{"id":"W6950690808","doi":"10.5281/zenodo.5969475","title":"Microvelia pulchella Westwood 1834","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nymph; Taxonomy (biology); Taxonomic key; Key (lock)","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":[0.000087627,0.0003615142,0.0002235672,0.0009797128,0.0009396815,0.0004000488,0.0004118989,0.0003022196,0.007514798],"category_scores_gemma":[0.0003398099,0.0001305367,0.00009220415,0.0004695381,0.0002895391,0.0008273243,0.0005546884,0.0002458514,0.002068444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003778572,"about_ca_system_score_gemma":0.0001489353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007205635,"about_ca_topic_score_gemma":0.01548703,"domain_scores_codex":[0.9999067,0.000006932649,0.000006706511,0.00003476538,0.00002492413,0.00002005114],"domain_scores_gemma":[0.9998931,0.00002557433,0.0000408312,0.00001013407,0.0000149462,0.00001541301],"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":[0.0004476771,0.0001873191,0.2536951,0.0007846255,0.00008814503,0.006475322,0.003468384,0.0008814961,0.06053186,0.003181234,0.01754716,0.6527117],"study_design_scores_gemma":[0.00003302936,0.0002048477,0.8391405,0.0002217494,0.00007189804,0.008593268,0.001038435,0.0004505299,0.003177722,0.0007181721,0.1463319,0.00001779104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8338653,0.006779832,0.003014499,0.0002689263,0.000214527,0.0001492203,0.001919606,0.0003633067,0.1534247],"genre_scores_gemma":[0.9887478,0.0009040885,0.0008363776,0.000121136,0.00004900307,0.0000256417,0.000584503,0.0000120542,0.008719313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007514798,"threshold_uncertainty_score":0.02513951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03356737540663553,"score_gpt":0.2176908135779295,"score_spread":0.184123438171294,"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."}}