{"id":"W6950358808","doi":"10.5281/zenodo.5306661","title":"Ceradocus rubromaculatus Stimpson 1856","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gammarus; Larva; Line drawings; Taxonomy (biology); Genus","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":[0.00008692226,0.00057209,0.0003020427,0.001427724,0.001372247,0.0002700365,0.000371746,0.0003992511,0.01688539],"category_scores_gemma":[0.0003084148,0.000204148,0.0001784206,0.0007010585,0.0005833777,0.0006991523,0.0008033469,0.0003283262,0.00462423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006642542,"about_ca_system_score_gemma":0.0003532073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0207843,"about_ca_topic_score_gemma":0.0442009,"domain_scores_codex":[0.9998896,0.00001049719,0.000007560654,0.00003968957,0.00003918758,0.0000134874],"domain_scores_gemma":[0.9999297,0.000009506167,0.00002614245,0.000006365865,0.00001958767,0.00000878079],"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":[0.0002588405,0.00006891926,0.02222211,0.001795192,0.0000701383,0.002024196,0.002338114,0.0007335336,0.01874726,0.007437934,0.08372098,0.8605828],"study_design_scores_gemma":[0.00004410138,0.0001353986,0.1932298,0.0008052362,0.00007634999,0.009119585,0.001278385,0.0004527547,0.002380125,0.002020857,0.7904211,0.00003629511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1965027,0.05127203,0.005096028,0.001132948,0.001004938,0.0003782691,0.003076989,0.001073874,0.7404622],"genre_scores_gemma":[0.9189365,0.01469863,0.006305838,0.00115543,0.0004544288,0.0001151889,0.002306902,0.0001206114,0.05590653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0207843,"threshold_uncertainty_score":0.05648726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05189548476963407,"score_gpt":0.1973784516035475,"score_spread":0.1454829668339135,"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."}}