{"id":"W2014341684","doi":"10.1016/j.bpj.2012.11.1138","title":"Mapping the Evolution of Molecular Flow Fields in Migrating Cells with Time-Resolved STICCS","year":2013,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Total internal reflection fluorescence microscope; Temporal resolution; Frame rate; Chemistry; Computer science; Microscopy; Physics; Artificial intelligence; Optics","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":[0.0001623019,0.0002053226,0.0002470017,0.000766944,0.0003162436,0.0005296016,0.0002811661,0.0004390158,0.000762703],"category_scores_gemma":[0.0007903851,0.0002083868,0.0001558676,0.0004682886,0.0006260122,0.0004500143,0.000363653,0.0006453816,0.0001376754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004358547,"about_ca_system_score_gemma":0.0003298894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551158,"about_ca_topic_score_gemma":0.001929047,"domain_scores_codex":[0.9999182,0.000008700899,0.000003541155,0.00001471037,0.00003224746,0.00002252421],"domain_scores_gemma":[0.9995938,0.0001272974,0.00008354785,0.00004115152,0.00007847569,0.00007575062],"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":[0.0002036741,0.00007224253,0.006492371,0.00006398937,0.00002498426,0.0003184239,0.0002136203,0.01028877,0.9659768,0.001999785,0.0004227745,0.01392247],"study_design_scores_gemma":[0.00005405831,0.000256943,0.0590484,0.00002621151,0.00003764945,0.0006603738,0.0002895592,0.5527171,0.3822007,0.002270442,0.00234545,0.00009316525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833525,0.0001552449,0.01513459,0.00007832218,0.0000222182,0.00001480862,0.0000961417,0.0001276715,0.001018383],"genre_scores_gemma":[0.9947207,0.000123198,0.004536927,0.00001812699,0.00001386893,0.00001025302,0.00006875485,0.00002046127,0.0004876762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001551158,"threshold_uncertainty_score":0.003162384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00586754522600005,"score_gpt":0.199146721619819,"score_spread":0.193279176393819,"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."}}