{"id":"W6911803297","doi":"10.5281/zenodo.14443592","title":"Aleuropleurocelus mexicanus Carapia & Sanchez 2018","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Paratype; Taxonomy (biology); Animal ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006233298,0.0003684997,0.0001594501,0.001104187,0.0008196856,0.000308451,0.0003479022,0.0005265137,0.009784505],"category_scores_gemma":[0.0002980548,0.0001349114,0.0001783645,0.0004939549,0.0004319483,0.0003771808,0.0006212966,0.0004072871,0.001635625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003111485,"about_ca_system_score_gemma":0.0003129122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006600344,"about_ca_topic_score_gemma":0.0163382,"domain_scores_codex":[0.9999021,0.000007789231,0.000006985604,0.00003279076,0.00003104407,0.00001929326],"domain_scores_gemma":[0.9998643,0.00001774596,0.00006953945,0.00001343207,0.0000187104,0.00001630272],"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":[0.001192399,0.000284827,0.117343,0.001092468,0.0001310654,0.0079756,0.002388617,0.0008585931,0.1868402,0.00570119,0.01968666,0.6565053],"study_design_scores_gemma":[0.00005151592,0.0001987693,0.78494,0.0005209328,0.0001546605,0.008293426,0.001443317,0.0005761124,0.01443535,0.000626343,0.1887217,0.00003794277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7342636,0.004797534,0.002337089,0.0005574501,0.0003433012,0.0002068745,0.002602927,0.0002552218,0.254636],"genre_scores_gemma":[0.976081,0.001289717,0.001902707,0.0001637061,0.00007095338,0.0000686874,0.00101089,0.00002172218,0.01939059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009784505,"threshold_uncertainty_score":0.03273237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260519510183315,"score_gpt":0.261597139298504,"score_spread":0.2289919441966709,"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."}}