{"id":"W4412178831","doi":"10.1093/sleepadvances/zpaf036","title":"Bridging the gap between lab and field sleep studies: a proof-of-concept for studying wild rats in semi-captive environments","year":2025,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Centre National de la Recherche Scientifique","keywords":"Bridging (networking); Proof of concept; Sleep (system call); Field (mathematics); Computer science; Neuroscience; Psychology; Nanotechnology; Mathematics; Materials science; Programming language; Operating system; Pure mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003971972,0.0001716972,0.0003204731,0.0001346513,0.0002889414,0.00003370473,0.0003475971,0.00004746694,0.000004586379],"category_scores_gemma":[0.001112975,0.0001248194,0.00005084496,0.0004131666,0.0002888802,0.000235692,0.0002774518,0.0002274903,9.83577e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005107616,"about_ca_system_score_gemma":0.00001783081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001182032,"about_ca_topic_score_gemma":0.00002713681,"domain_scores_codex":[0.9983195,0.0001747051,0.0003196093,0.0004949012,0.0002991036,0.0003921645],"domain_scores_gemma":[0.9969997,0.002582135,0.0001117537,0.0002422719,0.00002475544,0.00003936882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002196179,0.0001918679,0.05713165,0.0002315786,0.0001472843,0.00001210716,0.006278337,0.002044782,0.008020132,0.001011434,0.0001075483,0.9246036],"study_design_scores_gemma":[0.001557713,0.0003255092,0.001611248,0.0002847338,0.00005566541,9.00284e-7,0.005102224,0.002698589,0.9797014,0.005056602,0.003357477,0.0002479212],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976862,0.008797972,0.009698839,0.00185551,0.0003267427,0.00187757,0.00003797407,0.00002336301,0.0005200685],"genre_scores_gemma":[0.9988022,0.0002333364,0.00009994097,0.0002794337,0.00007222759,0.0003272887,0.000001059216,0.00001144322,0.0001730661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9716813,"threshold_uncertainty_score":0.5089989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06885283476370671,"score_gpt":0.3579071411977097,"score_spread":0.289054306434003,"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."}}