{"id":"W6912453443","doi":"10.5281/zenodo.3793192","title":"Hydrochara obtusata","year":2008,"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":"Nova Scotia Hospital","funders":"","keywords":"Range (aeronautics); Locality; Natural (archaeology); Waves and shallow water; Water pipe","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00008446052,0.0004324076,0.000238554,0.001002167,0.00132302,0.0002865865,0.0002940376,0.0002455237,0.01869879],"category_scores_gemma":[0.0002143547,0.000214773,0.0001308655,0.0005543375,0.0005456044,0.0004641217,0.001159345,0.0002953815,0.004184093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006362749,"about_ca_system_score_gemma":0.0004290103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02363457,"about_ca_topic_score_gemma":0.06423047,"domain_scores_codex":[0.9999293,0.00000561921,0.000004784678,0.00002455922,0.000015868,0.00001983016],"domain_scores_gemma":[0.999851,0.00001947675,0.00004207372,0.00001844822,0.0000403441,0.00002875827],"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":[0.00105992,0.0001897516,0.1694208,0.001762051,0.00009016113,0.004166006,0.003854182,0.001400681,0.1067221,0.003677157,0.02662931,0.6810278],"study_design_scores_gemma":[0.00008988944,0.000339859,0.7478063,0.0004664413,0.00007535231,0.004679653,0.003359611,0.000533545,0.004291027,0.0009324041,0.2373895,0.00003640132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8028263,0.003728987,0.001511591,0.0003562967,0.000163864,0.0001764293,0.002569908,0.0003980857,0.1882684],"genre_scores_gemma":[0.971014,0.001199548,0.001842442,0.0003630111,0.00004199538,0.00005713404,0.001311195,0.00002865298,0.02414205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02363457,"threshold_uncertainty_score":0.06255364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268172172703201,"score_gpt":0.1932328788565086,"score_spread":0.1605511571294765,"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."}}