{"id":"W4405039728","doi":"10.11646/phytotaxa.676.1.2","title":"Insights into Nitzschia amphibia Grunow (Bacillariophyta, Bacillariaceae): Lectotypification and a comparative study with N. amphibioides Hustedt and N. semirobusta Lange-Bertalot","year":2024,"lang":"en","type":"article","venue":"Phytotaxa","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Biology; Taxonomy (biology); Zoology; Botany; Striation; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857085,0.0004593265,0.0003144272,0.002954819,0.000949654,0.0005687293,0.0005442034,0.0003787608,0.002590878],"category_scores_gemma":[0.0002602162,0.0001641024,0.0001908763,0.001665496,0.0008732803,0.0008222528,0.0006582817,0.0004144351,0.000667276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007228977,"about_ca_system_score_gemma":0.000338455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357175,"about_ca_topic_score_gemma":0.0366684,"domain_scores_codex":[0.9998384,0.00003149964,0.00001749827,0.00004726478,0.00002574044,0.00003953416],"domain_scores_gemma":[0.9998573,0.00002374454,0.00005588524,0.0000088172,0.00002916701,0.0000250512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008529322,0.000234926,0.3682624,0.001260571,0.0001479482,0.006472003,0.01669275,0.0007759562,0.2287121,0.002224227,0.0007809342,0.3735833],"study_design_scores_gemma":[0.000006332067,0.0001680103,0.9825812,0.00007485683,0.00003481365,0.002337815,0.002132668,0.0002021931,0.000791165,0.000166375,0.011489,0.00001559907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773566,0.008005346,0.0009258293,0.000146816,0.00004382512,0.00004543994,0.0002389433,0.00002939632,0.01320783],"genre_scores_gemma":[0.9941713,0.002600778,0.001398541,0.00006239028,0.00004024026,0.00001954222,0.0004024687,0.000009143621,0.001295495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01357175,"threshold_uncertainty_score":0.02698547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706583477283578,"score_gpt":0.2789876295008732,"score_spread":0.2519217947280374,"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."}}