{"id":"W2943574807","doi":"10.1038/s41598-018-36514-w","title":"Gibbsian Thermodynamic Study of Capillary Meniscus Depth","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Meniscus; Capillary action; Geology; Mechanics; Thermodynamics; Physics; Mathematics; Geometry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001602299,0.0001295728,0.0002486259,0.000122801,0.0001648854,0.0001369084,0.000250233,0.00004763565,0.001683703],"category_scores_gemma":[0.00003867257,0.0001016004,0.00006415365,0.0003527422,0.000152056,0.0001745881,0.000095179,0.00006456361,0.0004091995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004084961,"about_ca_system_score_gemma":0.0001120984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002217454,"about_ca_topic_score_gemma":0.0001475591,"domain_scores_codex":[0.9976362,0.0001218412,0.0005405624,0.0007426282,0.0007057535,0.0002530364],"domain_scores_gemma":[0.9980383,0.00002411023,0.0002693653,0.001432118,0.0001483194,0.00008777662],"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":[0.000007118814,0.0002902327,0.03421899,0.00001090926,0.000004471856,0.00004394709,0.001920541,0.0002696482,0.9628407,0.00002707351,0.0002543653,0.0001120417],"study_design_scores_gemma":[0.0007205377,0.0002967448,0.0706916,0.00002994767,0.00003946399,0.0001424132,0.007153485,0.002133823,0.9129448,0.00168033,0.003634035,0.0005328443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861655,0.00004852054,0.00002302794,0.00002189538,0.0058888,0.0006342586,0.000001506348,0.00007521656,0.007141293],"genre_scores_gemma":[0.9961867,6.438777e-7,0.00009221446,0.0000105962,0.00001153255,0.00001279207,0.0000079977,0.00001362256,0.003663887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04989588,"threshold_uncertainty_score":0.9992289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465436493427005,"score_gpt":0.2470135830925766,"score_spread":0.2323592181583066,"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."}}