{"id":"W2048095524","doi":"10.1117/12.686211","title":"Reconfigurable microfluidic chip based on a light-sensitive hydrogel","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microactuator; Microfluidics; Materials science; Microfabrication; Self-healing hydrogels; Polymer; Layer (electronics); Nanotechnology; Substrate (aquarium); Vinyl alcohol; Layer by layer; Methacrylate; Fabrication; Chemical engineering; Composite material; Actuator; Polymer chemistry; Polymerization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001494182,0.0003779929,0.0002907518,0.0003465113,0.0002409028,0.0003634769,0.001135744,0.0004228272,0.001946009],"category_scores_gemma":[0.0001561213,0.0002907219,0.0003000957,0.0001295643,0.0002350645,0.0003044792,0.00043444,0.0003354213,0.0007920208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005584235,"about_ca_system_score_gemma":0.0004559628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004869604,"about_ca_topic_score_gemma":0.0006608719,"domain_scores_codex":[0.999783,0.000009737068,0.00001341757,0.00009350978,0.00006281483,0.0000374832],"domain_scores_gemma":[0.999886,0.0000332457,0.00002571688,0.00001374293,0.0000198169,0.00002140161],"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":[0.00005193173,0.00004113784,0.0001867377,0.0000954041,0.00001278101,0.0001355478,0.00002754835,0.0004737097,0.987467,0.0006022159,0.0005558342,0.01035012],"study_design_scores_gemma":[0.00004339932,0.0001771345,0.00143329,0.00001430354,0.00002774893,0.0002976644,0.000009817656,0.006470077,0.9768426,0.0001380492,0.01450368,0.00004212633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6999942,0.004564495,0.2586576,0.001204112,0.001565517,0.0007933254,0.002631434,0.01000288,0.02058637],"genre_scores_gemma":[0.7827082,0.001347049,0.1956498,0.000833231,0.0001913887,0.0006324804,0.0006720932,0.0001090705,0.01785669],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001946009,"threshold_uncertainty_score":0.006510019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160285009146876,"score_gpt":0.2432643028701771,"score_spread":0.2272358019554895,"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."}}