{"id":"W2927248359","doi":"10.31438/trf.hh2014.119","title":"\"GECKOFLUIDICS\": A NEW CONCEPT IN REVERSIBLE BONDING OF MICROFLUIDIC CHANNELS","year":2014,"lang":"en","type":"article","venue":"2014 Solid-State, Actuators, and Microsystems Workshop Technical Digest","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microfluidics; Materials science; Elastomer; Thermoplastic; Thermoplastic elastomer; Adhesive; Molding (decorative); Nanotechnology; Polymer; Adhesive bonding; Bonding strength; Composite material; Polymer science; Layer (electronics); Copolymer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000441869,0.0004153926,0.0007434802,0.0003569344,0.0001566483,0.0001026738,0.0002987873,0.0003384789,0.00004414961],"category_scores_gemma":[0.0001361689,0.0004153211,0.0001599104,0.0004651743,0.0001493175,0.0003679192,0.0001057935,0.000483355,0.00004894221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774049,"about_ca_system_score_gemma":0.00006905101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003991314,"about_ca_topic_score_gemma":0.000167636,"domain_scores_codex":[0.9976844,0.00008445991,0.0009308832,0.0004653392,0.0002110057,0.0006238671],"domain_scores_gemma":[0.9985759,0.0004036622,0.0001576092,0.0004669839,0.0000829397,0.0003129051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007397041,0.0001928818,0.007618378,0.000465138,0.0001230583,0.00001513299,0.003568193,0.001298409,0.6627477,0.0009394307,0.3175418,0.005415838],"study_design_scores_gemma":[0.003673683,0.0003755321,0.003721371,0.003388847,0.0001371415,0.0002860562,0.001750419,0.003085733,0.3761148,0.001990437,0.6029999,0.002476119],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8742307,0.01364086,0.1034249,0.0002885156,0.003431424,0.001300732,0.0001170105,0.001127563,0.002438348],"genre_scores_gemma":[0.994245,0.002864131,0.0002730178,0.00004102993,0.000196757,0.0000254022,0.00002850898,0.00008565024,0.002240538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.286633,"threshold_uncertainty_score":0.9998299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008231333990922246,"score_gpt":0.2351984647786357,"score_spread":0.2269671307877135,"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."}}