{"id":"W2156970042","doi":"10.1002/chin.200419287","title":"Affinitychromic Polythiophenes: A Novel Bio‐Photonic Tool for High‐Throughput Screening and Diagnostics","year":2004,"lang":"en","type":"article","venue":"ChemInform","topic":"Molecular Sensors and Ion Detection","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Chemistry; Nanotechnology; Throughput; High-throughput screening; Photonics; Optoelectronics; Telecommunications; Biochemistry; Computer science","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":[0.0002774312,0.0004595838,0.0001622861,0.0003135112,0.0002662861,0.0006626482,0.0003943863,0.0005341277,0.002382157],"category_scores_gemma":[0.0003271074,0.0003489005,0.0001505005,0.000278084,0.0004220799,0.0004635593,0.0004189251,0.0006651962,0.00109396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003886184,"about_ca_system_score_gemma":0.0004820727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006775589,"about_ca_topic_score_gemma":0.001374844,"domain_scores_codex":[0.9997268,0.00004116929,0.000007620195,0.00004383376,0.0001325656,0.00004793887],"domain_scores_gemma":[0.9998357,0.00006282174,0.00002268787,0.000026055,0.00003094594,0.00002172793],"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":[0.00005118284,0.00002336383,0.0001741931,0.00009978161,0.000008241441,0.00009628464,0.00001894063,0.0003068778,0.9816143,0.001737143,0.000861169,0.01500852],"study_design_scores_gemma":[0.00001145578,0.00007382239,0.0004194376,0.000007245867,0.00001553422,0.0002799684,0.00001149568,0.002491362,0.9851801,0.0005263218,0.01097263,0.00001054555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.547139,0.01978481,0.3941562,0.002759484,0.0007658902,0.0004240413,0.001120054,0.00265767,0.03119295],"genre_scores_gemma":[0.8722937,0.007049489,0.09245603,0.0008571405,0.0001031537,0.0002220527,0.0004258759,0.00008783522,0.02650469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002382157,"threshold_uncertainty_score":0.007969141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316488157292126,"score_gpt":0.2260435645890718,"score_spread":0.2128786830161506,"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."}}