{"id":"W2765968445","doi":"10.1017/s1551929517000980","title":"Less is More: Longer Exposure Times with Low Light Intensity is Less Photo-Toxic","year":2017,"lang":"en","type":"article","venue":"Microscopy Today","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Multiple exposure; Intensity (physics); Materials science; Optics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001520614,0.0004984936,0.0004405358,0.00005935157,0.0005645823,0.0002297584,0.001016109,0.0004149374,0.0001193284],"category_scores_gemma":[0.0000398121,0.0004272914,0.0001511179,0.00007021547,0.0006240679,0.00003517087,0.0004887696,0.0003108803,0.00004328458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005052663,"about_ca_system_score_gemma":0.0001167005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008601793,"about_ca_topic_score_gemma":0.00006039705,"domain_scores_codex":[0.9978359,0.00003213866,0.0003032474,0.0009803557,0.000218178,0.0006302319],"domain_scores_gemma":[0.9972281,0.000006094849,0.0003033874,0.00202139,0.0002770035,0.0001640473],"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":[0.0003033465,0.0001093543,0.01566813,0.00004838735,0.00006675748,0.00002862702,0.0003308016,7.357999e-7,0.9458709,0.000004213728,0.03637482,0.001193874],"study_design_scores_gemma":[0.0005853489,0.0003978493,0.002207096,0.0001906023,0.00003196603,0.0000426158,0.0002213699,0.000007541212,0.9755301,0.00003422133,0.02017581,0.000575473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871392,0.001023464,0.008687906,0.001177532,0.0002504723,0.0004955725,0.0001442114,0.00009513739,0.0009865271],"genre_scores_gemma":[0.9612349,0.0004158415,0.02483291,0.003474772,0.0002627601,0.0000739758,0.00009366608,0.0001366644,0.009474518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02965916,"threshold_uncertainty_score":0.9998179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008709525997323383,"score_gpt":0.2798360093394871,"score_spread":0.2711264833421637,"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."}}