{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004733283,0.0005147996,0.0006874118,0.00006456696,0.0008240139,0.00006386782,0.0005275248,0.0009773289,0.02863577],"category_scores_gemma":[0.00005184827,0.0001862668,0.0004058463,0.0003355157,0.0006217176,0.00006659471,0.0003940215,0.0005056414,0.005788172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563336,"about_ca_system_score_gemma":0.00006487792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000129942,"about_ca_topic_score_gemma":0.00187123,"domain_scores_codex":[0.997587,0.0000503479,0.0005502825,0.0007401768,0.0002563333,0.0008158635],"domain_scores_gemma":[0.9986491,0.0006332744,0.0002863216,0.0001085556,0.00007912234,0.0002436642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008652383,0.0003044191,0.04784252,0.00004822912,0.0007473091,0.0001012563,0.00007847419,2.750347e-7,0.00007204182,0.02553345,0.7594483,0.1657372],"study_design_scores_gemma":[0.000106334,0.0003538268,0.0683101,0.00003121269,0.0001027056,0.000008614079,0.0003651408,0.00000127923,0.00003753545,0.0006682157,0.9295025,0.0005125134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006746272,0.0008148885,0.000003950199,0.002343319,0.001195887,0.000509799,0.00007011346,0.0001255324,0.9881902],"genre_scores_gemma":[0.0283228,0.0008072663,0.0001042164,0.001697176,0.001892652,0.00002389332,0.0001060991,0.00000226468,0.9670436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1700543,"threshold_uncertainty_score":0.9949859,"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."}}