{"id":"W2068692170","doi":"10.1021/am900306a","title":"Water-Based Oxygen-Sensor Films","year":2009,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Materials science; Quantum yield; Iridium; Luminescence; Analytical Chemistry (journal); Oxygen; Aqueous solution; Absorption (acoustics); Oxygen sensor; Photochemistry; Nuclear chemistry; Physical chemistry; Chemistry; Organic chemistry; Fluorescence; Catalysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003052447,0.0003162111,0.0003711505,0.0001197816,0.00007742963,0.000266288,0.0004837106,0.0001700452,0.001831323],"category_scores_gemma":[0.00001679915,0.0002477558,0.00001812424,0.0001011435,0.00004882856,0.0000936174,0.00007192295,0.0001619012,0.00194914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006832119,"about_ca_system_score_gemma":0.00001406805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009950294,"about_ca_topic_score_gemma":0.000001080086,"domain_scores_codex":[0.9982481,0.00002962789,0.000425891,0.0003387861,0.0002881981,0.0006694029],"domain_scores_gemma":[0.9993082,0.00004693817,0.00003428449,0.0004837483,0.00003747764,0.00008930711],"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":[0.00004506838,0.00003239508,0.000002002163,0.00008067965,0.00003217635,0.000006804028,0.0002485438,0.0003026285,0.9963874,0.0001256797,0.002446915,0.000289772],"study_design_scores_gemma":[0.0003954943,0.00006941886,0.00004083405,0.00003164123,0.00001227027,0.000003463306,0.0000727796,0.00003364581,0.9980053,0.00008817673,0.0009272191,0.0003197588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927118,0.00007414891,0.00006774145,0.000246113,0.0004963642,0.0003338848,0.00003664964,0.0008491789,0.005184122],"genre_scores_gemma":[0.9983118,0.00002278143,0.0009019948,0.0001609236,0.0001902325,0.00003956713,0.00003904565,0.00007693403,0.0002566837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005600041,"threshold_uncertainty_score":0.9999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078857709263707,"score_gpt":0.2299568422650685,"score_spread":0.2191682651724315,"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."}}