{"id":"W6912988799","doi":"10.5281/zenodo.7397678","title":"Platylabus clarus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Synonym (taxonomy); Type (biology); Series (stratigraphy)","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":[0.0001042266,0.0006171721,0.0002375875,0.001484265,0.001799918,0.0003673153,0.0003814141,0.0003864361,0.03427543],"category_scores_gemma":[0.0002525472,0.0001844589,0.000121193,0.0008437877,0.000574738,0.0008299442,0.000935036,0.0005475032,0.007148347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097663,"about_ca_system_score_gemma":0.0005991702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02862047,"about_ca_topic_score_gemma":0.06720555,"domain_scores_codex":[0.9998436,0.00001174427,0.000007274067,0.00004556718,0.0000653961,0.00002631975],"domain_scores_gemma":[0.9998882,0.00001508816,0.00003280735,0.000008765875,0.00003260809,0.00002252076],"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":[0.0007157858,0.0001110678,0.02982405,0.001067355,0.00003357651,0.003017886,0.001975768,0.0006904355,0.06485841,0.01023866,0.07022853,0.8172385],"study_design_scores_gemma":[0.00008810715,0.000354424,0.2455063,0.0005690159,0.00004738429,0.004605841,0.002441291,0.0009370224,0.007684869,0.001648132,0.7360682,0.00004925326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.423777,0.01254617,0.003314544,0.001351536,0.001091742,0.0004407155,0.003206738,0.0008801533,0.5533915],"genre_scores_gemma":[0.8731865,0.003887116,0.00581807,0.0009897409,0.0003213905,0.0002103409,0.003089266,0.0001210559,0.1123765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03427543,"threshold_uncertainty_score":0.1146628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638325247438784,"score_gpt":0.2203388723381042,"score_spread":0.1939556198637163,"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."}}