{"id":"W3216916133","doi":"10.5281/zenodo.4339775","title":"Anthomyza concolor","year":2016,"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":"Computer science","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":[0.00004867669,0.0004925602,0.0001695743,0.000883913,0.0006479631,0.0002641729,0.0002402492,0.0002255197,0.01812446],"category_scores_gemma":[0.0002317003,0.0001375693,0.00009329394,0.0004533704,0.0002057053,0.0004892155,0.000433042,0.0003651008,0.004320303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004733843,"about_ca_system_score_gemma":0.000203349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004176414,"about_ca_topic_score_gemma":0.008915841,"domain_scores_codex":[0.999923,0.000005776343,0.000005236738,0.00002771024,0.00002978386,0.000008478027],"domain_scores_gemma":[0.9999249,0.000008833578,0.00002886927,0.00000665205,0.00002118887,0.00000952011],"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":[0.0004155059,0.0001394162,0.0429251,0.001333906,0.00007280831,0.004507718,0.00126298,0.0005574105,0.1551755,0.005571052,0.08460236,0.7034363],"study_design_scores_gemma":[0.00007128575,0.0002247639,0.4355408,0.0002962901,0.00005999109,0.01245376,0.000411022,0.000407289,0.007905603,0.001248575,0.5413519,0.00002867444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3802048,0.01080037,0.003982575,0.0008121655,0.0003237799,0.0004262821,0.006389426,0.0009559155,0.5961047],"genre_scores_gemma":[0.8867996,0.003924419,0.003507331,0.0006899294,0.0002925371,0.000131907,0.002949059,0.00005892498,0.1016463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01812446,"threshold_uncertainty_score":0.06063235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03977313928221535,"score_gpt":0.2217510097856228,"score_spread":0.1819778705034075,"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."}}