{"id":"W4317532309","doi":"10.1002/lob.10543","title":"New Webinar Series: Voices in Mental Health and <scp>Well‐Being</scp> in Aquatic Sciences","year":2023,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; Université du Québec à Montréal","funders":"","keywords":"Library science; Computer science","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":[0.007242436,0.001149106,0.0009256561,0.00208687,0.002101694,0.005161094,0.00188757,0.004193605,0.2295928],"category_scores_gemma":[0.01061703,0.0005597296,0.0006904023,0.002073652,0.0007482008,0.00611248,0.006401661,0.004478146,0.06327998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233469,"about_ca_system_score_gemma":0.004632336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003835724,"about_ca_topic_score_gemma":0.01525149,"domain_scores_codex":[0.9985405,0.0004135516,0.0001230955,0.0001320733,0.0005006696,0.0002901317],"domain_scores_gemma":[0.978065,0.006303655,0.0007894965,0.0007713962,0.004817974,0.009252522],"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":[0.00001957622,0.0000301192,0.0001928039,0.00007783397,0.000001506142,0.00002698691,0.00006010666,0.00001409584,0.00005948986,0.0001613754,0.9828953,0.0164608],"study_design_scores_gemma":[0.00002721564,0.0000580819,0.003306778,0.0003205837,0.000006307037,0.00009809732,0.0006583739,0.00008460011,0.0001698019,0.0008056044,0.9944517,0.00001276723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.006748126,0.03112805,0.003351887,0.3470778,0.3146867,0.0008031079,0.02072487,0.002775407,0.272704],"genre_scores_gemma":[0.02327656,0.02068364,0.003270909,0.05366136,0.1244793,0.001067549,0.01778205,0.001912057,0.7538666],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2295928,"threshold_uncertainty_score":0.7680646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006135995766768064,"score_gpt":0.2109769019101056,"score_spread":0.2048409061433375,"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."}}