{"id":"W4234196668","doi":"10.1002/chin.200939280","title":"ChemInform Abstract: Chemical Exchange","year":2009,"lang":"en","type":"article","venue":"ChemInform","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Chemistry; Service (business); Nanotechnology; Combinatorial chemistry; Business; Marketing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001087877,0.00203562,0.001594153,0.002813237,0.002260758,0.002722711,0.002901981,0.001725615,0.6552818],"category_scores_gemma":[0.002228676,0.001139676,0.001010068,0.003021894,0.0005141469,0.00318368,0.002657084,0.00388077,0.283955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469628,"about_ca_system_score_gemma":0.002734849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001788435,"about_ca_topic_score_gemma":0.002252862,"domain_scores_codex":[0.9987825,0.00007367649,0.00005313008,0.0001893849,0.0007112307,0.0001901199],"domain_scores_gemma":[0.9991766,0.000103137,0.0000564798,0.0001636712,0.0003503025,0.000149814],"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":[0.0004594642,0.00008422812,0.0001146423,0.001265639,0.00005092262,0.0001255909,0.00004508595,0.0004779262,0.01526193,0.01118285,0.9259777,0.04495404],"study_design_scores_gemma":[0.0001948069,0.0000696395,0.0001907608,0.00007343349,0.0000341921,0.0001374463,0.00002698285,0.0007208149,0.03015459,0.002613006,0.9657403,0.00004404302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007359492,0.006841949,0.03314587,0.007453686,0.01778791,0.0008524266,0.1137918,0.03246319,0.7803036],"genre_scores_gemma":[0.07713611,0.01335039,0.01955839,0.00555273,0.004582399,0.001095321,0.1387852,0.01138698,0.7285526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6552818,"threshold_uncertainty_score":0.4916987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054791522277838,"score_gpt":0.2392503184519948,"score_spread":0.2287024032292164,"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."}}