{"id":"W6950840156","doi":"10.5281/zenodo.8135390","title":"Rosalba strandi","year":2023,"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":"","funders":"","keywords":"Dorsum; Population; Quarter (Canadian coin)","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":[0.0001354238,0.0006252174,0.0002562929,0.00123533,0.001099177,0.0003870444,0.0005184907,0.0003637333,0.01118943],"category_scores_gemma":[0.0003916219,0.0001512452,0.0002418027,0.0005116201,0.0004092601,0.0006165169,0.001092373,0.0005312554,0.004196296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795938,"about_ca_system_score_gemma":0.0002241939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006150074,"about_ca_topic_score_gemma":0.01381771,"domain_scores_codex":[0.9998235,0.00001503012,0.00001274821,0.00007327941,0.00004555063,0.00002989826],"domain_scores_gemma":[0.9998895,0.00001382751,0.00004362194,0.00001789017,0.00002561068,0.000009544208],"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":[0.000479375,0.0001494224,0.04176872,0.00135908,0.0001223035,0.004191366,0.003616868,0.0008455401,0.06837146,0.01388665,0.02515784,0.8400514],"study_design_scores_gemma":[0.00003788729,0.000175749,0.1983235,0.0004928348,0.0001260032,0.006537447,0.00151206,0.0004509908,0.00492052,0.002202678,0.7851785,0.00004181313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3267843,0.01959885,0.006169562,0.0008261433,0.0007221124,0.0004047317,0.003388034,0.001408116,0.6406981],"genre_scores_gemma":[0.945637,0.003687917,0.00482892,0.0004882431,0.0001689031,0.0001073751,0.002125151,0.00007460541,0.04288187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01118943,"threshold_uncertainty_score":0.03743237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04501884488412402,"score_gpt":0.2323121664677127,"score_spread":0.1872933215835886,"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."}}