{"id":"W6950315307","doi":"10.5281/zenodo.5743389","title":"Lepidotrigona trochanterica","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Type (biology); Point (geometry); Natural (archaeology); Identification (biology)","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":[0.00007724762,0.0004961596,0.0001487674,0.001199161,0.0007955741,0.0002813683,0.0003051795,0.0003658027,0.02296495],"category_scores_gemma":[0.0002083178,0.0001694917,0.0001196781,0.0004490339,0.0003168109,0.0003540816,0.000487109,0.0003040585,0.006101831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003648975,"about_ca_system_score_gemma":0.0001283367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008065393,"about_ca_topic_score_gemma":0.01753634,"domain_scores_codex":[0.9999344,0.000006807,0.000004500345,0.00002664035,0.00001322584,0.00001438204],"domain_scores_gemma":[0.9999079,0.00001431222,0.00003453773,0.000009401539,0.00001393749,0.0000199589],"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":[0.001427762,0.000180969,0.1172921,0.001296082,0.00008088349,0.009535496,0.002958089,0.0005761986,0.417849,0.002456853,0.02164654,0.4247001],"study_design_scores_gemma":[0.00007378461,0.0004483323,0.8862686,0.0004188057,0.00006818691,0.01342692,0.001706552,0.0002155063,0.006087309,0.000387443,0.09085956,0.00003878465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7573614,0.008014035,0.001702253,0.0003293995,0.0001582161,0.0001814349,0.002586946,0.0004508641,0.2292155],"genre_scores_gemma":[0.9661081,0.001590304,0.001556621,0.0003618501,0.00004470091,0.00004700435,0.001060154,0.00002778673,0.02920346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02296495,"threshold_uncertainty_score":0.07682544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07272949595876926,"score_gpt":0.2368892964075134,"score_spread":0.1641598004487441,"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."}}