{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002841394,0.00008821607,0.00007561833,0.00001772604,0.001899853,0.0004614354,0.0005047824,0.00005268291,0.02204097],"category_scores_gemma":[0.0001533972,0.00004653846,0.00004210811,0.0003663175,0.0001296086,0.0001359217,0.0004217782,0.0001008296,0.01026994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005256403,"about_ca_system_score_gemma":8.328485e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004044583,"about_ca_topic_score_gemma":0.00000698005,"domain_scores_codex":[0.999056,0.0001162139,0.0001365592,0.0002733332,0.0001510168,0.0002668176],"domain_scores_gemma":[0.9993868,0.00001646192,0.00005461262,0.00009220823,0.0003306345,0.0001192078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004813676,0.0001135838,0.00005639825,0.000005690064,0.00001040086,0.000002700818,0.0001112235,4.194182e-7,0.06864525,0.00163622,0.07407387,0.8552961],"study_design_scores_gemma":[0.0001222867,0.0003142981,0.009161036,0.000008119831,0.00000434814,0.00003114331,0.0001172301,0.00002961049,0.003801051,0.0001329307,0.9861662,0.0001117856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8980123,0.00003515934,0.0002589012,0.001204198,0.00009944678,0.0002313449,0.0002542085,0.0004648271,0.09943962],"genre_scores_gemma":[0.9978256,0.00001496608,0.00004643219,0.000179377,0.0004294144,2.100831e-8,0.001290746,0.00001316606,0.000200275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9120923,"threshold_uncertainty_score":0.9993995,"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."}}