{"id":"W2113725172","doi":"10.1016/j.jcis.2005.11.033","title":"Measurement of thickness and composition of a solvent film on a bubble","year":2005,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bubble; Solvent; Composition (language); Materials science; Chemical engineering; Chemistry; Organic chemistry; Mechanics; Physics; Engineering; Art; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.0008734762,0.0000542561,0.0001290788,0.0001719725,0.00002865003,0.00001217623,0.00009415283,0.00002031992,0.000004682007],"category_scores_gemma":[0.00002228062,0.00004358154,0.00001485315,0.0002785974,0.0001891503,0.0001947277,0.00002093009,0.00008963425,1.79673e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007815177,"about_ca_system_score_gemma":0.00004619642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001024917,"about_ca_topic_score_gemma":1.316952e-7,"domain_scores_codex":[0.9992697,0.000005717837,0.0003059864,0.00005173232,0.0002966598,0.00007026659],"domain_scores_gemma":[0.9992931,0.000007217493,0.0001440195,0.00005222789,0.0004822738,0.00002119733],"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":[0.00002461876,0.00002560192,0.00003593344,0.00003485651,0.000007183608,6.238762e-8,0.0002946683,0.0002759148,0.9957539,0.0008925874,0.0003546405,0.002300001],"study_design_scores_gemma":[0.0002004021,0.0002899375,0.0006091116,0.0003260175,0.000005332739,0.00002666128,0.0001138651,0.001758045,0.9959177,0.00008147951,0.0006301293,0.00004133863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099936,0.0006862798,0.08802637,0.0001108637,0.00009220745,0.00006089126,0.000002029276,0.0000063272,0.001021476],"genre_scores_gemma":[0.998462,0.00005711273,0.001431224,0.00002230293,0.00001540436,5.36782e-7,6.313522e-8,0.000002772258,0.000008580187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08846844,"threshold_uncertainty_score":0.1777204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329006849421498,"score_gpt":0.252186459191113,"score_spread":0.2388963906968981,"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."}}