{"id":"W4250501485","doi":"10.5962/bhl.title.62081","title":"Bioindicators","year":2007,"lang":"it","type":"book","venue":"","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioindicator; Chemistry; Environmental chemistry","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":[0.0007977468,0.000723908,0.0004955829,0.001585614,0.002594064,0.001451567,0.001213513,0.000685218,0.09372429],"category_scores_gemma":[0.001205683,0.0002947657,0.0003668792,0.001658153,0.0007082752,0.001266151,0.001480378,0.0008390712,0.03092959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003356164,"about_ca_system_score_gemma":0.004193338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09574534,"about_ca_topic_score_gemma":0.3526947,"domain_scores_codex":[0.9992298,0.0000459506,0.00002381459,0.0001230639,0.0004442594,0.000133084],"domain_scores_gemma":[0.9993113,0.00004489684,0.00004115721,0.0000781282,0.0003631787,0.0001613255],"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":[0.00007848996,0.00007028606,0.005787493,0.0004585771,0.00001424091,0.0003428482,0.001159315,0.00006338036,0.008175932,0.02694264,0.4422159,0.5146909],"study_design_scores_gemma":[0.000003921468,0.00001883878,0.003315701,0.00007738666,0.000007663414,0.0003447076,0.0001523114,0.00002047453,0.0006872322,0.0008480511,0.994516,0.000007822778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01633606,0.02272283,0.003406965,0.004264067,0.002668378,0.0002126916,0.003167734,0.0008282125,0.946393],"genre_scores_gemma":[0.02414621,0.008384843,0.004194689,0.002323283,0.0002183578,0.00007504725,0.002044026,0.0002006366,0.9584129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09574534,"threshold_uncertainty_score":0.313539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888529782407591,"score_gpt":0.2217051925133405,"score_spread":0.1928198946892646,"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."}}