{"id":"W1980393782","doi":"10.1039/c2lc40489c","title":"Combinatorial wetting in colour: an optofluidic nose","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Air Force Office of Scientific Research","keywords":"Wetting; Inverse; Nanotechnology; Software portability; Materials science; Chemistry; Chemical engineering; Computer science; Composite material; Mathematics; Engineering; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001488456,0.00007999648,0.00009696785,0.00002474446,0.00007087102,0.00002279798,0.00009907143,0.00002420249,0.0002648259],"category_scores_gemma":[0.000002866158,0.00007676433,0.00003090063,0.0001082214,0.00001467833,0.00009128474,0.00002498837,0.000127359,0.00007524842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001940245,"about_ca_system_score_gemma":0.00002194111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000094087,"about_ca_topic_score_gemma":0.000002610475,"domain_scores_codex":[0.9994253,0.00002818291,0.000117548,0.0001178624,0.00007393339,0.000237183],"domain_scores_gemma":[0.9996395,0.00003533456,0.0000395337,0.0001826966,0.000009149019,0.00009384337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001933759,0.001153375,0.05618051,0.00000411472,0.00001111401,3.958421e-7,0.001099955,0.000005581034,0.02580363,0.9107661,0.0004820814,0.004473834],"study_design_scores_gemma":[0.0130789,0.0006611782,0.2780794,0.0002192176,0.00008743071,0.00000400962,0.005092586,0.001578255,0.2783128,0.1551353,0.2655017,0.002249202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729711,0.0000211106,0.00005006564,0.00008418674,0.0001844374,0.0001449335,0.00001956686,0.00002154232,0.02650304],"genre_scores_gemma":[0.9992496,7.015631e-7,0.000078103,0.00007834733,0.0004490799,0.00005862316,0.00002969911,0.00001104935,0.00004483655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7556307,"threshold_uncertainty_score":0.3130358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372150386927843,"score_gpt":0.280898657599416,"score_spread":0.2671771537301376,"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."}}