{"id":"W6947683447","doi":"10.3897/phytokeys..23806.plate101","title":"Plate 101 from: Bahls L, Boynton B, Johnston B (2018) Atlas of diatoms (Bacillariophyta) from diverse habitats in remote regions of western Canada. PhytoKeys 105: 1-186. https://doi.org/10.3897/phytokeys.105.23806","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Medicinal Plant Pharmacodynamics Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitat; Algal mat; Algae; Diatom; Taxon","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001311242,0.0006837622,0.001087749,0.001002359,0.0006667198,0.0001000372,0.002456274,0.0008067801,0.2024436],"category_scores_gemma":[0.0007464023,0.0007386997,0.0001690373,0.001029294,0.001011174,0.0002021563,0.001823807,0.002243775,0.01702281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00068528,"about_ca_system_score_gemma":0.0001875649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08170142,"about_ca_topic_score_gemma":0.006385833,"domain_scores_codex":[0.9932832,0.002016842,0.00110679,0.001140741,0.001330116,0.00112235],"domain_scores_gemma":[0.9960904,0.0003884641,0.0009977159,0.001060122,0.0007348652,0.0007285097],"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":[0.001108142,0.0003801415,0.0005530007,0.0004836557,0.0007430981,0.000306465,0.0008536493,0.00008025058,0.0205276,0.00006676662,0.9670187,0.007878545],"study_design_scores_gemma":[0.002996824,0.0003284526,0.001483131,0.0006037417,0.0002132381,0.00001158817,0.000212254,0.001923953,0.004081191,0.00007102254,0.9874623,0.0006122485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1672668,0.001380913,0.0004411902,0.0008784188,0.00192362,0.002610083,0.009729193,0.0006007138,0.8151691],"genre_scores_gemma":[0.3770774,0.007801997,0.0005198113,0.0007927847,0.00296208,0.000001299422,0.02549847,0.008962833,0.5763833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2387858,"threshold_uncertainty_score":0.9995064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09364546683615488,"score_gpt":0.3505328473885264,"score_spread":0.2568873805523715,"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."}}