{"id":"W206258597","doi":"10.2144/000113250","title":"A Simplified, 96-well–Adapted, ATP Luminescence–Based Motility Assay","year":2009,"lang":"en","type":"article","venue":"BioTechniques","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National Du Cancer; Fondation de France; Institute of Cancer Research; Institut National de la Santé et de la Recherche Médicale","keywords":"Motility; Chemotaxis; Luminescence; Membrane; Fluorescence; Plate reader; SIGNAL (programming language); Biophysics; Chemistry; Cell biology; Chromatography; Biology; Biochemistry; Materials science; Optics; Computer science; Optoelectronics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002309389,0.000185371,0.0001432422,0.00006051776,0.00009207561,0.00003729538,0.0002251161,0.0002990725,0.00009502564],"category_scores_gemma":[0.00007293592,0.0001776106,0.0001566759,0.0001096214,0.00003284822,0.000005511326,0.0000469827,0.0001522148,0.00002120525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002487638,"about_ca_system_score_gemma":0.0000521478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003833316,"about_ca_topic_score_gemma":0.0000112517,"domain_scores_codex":[0.998971,0.00005127143,0.0002176193,0.0003914816,0.0001262792,0.0002423786],"domain_scores_gemma":[0.9991874,0.000008243942,0.00007615131,0.0005381219,0.00009995492,0.00009011705],"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":[0.00003904577,0.0001398045,0.00005925931,0.000005202912,0.000009079142,0.000003519493,0.000005649757,0.000001395755,0.9870664,0.0004228303,0.006409391,0.0058384],"study_design_scores_gemma":[0.0001138129,0.0003221746,0.0002257458,0.00001398745,0.000008723057,0.000006570464,0.000007100913,0.0006867484,0.7608338,0.0002276995,0.2374029,0.0001507594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.291704,0.001037764,0.6772211,0.00540104,0.0005663253,0.001223678,0.00009537945,0.0006610142,0.02208973],"genre_scores_gemma":[0.9918758,0.00009632596,0.005733745,0.00131128,0.0001489876,0.00001668857,0.0001669168,0.00001758544,0.0006326204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7001718,"threshold_uncertainty_score":0.7242751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222610235005309,"score_gpt":0.2642650304908203,"score_spread":0.2520389281407672,"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."}}