{"id":"W2800631179","doi":"10.7939/r38k7579d","title":"Theoretical and Experimental Investigation on the Use of Surface Acoustic Wave Sensors for Evaluating the Adhesion of SU-8 Thin Films","year":2015,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surface acoustic wave; Adhesion; Acoustics; Materials science; Surface (topology); Thin film; Composite material; Physics; Nanotechnology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001038918,0.00007956602,0.0001205494,0.00003293703,0.00004097796,0.000007072726,0.0001410045,0.00007541486,0.00003743458],"category_scores_gemma":[0.000323523,0.00005585899,0.00003488064,0.00008076776,0.0004888006,0.0001812398,0.0001017428,0.00008239481,5.263292e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001196641,"about_ca_system_score_gemma":0.00002513246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004212849,"about_ca_topic_score_gemma":0.000001238427,"domain_scores_codex":[0.9995389,0.00005402902,0.0001001997,0.00008462038,0.000140286,0.00008195434],"domain_scores_gemma":[0.9981186,0.001587862,0.00006074586,0.0001786693,0.00002486707,0.00002920401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008086264,0.0001075305,0.002333903,0.0003346712,0.00023423,0.000004732436,0.03342601,0.5155174,0.2686845,0.1540183,0.02412417,0.0004059427],"study_design_scores_gemma":[0.0003038943,0.0002690703,0.0001751122,0.00007089399,0.00003564746,0.000001418789,0.01058591,0.7615067,0.2253724,0.001555576,0.0000499374,0.00007342154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986878,0.000071508,0.0001827678,0.0004164573,0.00002664827,0.0002298005,0.0000117788,0.00003884421,0.0003344202],"genre_scores_gemma":[0.9943347,0.00001108293,0.005523266,0.00001572584,0.000003158963,1.980022e-7,0.000005383783,0.00001138586,0.00009507244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2459894,"threshold_uncertainty_score":0.2277863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0558801992600872,"score_gpt":0.2225700708444259,"score_spread":0.1666898715843387,"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."}}