{"id":"W4414001190","doi":"10.1002/jbio.202500235","title":"Non‐Invasive Study of Bacteria Mobility by Lithium Niobate Crystal‐Based Light‐Induced Photovoltaic Tweezers","year":2025,"lang":"en","type":"article","venue":"Journal of Biophotonics","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Materials science; Optical tweezers; Tweezers; Bacteria; Crystal (programming language); Counterion; Lithium niobate; Trapping; Optoelectronics; Optics; Chemistry; Ion; Physics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004430889,0.0002651243,0.0006035259,0.0003286453,0.00006037553,0.00004026425,0.0004246048,0.000254125,0.00001933445],"category_scores_gemma":[0.0001024306,0.0002223393,0.0001870881,0.0005341268,0.00007093017,0.00009952963,0.00007833466,0.0004628357,0.00000208729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044642,"about_ca_system_score_gemma":0.000205415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005561828,"about_ca_topic_score_gemma":0.00001916233,"domain_scores_codex":[0.9983494,0.00003945728,0.0008742797,0.0001942473,0.0002555087,0.0002871612],"domain_scores_gemma":[0.998773,0.00008449242,0.0003212405,0.0004716951,0.0002776836,0.00007182174],"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":[0.00009459499,0.0003911765,0.0009887391,0.0001579523,0.0001778496,0.00002648081,0.0002189439,0.00009355426,0.9894202,0.000001058792,0.008194502,0.0002349912],"study_design_scores_gemma":[0.001290604,0.0006866899,0.00132581,0.0002052031,0.0001115919,0.00001184938,0.001503628,0.0008722094,0.9910272,0.00004413136,0.002727241,0.0001938177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974405,0.0007328267,0.0002907637,0.00009232458,0.0007710789,0.0003520389,0.00002552313,0.0001077845,0.0001871938],"genre_scores_gemma":[0.99872,0.000336535,0.0008042854,0.00004553173,0.00001820238,0.000003855256,0.000002543801,0.00002323297,0.00004579936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00546726,"threshold_uncertainty_score":0.9066734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008479337457776676,"score_gpt":0.222863670014928,"score_spread":0.2143843325571513,"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."}}