_gemma":[0.02256593,0.0005154032,0.0007477778,0.001184763,0.0008775155,0.005180824,0.002566607,0.00639067,0.1862284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441344,"about_ca_system_score_gemma":0.002878317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008448863,"about_ca_topic_score_gemma":0.00201729,"domain_scores_codex":[0.9974242,0.0003405433,0.0002814524,0.0004099302,0.001336441,0.0002074457],"domain_scores_gemma":[0.9864318,0.00169261,0.000645482,0.0007279527,0.008029657,0.002472536],"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":[0.000007700073,0.000005012101,0.00002746642,0.00006597843,0.000001654254,0.00004787831,0.00001310381,0.000007904793,0.00003813317,0.0003611977,0.9827797,0.01664426],"study_design_scores_gemma":[0.000002682971,0.000005613485,0.00005295064,0.00009175998,0.000001970344,0.0001711032,0.00002542587,0.00001048758,0.00003448151,0.0002777374,0.9993222,0.000003701727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000186711,0.01177966,0.000710249,0.07540406,0.8627812,0.00005587409,0.0004254272,0.0004692284,0.04818763],"genre_scores_gemma":[0.002960533,0.01997111,0.001016541,0.107796,0.5040027,0.0001043053,0.0007675301,0.0005730365,0.3628082],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2324049,"threshold_uncertainty_score":0.7774717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062861294727223,"score_gpt":0.2890056256745588,"score_spread":0.2783770127272865,"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."}}