{"id":"W2892463331","doi":"10.1111/fwb.13189","title":"Small snails, high productivity? Larval output of parasites from an abundant host","year":2018,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Deutsche Forschungsgemeinschaft; Deutscher Akademischer Austauschdienst","keywords":"Biology; Productivity; Snail; Ecology; Ecosystem; Biomass (ecology); Host (biology); Intermediate host; Aquatic ecosystem; Gastropoda","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001490559,0.0001532836,0.0002205473,0.00004126329,0.0001289122,0.000009443656,0.0003108071,0.0001764411,0.004763911],"category_scores_gemma":[0.00004130363,0.000116164,0.00004784005,0.0000763775,0.0009556803,0.0001433646,0.0001575092,0.0001312231,0.001828724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000333123,"about_ca_system_score_gemma":0.000009080508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006451214,"about_ca_topic_score_gemma":0.02340456,"domain_scores_codex":[0.9987696,0.0001864469,0.0002144442,0.0004729393,0.00004999568,0.0003065996],"domain_scores_gemma":[0.9993359,0.00005957407,0.0001017422,0.0004042616,0.00001971889,0.00007883089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007728164,0.0001422301,0.6517341,8.324229e-7,0.00002966766,0.000002142231,0.000299705,0.000002015087,0.3454916,0.0001233755,0.0006401212,0.001456938],"study_design_scores_gemma":[0.0001882168,0.0005903653,0.7373782,0.000003698067,0.0000160925,0.000008962302,0.0000199343,0.00004516985,0.1677504,0.001653568,0.0921828,0.0001625817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968482,0.00002725744,0.0002501884,0.0004781945,0.0007299915,0.0001243945,0.0004034345,0.00004404168,0.001094335],"genre_scores_gemma":[0.9952255,0.000006336398,0.002752515,0.0002481741,0.0003932386,0.00001354845,0.00025846,0.00001005916,0.001092153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1777412,"threshold_uncertainty_score":0.9989485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625314232135248,"score_gpt":0.3035844968997877,"score_spread":0.2773313545784353,"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."}}