{"id":"W4255789919","doi":"10.1515/iupac.81.0141","title":"Biosensor","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Environmental risk assessment; Computer science; Ecology; Risk assessment; Biology; Philosophy; Linguistics","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":[0.001124168,0.002173728,0.001337313,0.002968478,0.001133354,0.003036069,0.003188698,0.002398681,0.09356665],"category_scores_gemma":[0.007450291,0.000612181,0.001653988,0.004640433,0.0003828107,0.002231689,0.00254049,0.001963739,0.1879438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674289,"about_ca_system_score_gemma":0.0023792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01639888,"about_ca_topic_score_gemma":0.03709121,"domain_scores_codex":[0.9980114,0.0003013431,0.0002508935,0.0006631834,0.0005381451,0.0002351004],"domain_scores_gemma":[0.9976295,0.0005035258,0.0002193984,0.0007280261,0.0007381486,0.0001813495],"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":[0.00007030142,0.00002590735,0.001121393,0.0008574403,0.0000239883,0.00002320042,0.0000253862,0.0002786971,0.000168878,0.0009715204,0.9876588,0.008774504],"study_design_scores_gemma":[0.00006763679,0.00001543197,0.002542638,0.0003238748,0.00001955938,0.00006984167,0.00006827937,0.000448841,0.0003433398,0.002139897,0.9939388,0.0000218127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002274769,0.0002439903,0.0002691391,0.0001668977,0.00007235073,0.00002533286,0.9955717,0.0006432084,0.002779799],"genre_scores_gemma":[0.0004260022,0.0001187492,0.0005379001,0.0001074964,0.000008238245,0.00005459684,0.9972221,0.00005734433,0.001467563],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09356665,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009474284617648314,"score_gpt":0.3479384862877664,"score_spread":0.338464201670118,"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."}}