{"id":"W3182977202","doi":"10.3791/62492","title":"Control of Cell Geometry through Infrared Laser Assisted Micropatterning","year":2021,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Micropatterning; Photolithography; Materials science; Nanotechnology; Fabrication; Laser; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005148952,0.0006587047,0.0004857752,0.0004702868,0.0005409375,0.0006642878,0.001280358,0.0005247761,0.001481996],"category_scores_gemma":[0.0005891895,0.0004650814,0.000375904,0.0004085339,0.0007120174,0.0004818033,0.000712372,0.001204653,0.001151239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005013967,"about_ca_system_score_gemma":0.0003197162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003830259,"about_ca_topic_score_gemma":0.0009517945,"domain_scores_codex":[0.9992616,0.00006591657,0.00008062838,0.000263194,0.0002466687,0.00008200289],"domain_scores_gemma":[0.9994519,0.0001854781,0.0001120637,0.0001642842,0.00005378839,0.00003246243],"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":[0.00001581692,0.0000126587,0.00005303152,0.00002539976,0.000001642775,0.00002070689,0.00002360718,0.0001586132,0.9971616,0.0001960983,0.00007368872,0.002257052],"study_design_scores_gemma":[0.000004504888,0.00002504914,0.0005167117,0.000002323961,0.000003933343,0.00006417522,0.000005909547,0.001574292,0.9960093,0.0000465855,0.001739575,0.000007602662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6088279,0.001708357,0.3750283,0.0002815039,0.0003271168,0.0006907067,0.001428922,0.00299006,0.008717098],"genre_scores_gemma":[0.6266615,0.002220664,0.3601031,0.0002345528,0.00007040115,0.0012674,0.001302673,0.0008419473,0.00729774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001481996,"threshold_uncertainty_score":0.004957795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305342909372642,"score_gpt":0.3956886278267238,"score_spread":0.3651543368894596,"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."}}