{"id":"W6912871776","doi":"10.5281/zenodo.8284477","title":"Chalcoscirtus vietnamensis","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seta; Dorsum; Carapace; Coelom; Appendage","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":[0.00005630511,0.0003259186,0.000201331,0.0007620546,0.001308174,0.0002747196,0.0002416863,0.0001528278,0.0126811],"category_scores_gemma":[0.0001051839,0.00008029096,0.00007794332,0.0004936316,0.0003742519,0.000193203,0.0004088879,0.0001418622,0.001352721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701993,"about_ca_system_score_gemma":0.0005914785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03006537,"about_ca_topic_score_gemma":0.07987481,"domain_scores_codex":[0.9999166,0.000008265706,0.000004912209,0.00002897312,0.00001947569,0.00002185884],"domain_scores_gemma":[0.9999286,0.000007327582,0.0000125489,0.000005951149,0.0000180854,0.00002744691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000918805,0.0002861406,0.4412734,0.001905016,0.0001352302,0.007063539,0.009541386,0.001032737,0.08638767,0.004227438,0.01366291,0.4335657],"study_design_scores_gemma":[0.00005893352,0.0003506368,0.8973017,0.0001812837,0.00003658393,0.00348712,0.008414806,0.0005446222,0.00230532,0.0005975,0.08669281,0.00002864351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9119081,0.001051762,0.0005222844,0.00009278359,0.00008969862,0.0001428195,0.001066329,0.0001234946,0.08500277],"genre_scores_gemma":[0.9887608,0.000236673,0.0002933526,0.00006651037,0.00001076523,0.00003386143,0.001034145,0.000006610714,0.009557371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03006537,"threshold_uncertainty_score":0.05978072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04243983926326386,"score_gpt":0.2545708915574511,"score_spread":0.2121310522941872,"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."}}