{"id":"W2047649118","doi":"10.1021/ac0490806","title":"Solid-Phase Microextraction Field Sampler","year":2004,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Solid-phase microextraction; Sorbent; Fiber; Chemistry; Sampling (signal processing); Seal (emblem); Chromatography; Sample preparation; Sample (material); Process engineering; Adsorption; Gas chromatography–mass spectrometry; Computer science; Mass spectrometry; Telecommunications","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":[0.001316751,0.0007953335,0.0008890358,0.000597176,0.000429627,0.0003941358,0.0008590258,0.0008251467,0.004077958],"category_scores_gemma":[0.0009529605,0.0003235059,0.0003165142,0.0003664336,0.000327833,0.0005621251,0.0004731112,0.0006365054,0.002398842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003770627,"about_ca_system_score_gemma":0.0006969761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004931436,"about_ca_topic_score_gemma":0.001089451,"domain_scores_codex":[0.9986342,0.0002003927,0.00009576405,0.0003716952,0.0006414094,0.0000565909],"domain_scores_gemma":[0.9989237,0.0003650405,0.0001020601,0.00009474155,0.0004368818,0.00007749013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002210427,0.000160063,0.0006517061,0.0002051214,0.00001335715,0.00005194063,0.00002721252,0.0002309407,0.9839481,0.0002035689,0.0004588617,0.01382811],"study_design_scores_gemma":[0.000127658,0.00189608,0.003299846,0.00002325958,0.00005642208,0.0005315958,0.0000295082,0.006529979,0.9675405,0.0002557964,0.01966934,0.00004003291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3541583,0.002856523,0.6201918,0.0004258328,0.0006544379,0.00624889,0.004554216,0.003696058,0.007214012],"genre_scores_gemma":[0.322897,0.002405173,0.6472878,0.0008092913,0.0002850593,0.003192196,0.004605211,0.0002034534,0.01831482],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004077958,"threshold_uncertainty_score":0.01364219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212178888106496,"score_gpt":0.3698804807352298,"score_spread":0.3486625919245802,"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."}}