{"id":"W2033883629","doi":"10.3390/ma7010484","title":"Plastron Respiration Using Commercial Fabrics","year":2014,"lang":"en","type":"article","venue":"Materials","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Trent University; Nottingham Trent University","keywords":"Membrane; Oxygen; Carbon dioxide; Respiration; Chemistry; Materials science; Chemical engineering; Botany; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002683063,0.0007060106,0.000184068,0.0003794303,0.0001469142,0.0002215182,0.0002802086,0.0002738324,0.003968706],"category_scores_gemma":[0.0003758268,0.0002012337,0.0003222871,0.00036664,0.0001404156,0.0003424031,0.0002597462,0.0004009523,0.000826959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808226,"about_ca_system_score_gemma":0.0001115042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000218147,"about_ca_topic_score_gemma":0.0004279736,"domain_scores_codex":[0.9997808,0.00001782331,0.00001864057,0.00007773063,0.00007279318,0.00003221088],"domain_scores_gemma":[0.9996874,0.00007592002,0.0001353023,0.00004088966,0.00003960302,0.00002099229],"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":[0.00006403637,0.00002074239,0.0001185662,0.0001574337,0.000004658196,0.00005615164,0.00002560237,0.00005626179,0.9946234,0.00007910491,0.000102981,0.004691171],"study_design_scores_gemma":[0.00001475257,0.0005239006,0.003169748,0.00002925088,0.00002536102,0.0004286359,0.00002839833,0.0004061137,0.9825671,0.0000421054,0.01275384,0.00001066181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600279,0.002359298,0.02279883,0.0001467734,0.0001471894,0.0003519534,0.001206109,0.0009063673,0.01205556],"genre_scores_gemma":[0.9351105,0.003079332,0.04183216,0.0001552128,0.00004529559,0.0004621671,0.001850808,0.00030517,0.0171594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003968706,"threshold_uncertainty_score":0.0132767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04350420732134794,"score_gpt":0.2713428100742445,"score_spread":0.2278386027528966,"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."}}