{"id":"W6931422800","doi":"10.5281/zenodo.6237138","title":"Claustropyga acanthostyla Tuomikoski","year":2007,"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":"Malaise; Nearctic ecozone; Period (music); Taxonomy (biology); Identification (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":[0.0000326398,0.0004208295,0.0001673266,0.00139407,0.0007700892,0.0002977528,0.0001693898,0.0001860486,0.009641512],"category_scores_gemma":[0.0001101662,0.0001468404,0.0001580659,0.0008241491,0.0001856085,0.0003080578,0.0003952427,0.0001976215,0.001479374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006487361,"about_ca_system_score_gemma":0.0003573076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03902359,"about_ca_topic_score_gemma":0.09783814,"domain_scores_codex":[0.999962,0.000001702206,0.000003918826,0.00001145795,0.000006913726,0.00001404182],"domain_scores_gemma":[0.9999591,0.00000371125,0.00001707362,0.000004354552,0.000008652351,0.000007023546],"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":[0.001003616,0.0002118671,0.31582,0.001458841,0.0001397261,0.002103888,0.004733158,0.001254805,0.2033818,0.002559155,0.01093482,0.4563984],"study_design_scores_gemma":[0.00002860639,0.0001407907,0.96022,0.0002518211,0.00007192873,0.001743663,0.001278713,0.0002666692,0.002146344,0.0002103894,0.03362719,0.00001379741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8982698,0.004970884,0.0008580562,0.00008007255,0.0000532784,0.0001399785,0.002464687,0.0001555989,0.09300756],"genre_scores_gemma":[0.9860368,0.001663166,0.0008399972,0.00004365358,0.00001189753,0.00004344758,0.00185812,0.00001080345,0.009492055],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03902359,"threshold_uncertainty_score":0.07759285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138448779555566,"score_gpt":0.2151087815450312,"score_spread":0.1937242937494756,"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."}}