{"id":"W6968799794","doi":"10.5281/zenodo.5958708","title":"Boroecia hopcrofti Stępień & Błachowiak-Samołyk & Krawczuk & Angel 2018, new species","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carapace; Single specimen; Snout; Holotype; Type locality","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":[0.0002032128,0.001100521,0.0005138436,0.002141761,0.001893417,0.0009509049,0.0006920799,0.0008749265,0.01496156],"category_scores_gemma":[0.0005570926,0.0003705473,0.0001956504,0.0009259022,0.0009812869,0.001654638,0.0012574,0.001239191,0.003972534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007652751,"about_ca_system_score_gemma":0.0006583027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007146638,"about_ca_topic_score_gemma":0.01033398,"domain_scores_codex":[0.9997539,0.0000202837,0.00001933064,0.00006831864,0.00008144219,0.00005685077],"domain_scores_gemma":[0.9998287,0.00002967711,0.00004918703,0.00001581533,0.00005012067,0.00002634327],"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":[0.0005259198,0.0001702607,0.01689889,0.001996304,0.00005063646,0.006225228,0.003852114,0.0007459025,0.02095155,0.008430754,0.04348902,0.8966634],"study_design_scores_gemma":[0.0001008345,0.0001812207,0.07510015,0.001413983,0.0000895475,0.01129958,0.002140592,0.0003823381,0.002000203,0.002271041,0.9049806,0.00003996433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2794442,0.1293258,0.01720337,0.003836751,0.003522804,0.001886026,0.005740765,0.001162641,0.5578777],"genre_scores_gemma":[0.8362667,0.04575857,0.01566193,0.001957643,0.001812623,0.000747186,0.003355524,0.0001370007,0.09430283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01496156,"threshold_uncertainty_score":0.05005145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963069039121154,"score_gpt":0.2321568583831347,"score_spread":0.2025261679919232,"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."}}