{"id":"W7128641723","doi":"10.26108/a7j6-ky58","title":"Endophytic Fungi from Marine Macroalgae in Nova Scotia","year":2022,"lang":"en","type":"article","venue":"AcadiaU-DEV","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marine habitats; Plant use of endophytic fungi in defense; Marine fungi; Bay; Intertidal zone; Nova scotia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001426359,0.0003688484,0.0002609029,0.002050421,0.0008989846,0.0005737853,0.0001560492,0.0001692251,0.0006044454],"category_scores_gemma":[0.0001977927,0.0001947142,0.0001842026,0.001146473,0.0003358742,0.0001547725,0.0005438148,0.0002005457,0.0001836588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004264241,"about_ca_system_score_gemma":0.001030919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1342087,"about_ca_topic_score_gemma":0.318597,"domain_scores_codex":[0.9998629,0.000006482568,0.00002015244,0.00004317764,0.00003686366,0.00003038106],"domain_scores_gemma":[0.9997653,0.00001874376,0.00007353234,0.000009033283,0.00006482452,0.00006852386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003845419,0.00006500581,0.5987144,0.0003810041,0.00005876472,0.003399404,0.002161258,0.0001590647,0.3702315,0.00008015091,0.0002883257,0.0240766],"study_design_scores_gemma":[0.00000461629,0.00004751795,0.9944536,0.00003088734,0.00001553356,0.0005664153,0.0006840152,0.00003819817,0.003019662,0.000006789772,0.00112839,0.00000442006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950395,0.001127891,0.0002533363,0.00004118559,0.00001275413,0.00008116543,0.001538237,0.000006614936,0.001899155],"genre_scores_gemma":[0.9940884,0.001375631,0.0008758528,0.00008591974,0.000008390735,0.00003991187,0.001506773,0.000003678002,0.002015448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8657913,"threshold_uncertainty_score":0.2668551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484952060659313,"score_gpt":0.239438384070164,"score_spread":0.2245888634635708,"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."}}