{"id":"W1967266449","doi":"10.1021/ac801165v","title":"Fluorescence Sensor Array for Metal Ion Detection Based on Various Coordination Chemistries: General Performance and Potential Application","year":2008,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University; Lubrizol; Bowling Green State University; Alfred P. Sloan Foundation","keywords":"Chemistry; Fluorescence; Metal ions in aqueous solution; Metal; Analytical Chemistry (journal); Electrolyte; Linear discriminant analysis; Selectivity; Chromatography; Electrode; Physical chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000360735,0.0007505486,0.0006793523,0.0003236265,0.0002991271,0.0005329304,0.00111245,0.001223702,0.00180846],"category_scores_gemma":[0.0003965308,0.0004898653,0.0003323599,0.0003691072,0.0003402942,0.0005369843,0.0005041824,0.0005231874,0.001301544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005450415,"about_ca_system_score_gemma":0.0002526187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007001294,"about_ca_topic_score_gemma":0.0008879619,"domain_scores_codex":[0.9995721,0.00004847449,0.00001688326,0.0001871882,0.0001253373,0.0000499965],"domain_scores_gemma":[0.9998258,0.00004973765,0.00002543781,0.00001394957,0.00005637831,0.00002880492],"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":[0.00007118027,0.0000134407,0.0001681161,0.0001041437,0.000008424655,0.00003190825,0.00001432122,0.000247666,0.9879408,0.0001200329,0.0003298126,0.01095008],"study_design_scores_gemma":[0.00001715872,0.0002262784,0.00103345,0.000008836687,0.00003390787,0.0006198377,0.00001502923,0.00593641,0.9840188,0.000115985,0.00795195,0.00002237026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3930501,0.01488278,0.5730282,0.001380024,0.0003072323,0.0003927528,0.001158935,0.008246696,0.007553238],"genre_scores_gemma":[0.4175214,0.004786562,0.5645209,0.0008552949,0.0001045303,0.0004214328,0.0007842769,0.0001565413,0.01084911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00180846,"threshold_uncertainty_score":0.006049931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008126715788128484,"score_gpt":0.209795460424488,"score_spread":0.2016687446363595,"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."}}