{"id":"W2003143240","doi":"10.1364/sensors.2011.smb3","title":"Vertical Wall Affinity Sensor with Polarization Diversity","year":2011,"lang":"en","type":"article","venue":"","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Citation; Polarization (electrochemistry); Publishing; Computer science; World Wide Web; Diversity (politics); Information retrieval; Political science; 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":[0.0002289987,0.0003655897,0.0002638258,0.0003486176,0.000375422,0.0008980835,0.0005435297,0.001053059,0.00241372],"category_scores_gemma":[0.0004806125,0.0003287682,0.0001419578,0.000456175,0.0002940423,0.0009578509,0.001001028,0.0007733624,0.001038613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003720006,"about_ca_system_score_gemma":0.0001884017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003355971,"about_ca_topic_score_gemma":0.0005753784,"domain_scores_codex":[0.9994807,0.00006005877,0.00001558951,0.0001086157,0.0002579938,0.000077152],"domain_scores_gemma":[0.9996523,0.00009706754,0.00006149428,0.00002966735,0.0001252419,0.00003426702],"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":[0.0002070682,0.00005368819,0.001439484,0.0001038945,0.00001725736,0.0001162711,0.00005758413,0.0004290625,0.970293,0.001104698,0.001941106,0.0242369],"study_design_scores_gemma":[0.00002059473,0.0002326586,0.002809362,0.00001757797,0.00002992627,0.0005568154,0.0001136301,0.02130671,0.9684182,0.0005696922,0.00589068,0.0000341151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8206538,0.003081354,0.1285382,0.001589608,0.0005518458,0.0001306137,0.0006834044,0.001390431,0.04338075],"genre_scores_gemma":[0.9624014,0.0006024394,0.02615705,0.0004964211,0.00007025677,0.0000552495,0.0002329907,0.00002812251,0.009956166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00241372,"threshold_uncertainty_score":0.008074701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901020790407606,"score_gpt":0.1772090185890549,"score_spread":0.1581988106849788,"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."}}