{"id":"W6928964706","doi":"10.3897/phytokeys..23806.plate34","title":"Plate 34 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":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitat; Atlas (anatomy); Taxonomy (biology); Algal mat","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001677357,0.001024434,0.0005696347,0.004649501,0.001655627,0.001677089,0.001080856,0.000479191,0.4519371],"category_scores_gemma":[0.0006054761,0.0003753244,0.0004607337,0.006616242,0.0008752567,0.0008717107,0.001313764,0.0009491827,0.2981763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772723,"about_ca_system_score_gemma":0.004125248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2859637,"about_ca_topic_score_gemma":0.6192394,"domain_scores_codex":[0.9996732,0.000007677309,0.000014854,0.00005742337,0.0001970187,0.00004978648],"domain_scores_gemma":[0.9994654,0.00003741159,0.00004554022,0.00005762195,0.0002701996,0.0001238013],"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":[0.00005755118,0.00001195999,0.0008426075,0.0005900867,0.000006499167,0.0001085586,0.0002897497,0.0001256425,0.001383746,0.001862855,0.8776581,0.1170626],"study_design_scores_gemma":[0.000002730605,0.000003824803,0.005665431,0.00009952772,0.000002563884,0.00006018851,0.00007242777,0.00001660679,0.0002415049,0.0001784188,0.9936517,0.000004998641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002608413,0.003389251,0.001511635,0.0006879701,0.001077817,0.0002289113,0.1597196,0.002408433,0.8283679],"genre_scores_gemma":[0.01207259,0.003005692,0.003497538,0.0001922757,0.0002972696,0.0001076877,0.113507,0.001539934,0.8657801],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7140363,"threshold_uncertainty_score":0.7817452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04912242547342292,"score_gpt":0.2163009436616678,"score_spread":0.1671785181882449,"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."}}