{"id":"W4400459290","doi":"10.1002/lob.10648","title":"2024 <scp>ASLO</scp> Business Meeting and Membership Highlights","year":2024,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business administration; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003562964,0.0003142044,0.0004575124,0.001025181,0.000457398,0.00189392,0.0008426374,0.0005475214,0.0002744829],"category_scores_gemma":[0.0034502,0.000223239,0.0001209367,0.002212326,0.0005754707,0.0005792296,0.000523798,0.0007975607,0.0002720266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008415176,"about_ca_system_score_gemma":0.000060709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003870969,"about_ca_topic_score_gemma":0.0000156979,"domain_scores_codex":[0.9966347,0.0003524058,0.0006535217,0.001125203,0.0006429228,0.0005912582],"domain_scores_gemma":[0.9952201,0.003771053,0.0001583754,0.0003930154,0.0002143336,0.0002431791],"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":[0.00002299066,0.00003667021,0.1086122,0.00008993447,0.0001487912,0.0002107133,0.002092118,0.000007106919,0.00006931332,0.03821209,0.8388579,0.01164025],"study_design_scores_gemma":[0.0002517854,0.00004522534,0.03018638,0.000139557,0.00005405616,0.0001949078,0.001783987,0.0001397543,0.0001541109,0.02800003,0.9388992,0.0001510453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8665511,0.03201181,0.0002520668,0.04157066,0.002687447,0.0002122033,0.00002585663,0.0003386025,0.05635022],"genre_scores_gemma":[0.9825158,0.001795585,0.000548284,0.001557045,0.0004375814,0.00001249922,0.00000857892,0.00002873821,0.01309594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1159646,"threshold_uncertainty_score":0.9991422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296960054383819,"score_gpt":0.3056060569570912,"score_spread":0.272636456413253,"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."}}