{"id":"W7031758401","doi":"","title":"","year":2023,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"State Key Laboratory of Biochemical Engineering; Instituto de Salud Carlos III; National Institutes of Health; Natural Science Foundation of Hebei Province; Chinese Academy of Sciences; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; National Natural Science Foundation of China; Helsingin Yliopisto","keywords":"Hazardous waste; Field (mathematics); Toxicity; Nanotoxicology; Risk assessment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000325327,0.0008701941,0.0007956696,0.001738681,0.0007919804,0.004213129,0.0006727059,0.000850798,0.1198888],"category_scores_gemma":[0.001234661,0.0003419304,0.000557808,0.002165575,0.0005949915,0.001983595,0.0009682526,0.001731626,0.09095233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007926826,"about_ca_system_score_gemma":0.001393363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001632397,"about_ca_topic_score_gemma":0.004356036,"domain_scores_codex":[0.999575,0.00003197844,0.00001867878,0.0000716647,0.0002829468,0.0000196582],"domain_scores_gemma":[0.9996027,0.0001096746,0.00002024467,0.00003671421,0.0001807466,0.00004988372],"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":[0.00001988209,0.00002544524,0.0001038038,0.0003261358,0.000007442448,0.0000561422,0.00007316356,0.0002815228,0.000990906,0.01056081,0.8219007,0.165654],"study_design_scores_gemma":[0.000001343384,0.000006969541,0.0001238493,0.00008575172,0.000001973713,0.00007155886,0.00001988782,0.00005497371,0.0001144327,0.002315352,0.9972005,0.000003370359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001307972,0.1117753,0.008139437,0.01110869,0.03154038,0.0001151103,0.003356334,0.001241334,0.8314155],"genre_scores_gemma":[0.002609625,0.04260449,0.00379009,0.002526319,0.002573086,0.00004641616,0.001423566,0.0003660335,0.9440604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8801112,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1808907751407112,"score_gpt":0.3591599550864396,"score_spread":0.1782691799457284,"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."}}