{"id":"W6949707471","doi":"10.5281/zenodo.14522691","title":"FIGURES 171–178. Nitzschia semirobusta. SEM images. 171–173 Valve external view. 174–178 Valve internal view. 171–173 in 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":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Mantle (geology); Raphe; Globe valve; Cusp (singularity)","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":[0.00005364417,0.0005533395,0.0003174322,0.001392439,0.0005841901,0.0002800029,0.0003636814,0.000407362,0.02882602],"category_scores_gemma":[0.0001596538,0.0002223055,0.0002986749,0.0008138077,0.0002702619,0.0005157541,0.0003570809,0.0005810293,0.007248716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000713286,"about_ca_system_score_gemma":0.000237093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006249104,"about_ca_topic_score_gemma":0.0146764,"domain_scores_codex":[0.9999136,0.00000564947,0.000007748607,0.00002676122,0.00003775698,0.000008416184],"domain_scores_gemma":[0.9999162,0.00001704883,0.00002134246,0.000006411694,0.00002081961,0.00001809232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001490565,0.000101103,0.01823823,0.004196813,0.0001721122,0.007046585,0.001881111,0.002004742,0.6798125,0.003782986,0.03762413,0.2436492],"study_design_scores_gemma":[0.0001069612,0.000216252,0.4041854,0.0003329374,0.000153457,0.009913822,0.001605568,0.0009144091,0.02020236,0.001342057,0.5609615,0.00006537895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4373406,0.04017105,0.0190035,0.001782821,0.001777899,0.001036411,0.09617443,0.004087554,0.3986258],"genre_scores_gemma":[0.8912413,0.003946566,0.01459743,0.000437928,0.000206245,0.0002241817,0.02858137,0.0003764918,0.06038844],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02882602,"threshold_uncertainty_score":0.09643269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778839037649444,"score_gpt":0.2625755333667831,"score_spread":0.2347871429902887,"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."}}