{"id":"W6968922187","doi":"10.5281/zenodo.5963055","title":"Ismarus flavicornis","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Deep blue; Type (biology)","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":[0.0001271606,0.0006570647,0.0002707544,0.001688096,0.0009202642,0.0002705767,0.0003662877,0.0002283309,0.01087024],"category_scores_gemma":[0.0002111966,0.0001246194,0.0001273611,0.000572059,0.000479408,0.0005234471,0.0006308673,0.0003006143,0.006068971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006847496,"about_ca_system_score_gemma":0.0002158463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273682,"about_ca_topic_score_gemma":0.02171166,"domain_scores_codex":[0.9998623,0.00001263139,0.00001188833,0.00005369478,0.00003263578,0.00002680741],"domain_scores_gemma":[0.9998858,0.00001351055,0.00004857,0.00001049225,0.00002901821,0.00001268379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002776533,0.00008459328,0.03257606,0.0007467014,0.00005037162,0.002090359,0.001364381,0.000574684,0.02957984,0.006087784,0.02353805,0.9030296],"study_design_scores_gemma":[0.00006307953,0.0003760576,0.4499244,0.0008062937,0.0001437313,0.008318963,0.00129953,0.0006798687,0.004010782,0.002783963,0.5315418,0.00005160321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3875229,0.03168073,0.007133732,0.0006382678,0.0005285515,0.0004124065,0.004865942,0.001661025,0.5655563],"genre_scores_gemma":[0.9495274,0.004355053,0.003364924,0.0003599415,0.0001264237,0.00008161225,0.002063292,0.0000447604,0.04007657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01273682,"threshold_uncertainty_score":0.03636461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262062503384148,"score_gpt":0.206651569550191,"score_spread":0.1840309445163495,"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."}}