{"id":"W6893741771","doi":"10.5281/zenodo.3848321","title":"Merlucciinae Rafinesque 1815","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Subfamily; Genus; Type (biology); 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003526351,0.0001215916,0.0001312147,0.00002116767,0.006388795,0.001310539,0.001315701,0.00004723995,0.01099824],"category_scores_gemma":[0.0006168933,0.00006017124,0.00006069517,0.0001450092,0.0001850204,0.0002522107,0.001532575,0.0001490448,0.004785162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000505238,"about_ca_system_score_gemma":7.243115e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001494706,"about_ca_topic_score_gemma":0.00002049523,"domain_scores_codex":[0.9988298,0.0001205851,0.0001515643,0.000338404,0.0002442918,0.000315349],"domain_scores_gemma":[0.9991708,0.00002626147,0.0001114841,0.0002387305,0.0003326726,0.0001200428],"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":[0.00002533172,0.00005268443,0.00008119157,0.000006605394,0.00001760312,0.000008389571,0.0001657158,0.000001050198,0.004892386,0.0003271848,0.01303168,0.9813902],"study_design_scores_gemma":[0.0001548537,0.000165149,0.2720963,0.00001193263,0.000006018028,0.00002350741,0.0001323796,0.00002401959,0.000402301,0.0002319,0.7266175,0.0001342319],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.168913,0.00006515587,0.00001976908,0.005175866,0.0001376041,0.0002861031,0.0001146285,0.0005119891,0.8247759],"genre_scores_gemma":[0.9985494,0.00006618327,0.00003672518,0.000119544,0.0003069169,4.100314e-8,0.0002741406,0.00004952525,0.0005975356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9812559,"threshold_uncertainty_score":0.9997262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04530377792161909,"score_gpt":0.2413216607328572,"score_spread":0.1960178828112381,"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."}}