{"id":"W4394229985","doi":"10.6084/m9.figshare.9907895","title":"Inhalation exposure to volatile organic compounds in the printing industry","year":2019,"lang":"en","type":"dataset","venue":"Figshare","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inhalation; Inhalation exposure; Environmental chemistry; Waste management; Environmental science; Chemistry; Business; Process engineering; Engineering; Anesthesia; Medicine","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":[0.00008522287,0.0001684755,0.0001905921,0.0001154579,0.0001772734,0.0002655357,0.0003567976,0.0002035602,0.2062937],"category_scores_gemma":[0.0002956555,0.0001252669,0.00004515127,0.00007977724,0.000006241478,0.00008975562,0.0001920095,0.000650307,0.00168077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003772242,"about_ca_system_score_gemma":0.00005171384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009590439,"about_ca_topic_score_gemma":0.003083783,"domain_scores_codex":[0.9991807,0.00004408938,0.000246406,0.0001905508,0.0001889964,0.0001492436],"domain_scores_gemma":[0.9992322,0.0001409248,0.000140796,0.0003504015,0.0001189113,0.00001676413],"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":[0.000001441711,0.00001471986,0.00003975484,0.0001378735,0.000007457012,0.00000260995,0.002096046,6.11768e-7,2.561452e-7,0.00002540085,0.9975681,0.0001057615],"study_design_scores_gemma":[0.00005248811,0.00004249385,0.0007710499,0.000963766,0.000006550635,9.998747e-7,0.000697382,0.000004095722,0.000001545111,0.00001995734,0.997278,0.0001616264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002073161,0.00006090652,2.817617e-8,0.0003740169,0.0001009866,0.0004755149,0.9962759,0.00003588194,0.00246946],"genre_scores_gemma":[0.004582922,0.000001962629,0.000002539421,0.001151068,0.0004345113,0.0002152525,0.9922875,0.00001208232,0.001312221],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2046129,"threshold_uncertainty_score":0.9990965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075257504059839,"score_gpt":0.281231585070076,"score_spread":0.173705834664092,"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."}}