{"id":"W2045084192","doi":"10.1021/es501961k","title":"Beyond Safe Operating Space: Finding Chemical Footprinting Feasible","year":2014,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Rijksinstituut voor Volksgezondheid en Milieu","keywords":"Footprinting; Space (punctuation); Chemical space; Biochemical engineering; Computer science; Chemistry; Engineering; Gene; Biochemistry; Base sequence; Drug discovery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008601131,0.00113718,0.001442751,0.001159367,0.0009304269,0.001768864,0.001535992,0.00148963,0.01320333],"category_scores_gemma":[0.007360827,0.0008319523,0.001165576,0.001307789,0.001594155,0.004367181,0.002032296,0.00138103,0.001289808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006638878,"about_ca_system_score_gemma":0.002141863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00406317,"about_ca_topic_score_gemma":0.004965121,"domain_scores_codex":[0.9993905,0.0001319271,0.00002776422,0.0001575693,0.000180048,0.0001121991],"domain_scores_gemma":[0.9970451,0.002000642,0.0001708244,0.000329468,0.0002981692,0.0001557915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007625393,0.0004110225,0.005411013,0.001225154,0.0001134393,0.0004104421,0.0005075617,0.5597411,0.00823672,0.08050557,0.01480249,0.327873],"study_design_scores_gemma":[0.00006451669,0.0003027572,0.0007603396,0.0001479016,0.00004306362,0.0001176089,0.0004413874,0.7755839,0.005205419,0.208541,0.00874846,0.0000436942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.222256,0.00247336,0.7251019,0.001700073,0.0001893159,0.0003998818,0.002567077,0.002665499,0.04264694],"genre_scores_gemma":[0.6201153,0.0009668578,0.3681656,0.0002035992,0.00006420944,0.0001727944,0.001994903,0.0006701828,0.007646477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01320333,"threshold_uncertainty_score":0.04416949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003331618110002623,"score_gpt":0.1917664515547698,"score_spread":0.1884348334447672,"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."}}