{"id":"W1744813163","doi":"10.48550/arxiv.1211.2458","title":"Survey of Extra-Low Frequency and Very-Low Frequency Magnetic Fields in Cell Culture Incubators","year":2012,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Magnetic and Electromagnetic Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Low frequency; Physics; Computer science; Telecommunications","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":[0.0003149033,0.0001740111,0.0003545509,0.0006649633,0.0002334501,0.0003025603,0.0001475161,0.0002378853,0.0007310919],"category_scores_gemma":[0.0005941177,0.0001596502,0.0001218237,0.0007729973,0.0002067601,0.0001872121,0.0002491653,0.0001914833,0.0002140493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872662,"about_ca_system_score_gemma":0.0001782684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242115,"about_ca_topic_score_gemma":0.001787316,"domain_scores_codex":[0.9996736,0.00006954667,0.00002924537,0.00005929447,0.0001158883,0.00005248542],"domain_scores_gemma":[0.999271,0.0002022658,0.0001666636,0.00005318989,0.0002439961,0.0000629063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001206284,0.00001190495,0.009379379,0.00007081209,0.000009022835,0.0000805967,0.0001367044,0.0001692041,0.9863123,0.00004069873,0.0000412755,0.00362732],"study_design_scores_gemma":[0.0000110517,0.0004751584,0.2394419,0.00002291421,0.00005211961,0.0005103401,0.0006660839,0.001159606,0.7538266,0.0000812642,0.003727976,0.00002493489],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925609,0.0008607705,0.004822468,0.00002864535,0.000008941876,0.00001730191,0.0002614675,0.00003439232,0.001404903],"genre_scores_gemma":[0.9921899,0.0008210103,0.005196433,0.00004945226,0.00001136924,0.00003537768,0.0004376624,0.00002014727,0.001238624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001242115,"threshold_uncertainty_score":0.002469718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799358889082652,"score_gpt":0.175193654608682,"score_spread":0.1572000657178555,"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."}}