{"id":"W3129997768","doi":"10.1002/lob.10423","title":"<scp>MESSAGE FROM THE EXECUTIVE DIRECTOR</scp>","year":2021,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internship; Outreach; Variety (cybernetics); Science communication; Social media; Public relations; Executive director; Program director; Political science; Library science; Sociology; Media studies; Science education; Medical education; Management; Pedagogy; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000113049,0.0001394153,0.0001340966,0.00001941117,0.0002295609,0.00003522628,0.0001824432,0.00007128937,0.001673839],"category_scores_gemma":[0.00006334738,0.000100762,0.00008165992,0.0002302897,0.0003915307,0.00002798336,0.001811323,0.0001726411,0.00021148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007507717,"about_ca_system_score_gemma":0.000003055782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002443647,"about_ca_topic_score_gemma":0.0002237858,"domain_scores_codex":[0.9990014,0.0001139249,0.0001227532,0.0003727516,0.0001179684,0.0002711406],"domain_scores_gemma":[0.9993241,0.0003040829,0.00004429421,0.0002591618,0.000006358823,0.00006195367],"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":[0.00001321514,0.0001533763,0.465607,0.000006028618,0.000130799,0.0001465796,0.000940112,0.000008469677,0.0004458755,0.002213517,0.5004717,0.02986328],"study_design_scores_gemma":[0.0001906585,0.00002867994,0.2902845,0.000004890619,0.00002801251,0.000006108387,0.0006741219,0.000004494178,0.0004350988,0.003844915,0.7044528,0.00004575908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7462215,0.001585916,0.0001539541,0.008091863,0.0002654601,0.000152658,0.00003342591,0.00008432323,0.2434109],"genre_scores_gemma":[0.9778926,0.001103289,0.0004832202,0.004649177,0.00007943451,0.00001963354,0.00003726855,0.00001355921,0.01572182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2316711,"threshold_uncertainty_score":0.9992388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005080882866928127,"score_gpt":0.1766877335381397,"score_spread":0.1716068506712116,"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."}}