{"id":"W7034104596","doi":"","title":"Studies on gas infusion and transfer of gas-infused water","year":2002,"lang":"en","type":"report","venue":"NPARC","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Water transfer; Carbon dioxide; Heat transfer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001169916,0.0002005283,0.0002758598,0.00004493162,0.00005628672,0.000005080953,0.00009562274,0.0002473277,0.00005271368],"category_scores_gemma":[0.00002050573,0.0001477101,0.00008266955,0.00003095169,0.0001099269,0.000001161847,0.00006168964,0.0001492861,0.000002680423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002474036,"about_ca_system_score_gemma":0.00004194812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002976344,"about_ca_topic_score_gemma":0.000006710883,"domain_scores_codex":[0.9990407,0.00001534946,0.0002660365,0.0003362914,0.0001522076,0.0001894554],"domain_scores_gemma":[0.9994059,0.000006553715,0.00005493403,0.0003245405,0.0001722884,0.00003575406],"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":[0.00002073969,0.00004012169,0.00001001783,0.00009095622,0.00005211041,8.189879e-7,0.00004002799,0.000002487004,0.9817712,0.00005248594,0.01242242,0.005496574],"study_design_scores_gemma":[0.0001148977,0.0003179763,0.000004050296,0.00006169808,0.00002972552,0.000009800297,0.000008896722,0.000001569407,0.7695071,0.0005161374,0.2292937,0.0001344199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526064,0.004728507,0.001721294,0.0005493319,0.0001574462,0.0008813721,0.0001464528,0.00005562353,0.03915353],"genre_scores_gemma":[0.8900548,0.09844805,0.002241592,0.0001831746,0.0003096365,0.0001925985,0.0004506856,0.00008511701,0.008034383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2168713,"threshold_uncertainty_score":0.6023445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400422397577459,"score_gpt":0.3363863647724397,"score_spread":0.3123821407966651,"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."}}