{"id":"W6989517964","doi":"","title":"An Automated Microsurgery System for Embryo Biopsy","year":2013,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microsurgery; Blastomere; Vibration; Embryo; Actuator; Nonlinear system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000297025,0.0005306198,0.0004517516,0.0007582219,0.0005477134,0.0004055674,0.001040343,0.0006868453,0.01705756],"category_scores_gemma":[0.0003140979,0.0003779442,0.0004333957,0.0003600154,0.0001830382,0.0004271822,0.0008535177,0.0004577361,0.006064706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004570037,"about_ca_system_score_gemma":0.0009721947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009892182,"about_ca_topic_score_gemma":0.001536048,"domain_scores_codex":[0.9993857,0.00003213072,0.00002867619,0.0001454566,0.0003756482,0.0000322739],"domain_scores_gemma":[0.9997384,0.00004330735,0.00003122073,0.00006536215,0.00009450295,0.00002715258],"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":[0.0002161504,0.00009676009,0.001380936,0.0002577977,0.00003329067,0.0002781358,0.00009709851,0.003527968,0.7032248,0.003353421,0.01436183,0.2731718],"study_design_scores_gemma":[0.0002199334,0.001195766,0.01777519,0.000119751,0.0001344737,0.004651764,0.00007603854,0.1435218,0.5365432,0.002181564,0.2932218,0.0003587507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05096364,0.0009347286,0.9033977,0.0004192558,0.0004911186,0.001223575,0.001738579,0.02110909,0.01972229],"genre_scores_gemma":[0.2178128,0.0007534132,0.7357574,0.0004688246,0.0001738124,0.001307163,0.002088068,0.0005218109,0.04111666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01705756,"threshold_uncertainty_score":0.05706322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001512541207057372,"score_gpt":0.1404301441350715,"score_spread":0.1389176029280141,"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."}}