{"id":"W6949825773","doi":"10.5281/zenodo.5253202","title":"Heterotrissocladius marcidus","year":2012,"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":"Seta; Nearctic ecozone; STREAMS; Range (aeronautics); Larva; Littoral zone; Taxonomy (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":[0.00005106216,0.0003850349,0.0001004213,0.0007943814,0.0005232251,0.00010236,0.0001913873,0.0001094807,0.009867987],"category_scores_gemma":[0.00010708,0.0001075456,0.00007531318,0.0003209065,0.0002053738,0.0001959131,0.0003964146,0.0001463713,0.00264954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002608805,"about_ca_system_score_gemma":0.000230815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005030024,"about_ca_topic_score_gemma":0.01989694,"domain_scores_codex":[0.9999467,0.000003134585,0.000004105296,0.00001982173,0.00001490855,0.00001142231],"domain_scores_gemma":[0.9999214,0.000007134419,0.00003077442,0.000007268288,0.00001251011,0.00002088861],"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":[0.0008950694,0.0002846775,0.2590955,0.0006843769,0.0000772099,0.00454443,0.002068232,0.0005200426,0.3437719,0.004342796,0.009751654,0.3739643],"study_design_scores_gemma":[0.00004579063,0.0007647955,0.9185476,0.0001213989,0.0000467649,0.006236201,0.001352089,0.0006125785,0.009917635,0.0003742757,0.06194565,0.00003510917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408906,0.0005009578,0.0006911068,0.00005913332,0.00004100555,0.00006588901,0.0008010132,0.0001586261,0.05679164],"genre_scores_gemma":[0.9876564,0.0002205932,0.0007670809,0.00005313331,0.00001429236,0.0000266868,0.0006573157,0.000008607136,0.01059598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009867987,"threshold_uncertainty_score":0.03301173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735961996720998,"score_gpt":0.2054380828536697,"score_spread":0.1780784628864598,"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."}}