{"id":"W6930847907","doi":"10.5281/zenodo.14522679","title":"FIGURES 99–112 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":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Scale (ratio); Line drawings; Taxonomy (biology); Nitzschia; Line (geometry)","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":[0.00005146896,0.0003353348,0.0001936608,0.001825239,0.0003995179,0.0002975122,0.0003724392,0.0002169886,0.1190379],"category_scores_gemma":[0.0001559501,0.00009781945,0.0001561166,0.00164109,0.000296136,0.0004290109,0.0003179738,0.000431751,0.01912885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005110024,"about_ca_system_score_gemma":0.0001513897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009877831,"about_ca_topic_score_gemma":0.0307891,"domain_scores_codex":[0.9999571,0.000004901093,0.000002879539,0.00001446136,0.00001445581,0.000006309202],"domain_scores_gemma":[0.9999592,0.000007649179,0.000009012342,0.000004629279,0.000009533139,0.000009887253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006594905,0.00008418848,0.01933067,0.002064455,0.00007303018,0.002215544,0.00257397,0.001480987,0.0400342,0.01061152,0.4128532,0.5080187],"study_design_scores_gemma":[0.00001668441,0.00002509006,0.1572709,0.0001363616,0.000026028,0.001728104,0.0006508999,0.0003724187,0.001552489,0.001184876,0.8370257,0.00001050019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06661259,0.007748898,0.009796826,0.001188552,0.001222414,0.0004132004,0.064857,0.001875634,0.8462849],"genre_scores_gemma":[0.5519763,0.007205172,0.01778743,0.0003525471,0.0004688852,0.0003137145,0.06351793,0.00115343,0.3572246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1190379,"threshold_uncertainty_score":0.3982214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686179611064997,"score_gpt":0.2798775763423815,"score_spread":0.2430157802317315,"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."}}