{"id":"W4283662251","doi":"10.1656/045.029.0212","title":"Endophytic Fungi from Marine Macroalgae in Nova Scotia","year":2022,"lang":"en","type":"article","venue":"Northeastern Naturalist","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; University of British Columbia","funders":"","keywords":"Biology; Nova scotia; Marine fungi; Bay; Marine habitats; Intertidal zone; Plant use of endophytic fungi in defense; Algae; Ecology; Habitat; Botany; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007386207,0.0001617035,0.0001510209,0.00005613464,0.00007004586,0.00002406629,0.0002731182,0.00005545585,0.0007264036],"category_scores_gemma":[0.00002386464,0.0001626067,0.00008754298,0.0001585823,0.00002976368,0.000003995451,0.0004037777,0.000190155,0.00006720948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002739314,"about_ca_system_score_gemma":0.00005130974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920819,"about_ca_topic_score_gemma":0.006561437,"domain_scores_codex":[0.9988807,0.0000796129,0.0001924088,0.0003991954,0.0001876084,0.0002605036],"domain_scores_gemma":[0.999496,0.00001423311,0.00006045357,0.0003262488,0.00002253235,0.00008053603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004166857,0.0001370515,0.5489956,0.00001034813,0.00004075917,0.0001815804,0.00002124683,0.0001449431,0.4446786,0.00002529385,0.0008291843,0.004518769],"study_design_scores_gemma":[0.002034166,0.0002001423,0.9489304,0.00001823509,0.00004719752,0.0001279362,0.0001181148,0.0004663867,0.007805388,0.0001141984,0.03948337,0.0006543982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929849,0.002132244,0.000007467748,0.0000765068,0.0004432957,0.0001515878,0.002377196,0.00001328151,0.001813541],"genre_scores_gemma":[0.994554,0.0000345925,0.00008540609,0.0005482472,0.0001898219,0.00001401869,0.003544286,0.00002220057,0.001007418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4368732,"threshold_uncertainty_score":0.795361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008953196291895376,"score_gpt":0.2211186622592522,"score_spread":0.2121654659673568,"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."}}