{"id":"W4376123867","doi":"10.3897/phytokeys.226.103500","title":"Morphology, taxonomy, biogeography and ecology of Micrasterias foliacea Bailey ex Ralfs (Desmidiales, Zygnematophyceae)","year":2023,"lang":"en","type":"article","venue":"PhytoKeys","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"North-West University; University of Toronto; Consejo Nacional de Investigaciones Científicas y Técnicas","keywords":"Taxonomy (biology); Biology; Taxon; Intraspecific competition; Ecology; Biogeography; Morphology (biology); Zoology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006227012,0.0001818504,0.0004044087,0.0003401666,0.0001017769,0.00005538278,0.0003268388,0.0001170431,0.00109502],"category_scores_gemma":[0.00005635664,0.0001654704,0.00009897548,0.0005325825,0.0004974292,0.0001543723,0.0003763608,0.0001027777,0.0009673198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001243796,"about_ca_system_score_gemma":0.00006838261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002271478,"about_ca_topic_score_gemma":0.00003657751,"domain_scores_codex":[0.9983039,0.000154373,0.0003379792,0.0004207029,0.0001968011,0.0005862369],"domain_scores_gemma":[0.9990991,0.0001956395,0.0001305021,0.0003455462,0.00007513144,0.0001540369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000672126,0.00011719,0.1197411,0.0002078068,0.0000365493,0.000069261,0.0001103529,0.000009615156,0.8633133,0.001514597,0.01330034,0.001512689],"study_design_scores_gemma":[0.00238259,0.0006114007,0.3717537,0.0001102392,0.00006224342,0.00007274423,0.0005147532,0.0002922702,0.5850733,0.00587894,0.03244925,0.0007986414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958219,0.0004894157,0.00002348454,0.0002896573,0.0005163228,0.0003602488,0.0001321572,0.0001100133,0.002256823],"genre_scores_gemma":[0.9983544,0.0003864205,0.0006572034,0.00008797062,0.0001195625,0.0000949015,0.00002523754,0.00002321392,0.0002510824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.27824,"threshold_uncertainty_score":0.9998181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03511716789430189,"score_gpt":0.2712249453430491,"score_spread":0.2361077774487473,"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."}}