{"id":"W2808843659","doi":"10.1038/s41433-018-0150-z","title":"Effects of ambient humidity on the Cochet–Bonnet aesthesiometer","year":2018,"lang":"en","type":"article","venue":"Eye","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Protein filament; Humidity; Relative humidity; Materials science; Composite material; Perpendicular; Analytical Chemistry (journal); Chemistry; Chromatography; Physics; Thermodynamics; Geometry; 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":[0.0001646637,0.00006200004,0.000122419,0.00003623107,0.00004411048,0.000003044236,0.00004572793,0.0000317838,0.00023134],"category_scores_gemma":[0.0002198758,0.00003577548,0.00006714536,0.0001306611,0.0001180512,0.00001135347,0.00001810182,0.00006487602,0.0001443068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008879156,"about_ca_system_score_gemma":0.00001511076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003001036,"about_ca_topic_score_gemma":0.000005093219,"domain_scores_codex":[0.9995168,0.00004168821,0.00008795032,0.00009909335,0.0001421558,0.0001123128],"domain_scores_gemma":[0.9994444,0.0002401151,0.00003361052,0.0002035711,0.00003333827,0.00004502922],"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":[0.004825287,0.005025331,0.2303357,0.001196309,0.0003953443,0.0002215383,0.005480111,0.000003969299,0.3468393,0.01013884,0.2352678,0.1602705],"study_design_scores_gemma":[0.0007180955,0.00144931,0.479395,0.0001613881,0.00005747138,0.000002426717,0.00005585631,0.0000333072,0.4639177,0.0005644304,0.053543,0.0001019862],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907996,0.00007976037,0.0000160835,0.001031975,0.0001701215,0.0001879918,7.787554e-7,0.00001901964,0.007694671],"genre_scores_gemma":[0.9975042,0.00001269173,0.00001323786,0.0017591,0.0001033557,0.000009168245,0.000001692543,0.000006329837,0.0005902554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2490593,"threshold_uncertainty_score":0.2533011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594442557970165,"score_gpt":0.2648825104383206,"score_spread":0.2489380848586189,"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."}}