{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000222029,0.0001816406,0.0003394881,0.0001738125,0.00007352567,0.00001525231,0.0002090537,0.00008229292,0.01196525],"category_scores_gemma":[0.0001513357,0.0001589221,0.00008277677,0.0005902991,0.00004434101,0.0000634446,0.0003076511,0.0006497129,0.0004421809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724847,"about_ca_system_score_gemma":0.00009753561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00551321,"about_ca_topic_score_gemma":0.0005550334,"domain_scores_codex":[0.9985706,0.00006315584,0.0003004342,0.0004451102,0.0002517876,0.0003689214],"domain_scores_gemma":[0.999323,0.00008864467,0.00007060813,0.0003752274,0.00002889398,0.000113636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007218576,0.0004088251,0.08530822,0.00007921406,0.0001555291,0.0007070595,0.0003717456,0.000011392,0.7445449,0.0003220909,0.05376861,0.1136006],"study_design_scores_gemma":[0.004371224,0.0004785085,0.4238187,0.0001206344,0.0002417878,0.0002685326,0.0002232633,0.0001316807,0.27059,0.001223641,0.2977304,0.0008015886],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865621,0.002207487,9.655281e-7,0.004853922,0.00066732,0.0004140237,0.00008196667,0.00006122169,0.005150931],"genre_scores_gemma":[0.9928541,0.000105718,0.0005686656,0.002757725,0.0004843443,0.000002597673,0.0001610967,0.00003290279,0.003032815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4739548,"threshold_uncertainty_score":0.988938,"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."}}