{"id":"W2013115583","doi":"10.1016/j.talanta.2014.04.037","title":"Molecular imprinted polymer-coated optical fiber sensor for the identification of low molecular weight molecules","year":2014,"lang":"en","type":"article","venue":"Talanta","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Chemistry; Maltol; Fiber Bragg grating; Molecularly imprinted polymer; Optical fiber; Fiber optic sensor; Polymer; Detection limit; Fiber; Analytical Chemistry (journal); Selectivity; Optics; Chromatography; Organic chemistry","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":[0.0003283532,0.0007201745,0.0004256386,0.0005961476,0.0002443845,0.000278071,0.00116096,0.0008834835,0.001064411],"category_scores_gemma":[0.0005171229,0.0003418017,0.00028902,0.0003395616,0.0003099499,0.0006188723,0.0002460592,0.0008139178,0.0008852877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004024204,"about_ca_system_score_gemma":0.0003218926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006735897,"about_ca_topic_score_gemma":0.00213399,"domain_scores_codex":[0.9994375,0.00009169777,0.00001795707,0.000130573,0.0002731237,0.00004917993],"domain_scores_gemma":[0.9997202,0.00009019073,0.00005417797,0.00001715504,0.00007493028,0.00004331854],"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":[0.0001140387,0.00004930557,0.0001456715,0.00006392199,0.00001495464,0.00004101488,0.00001161361,0.0001351486,0.9917282,0.00008355672,0.0001857455,0.007426839],"study_design_scores_gemma":[0.000007477312,0.000163712,0.0007463826,0.000003947925,0.00001828788,0.0001431503,0.00000590158,0.005255017,0.9924635,0.00001772232,0.001164665,0.00001020675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7104664,0.01573641,0.258786,0.0006185947,0.0007705568,0.0002801784,0.0007934676,0.002781886,0.009766624],"genre_scores_gemma":[0.8199663,0.005040351,0.1605562,0.0006969227,0.0001603636,0.0001457416,0.0005326045,0.00009934486,0.0128022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00116096,"threshold_uncertainty_score":0.003560841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004916628223951028,"score_gpt":0.2157410320734658,"score_spread":0.2108244038495148,"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."}}