{"id":"W6950089363","doi":"10.5281/zenodo.3793209","title":"Berosus striatus","year":2008,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Hospital","funders":"","keywords":"Habitat; Debris; Beaver; Variety (cybernetics); Aquatic animal","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":[0.0001171423,0.0005513647,0.0003047696,0.0007884706,0.0007629556,0.0002801875,0.0002687974,0.0002339247,0.03514631],"category_scores_gemma":[0.0002275668,0.0001694641,0.000119553,0.0003127747,0.0003312019,0.0005687317,0.0007574062,0.0002505424,0.02041644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847,"about_ca_system_score_gemma":0.00012952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009945787,"about_ca_topic_score_gemma":0.02189673,"domain_scores_codex":[0.9999244,0.000007161087,0.000006952542,0.00003306286,0.00001416511,0.00001426441],"domain_scores_gemma":[0.9998709,0.00001329475,0.00005178848,0.00001267631,0.00002603517,0.00002536533],"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":[0.0006926652,0.0002999938,0.1333175,0.0009675404,0.0001080676,0.001869036,0.001889752,0.0006928531,0.02664787,0.005376432,0.07415815,0.75398],"study_design_scores_gemma":[0.00005078825,0.0004798706,0.6419748,0.0005244681,0.00008031551,0.00911582,0.001225336,0.000471354,0.003451989,0.001622354,0.3409573,0.0000456247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3920885,0.008991071,0.004841688,0.0006991226,0.0008228652,0.0001832646,0.00665696,0.001792618,0.5839239],"genre_scores_gemma":[0.866083,0.00270751,0.004387278,0.001032277,0.000143568,0.00008648109,0.005708714,0.0001010312,0.11975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03514631,"threshold_uncertainty_score":0.1175762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049992324224808,"score_gpt":0.2068351510683863,"score_spread":0.1663352278261382,"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."}}