{"id":"W4382021447","doi":"10.1515/bot-2023-0015","title":"Recent progress in marine mycological research in different countries, and prospects for future developments worldwide","year":2023,"lang":"en","type":"article","venue":"Botanica Marina","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"Agence Nationale de la Recherche","keywords":"Marine fungi; Biology; Salt marsh; Marine habitats; Ecology; Coral reef; Mangrove; Marine invertebrates; Habitat; Biodiversity","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":[0.003963224,0.0005887782,0.0006606892,0.006353186,0.0006479096,0.00357282,0.0006709993,0.00107786,0.004807462],"category_scores_gemma":[0.003550899,0.0002640346,0.0006397869,0.01174164,0.001075386,0.002544065,0.001519717,0.001249967,0.001153012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308474,"about_ca_system_score_gemma":0.006490375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004006315,"about_ca_topic_score_gemma":0.002900583,"domain_scores_codex":[0.9986986,0.0002544923,0.0001855745,0.0003521226,0.0002472005,0.0002619652],"domain_scores_gemma":[0.9936753,0.001313912,0.00109529,0.0002299755,0.002022714,0.00166284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000249072,0.00008784697,0.02972244,0.008813496,0.0001049726,0.0005279655,0.001164433,0.0003267932,0.003306817,0.004276137,0.02081219,0.9306077],"study_design_scores_gemma":[0.00003427171,0.0003318585,0.1680768,0.00900653,0.0003048613,0.002968155,0.006457292,0.0003561762,0.002052538,0.002274761,0.8080431,0.00009362901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01560576,0.9606903,0.001003113,0.01106581,0.001527665,0.00002779763,0.0008020122,0.0001195885,0.009158],"genre_scores_gemma":[0.09681718,0.8885555,0.005552875,0.002897726,0.001924809,0.00004141776,0.00144794,0.00003517441,0.00272733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006353186,"threshold_uncertainty_score":0.02095973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305719158735156,"score_gpt":0.3068783854377175,"score_spread":0.2763064695642019,"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."}}