{"id":"W6968454849","doi":"10.5281/zenodo.15296746","title":"Pandivirilia conspicua","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Marsh; Mile; National park; Subaerial; Glacial period; Horseshoe (symbol)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00008501112,0.0002801752,0.0001331336,0.001337113,0.0007450166,0.0002909306,0.0002424394,0.0001256688,0.008797211],"category_scores_gemma":[0.0001890197,0.0001153146,0.0000652233,0.0008921017,0.0001337632,0.0002920016,0.0004414395,0.0001125892,0.001664206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150994,"about_ca_system_score_gemma":0.0002146938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01575868,"about_ca_topic_score_gemma":0.08479959,"domain_scores_codex":[0.9999262,0.000007580512,0.000008925299,0.00003141382,0.00001430221,0.00001153887],"domain_scores_gemma":[0.9999223,0.000005209597,0.00002444845,0.000009601526,0.00002557835,0.0000128205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006774958,0.0001541309,0.5143597,0.0005259829,0.00007911379,0.001635916,0.002419715,0.0002152949,0.05886767,0.001933672,0.01805598,0.4010753],"study_design_scores_gemma":[0.00001330018,0.0001266589,0.9454399,0.00008602795,0.00004546031,0.001261556,0.001596259,0.0001524419,0.001595159,0.0002087261,0.04946242,0.00001219687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8695874,0.001161642,0.0005266806,0.00009754754,0.00005664738,0.0001157968,0.005151398,0.0001666983,0.1231363],"genre_scores_gemma":[0.9687667,0.0007208154,0.002851644,0.0001692663,0.00002037625,0.0001384273,0.005728973,0.00002421009,0.02157959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575868,"threshold_uncertainty_score":0.03133386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098419613089179,"score_gpt":0.2402829187749688,"score_spread":0.219298722644077,"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."}}