{"id":"W7108613971","doi":"10.5281/zenodo.17821963","title":"Neblinichthys echinasus Taphorn & Armbruster & López-Fernández & Bernard 2010, new species","year":2010,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Snout; IRIS (biosensor); Dorsum; Black spot; Operculum (bryozoa); Abdomen; Fish fin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001387546,0.0005047811,0.0003982467,0.001271061,0.001408339,0.000411134,0.0005337455,0.0006356321,0.0125845],"category_scores_gemma":[0.0003842124,0.0002501906,0.0001489864,0.0007031581,0.0008728639,0.001244474,0.001174862,0.00065893,0.003147471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005250195,"about_ca_system_score_gemma":0.0003268755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004921649,"about_ca_topic_score_gemma":0.01257462,"domain_scores_codex":[0.9997919,0.00001979698,0.00002643435,0.00006706378,0.00007046627,0.00002430926],"domain_scores_gemma":[0.9998373,0.00003207726,0.00004391488,0.0000306015,0.00003849117,0.00001768864],"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":[0.0007280071,0.0001522403,0.04417673,0.001702232,0.0001164068,0.004700134,0.0050995,0.001034904,0.03452335,0.008683755,0.02569156,0.8733912],"study_design_scores_gemma":[0.0001245611,0.0002687435,0.41519,0.001996375,0.0001831985,0.01928244,0.004015923,0.00100299,0.003996846,0.003917812,0.5499364,0.0000847045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3865921,0.02960476,0.006642282,0.001442412,0.0009065305,0.000545389,0.003998038,0.0006045312,0.569664],"genre_scores_gemma":[0.9418132,0.008052198,0.005959664,0.0006454656,0.0003748366,0.0002387314,0.002672486,0.00005894187,0.04018451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0125845,"threshold_uncertainty_score":0.04209936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04120192298211157,"score_gpt":0.2505866875078538,"score_spread":0.2093847645257422,"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."}}