{"id":"W1981408448","doi":"10.1063/1.1568541","title":"Differential pressure experiment to probe hole growth in freely standing polymer films","year":2003,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Thin film; Polystyrene; Polymer; Glass transition; Standing wave; Optics; Composite material; Nanotechnology; Physics","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":[0.0007760335,0.000176667,0.0003776182,0.0001266511,0.0001315287,0.0001817458,0.0003659045,0.00004120858,0.003862918],"category_scores_gemma":[0.00007507442,0.0001351026,0.0000636153,0.0003272628,0.0001129786,0.000199006,0.0001453666,0.00005188,0.00009239123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003782438,"about_ca_system_score_gemma":0.00006989994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007103392,"about_ca_topic_score_gemma":0.000004049305,"domain_scores_codex":[0.9979385,0.0001512029,0.0005653031,0.0004463414,0.0005350661,0.0003635764],"domain_scores_gemma":[0.9992878,0.00000665884,0.000166533,0.0003445239,0.00008852201,0.0001059069],"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":[0.00001671418,0.0001081086,0.0005897595,0.002524975,0.000006879885,9.893803e-7,0.0002678965,9.011793e-7,0.9906284,0.00448886,0.0003810469,0.0009855079],"study_design_scores_gemma":[0.0002717338,0.00006440829,0.0002073949,0.00421517,0.00001740847,0.000001584363,0.00004354176,0.00005290692,0.990371,0.0001012745,0.00446094,0.0001926395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991742,0.00364337,0.0000342412,0.00005918797,0.002054545,0.0007475344,0.00008809884,0.00001677807,0.001614287],"genre_scores_gemma":[0.9969301,0.0005336169,0.0008871631,0.00008673526,0.00001361509,0.00007736334,0.00001299316,0.00001377067,0.001444643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005188143,"threshold_uncertainty_score":0.9970477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063466986124706,"score_gpt":0.257750465363874,"score_spread":0.237115795502627,"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."}}