{"id":"W4205466798","doi":"10.1002/9783527626175.ch9","title":"Metal Scavengers","year":2008,"lang":"en","type":"other","venue":"","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"ChemRoutes (Canada)","funders":"","keywords":"Scavenger; Palladium; Ruthenium; Chemistry; Metal; Platinum; Tin; Inorganic chemistry; Organic chemistry; Radical; Catalysis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000006374414,0.00008217125,0.00008282303,0.00008639269,0.000007800002,0.000007176075,0.0000362684,0.00009834152,0.0213847],"category_scores_gemma":[0.000002256237,0.00007591266,0.00002741495,0.0000464399,0.000008274063,0.00002473272,0.000001826566,0.00006515843,0.001901076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006852869,"about_ca_system_score_gemma":0.000006347678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006890703,"about_ca_topic_score_gemma":0.00003653513,"domain_scores_codex":[0.9997715,0.00000183271,0.00005411896,0.0000566116,0.00005899747,0.00005690992],"domain_scores_gemma":[0.9998888,0.000003482272,0.000009781801,0.00006777978,0.000005028318,0.00002516351],"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":[9.602677e-8,0.000002167952,6.805982e-7,0.00002217716,0.000025555,0.000001838121,0.000007670528,0.00008470622,0.00003512996,0.0001535486,0.9991565,0.0005099758],"study_design_scores_gemma":[0.00003127557,0.000001381415,0.000001630764,0.000005766475,0.000003991106,0.000006629089,0.000004908661,0.0002305739,0.0002983783,0.000003740744,0.9993176,0.00009406397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[8.212955e-7,0.001332036,0.00206138,0.000007330733,0.0003821486,0.0000328602,0.000003127507,0.001258349,0.9949219],"genre_scores_gemma":[0.0002764913,0.001500141,0.0004973738,0.00003997534,0.000130998,0.000004880168,0.00001277123,0.0001971504,0.9973402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01948362,"threshold_uncertainty_score":0.998876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179662369053945,"score_gpt":0.2217475852131661,"score_spread":0.2099509615226267,"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."}}