{"id":"W6950058963","doi":"10.5281/zenodo.5662640","title":"Cardiophorinae","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":"","funders":"","keywords":"Nova scotia; Habitat; Fauna; Riparian zone; Cape; White (mutation)","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":[0.00008882925,0.001022696,0.0003373626,0.001070129,0.001303929,0.0005518458,0.0005535838,0.0007555816,0.03535223],"category_scores_gemma":[0.0004143459,0.0002813702,0.0002438198,0.0005321788,0.0006018919,0.001015746,0.001002257,0.0009950011,0.008443075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007167202,"about_ca_system_score_gemma":0.0008233696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009448252,"about_ca_topic_score_gemma":0.01154607,"domain_scores_codex":[0.9997315,0.00003001795,0.00002055309,0.00009009564,0.00007817409,0.00004975639],"domain_scores_gemma":[0.9998734,0.00001571239,0.00002749512,0.00001524409,0.00005012439,0.00001794932],"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":[0.0006515661,0.0002484531,0.04755645,0.002488737,0.00008111125,0.001925097,0.003019856,0.0008701615,0.08160068,0.01112908,0.02810899,0.8223199],"study_design_scores_gemma":[0.00010902,0.0004976061,0.2797382,0.0007491083,0.00006724439,0.007771712,0.0008405384,0.0005531818,0.003812313,0.001026211,0.7047932,0.00004163132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2659666,0.01463395,0.007915888,0.0008462105,0.001051848,0.0007793003,0.005050155,0.0008777658,0.7028784],"genre_scores_gemma":[0.8521754,0.01114778,0.00572023,0.001495042,0.0004675513,0.0002872985,0.006840361,0.0001156663,0.1217507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03535223,"threshold_uncertainty_score":0.118265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955252376827022,"score_gpt":0.1908978007042575,"score_spread":0.1613452769359873,"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."}}