{"id":"W6931503763","doi":"10.5281/zenodo.6246367","title":"Chrysobothris viridiceps Melsheimer 1845","year":2007,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Synonym (taxonomy); Nomenclature; Holotype; Apex (geometry); Margin (machine learning)","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":[0.0000734839,0.0003875546,0.0001961422,0.001171946,0.001200264,0.000360019,0.0003567146,0.0003284414,0.009299731],"category_scores_gemma":[0.000170431,0.0001372957,0.0001304224,0.0006877767,0.0004356767,0.0006225633,0.0007730357,0.0003408077,0.002431983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005537888,"about_ca_system_score_gemma":0.0003827052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357909,"about_ca_topic_score_gemma":0.03458139,"domain_scores_codex":[0.9998902,0.000006408477,0.000009923581,0.00003260044,0.00004304737,0.00001788776],"domain_scores_gemma":[0.9999281,0.000009841002,0.00002325868,0.000005974701,0.00002268564,0.00001011758],"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":[0.0006191483,0.0001358816,0.06806134,0.002173255,0.0001150325,0.003487129,0.004261642,0.001176493,0.07617495,0.005018752,0.02372973,0.8150466],"study_design_scores_gemma":[0.00005384371,0.0003603075,0.6188044,0.0004177879,0.00008134587,0.01040997,0.0028081,0.0005383771,0.005820171,0.001042887,0.359606,0.00005682368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6838537,0.00894752,0.004454399,0.0004125701,0.0004907055,0.0004730133,0.003476099,0.0002988666,0.2975931],"genre_scores_gemma":[0.971253,0.003384039,0.002226318,0.0002096172,0.00007025215,0.00007096397,0.001766627,0.00001879114,0.02100039],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01357909,"threshold_uncertainty_score":0.0311107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369368769894983,"score_gpt":0.2286173910839426,"score_spread":0.1916805140944443,"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."}}