{"id":"W7005583819","doi":"","title":"Recent progress in diagnostics of civil structures by laser vibrometry","year":2004,"lang":"en","type":"article","venue":"Università Politecnica delle Marche (Università Politecnica delle Marche)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005294924,0.0007037185,0.0008390282,0.001326163,0.0002542444,0.00005481632,0.00183932,0.0006367847,0.0004146205],"category_scores_gemma":[0.0002894703,0.0008258233,0.0005364647,0.001910156,0.001192721,0.0000716697,0.001942105,0.0007351671,0.00002879134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007365175,"about_ca_system_score_gemma":0.0005995418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006686816,"about_ca_topic_score_gemma":0.0009975348,"domain_scores_codex":[0.9955337,0.0003942153,0.0007248404,0.001304156,0.0007130015,0.001330089],"domain_scores_gemma":[0.9965037,0.0002218113,0.0004700998,0.001750783,0.0004679155,0.0005857348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008861659,0.01292003,0.07621605,0.001903552,0.005893685,0.00307842,0.007061902,0.004540321,0.3287297,0.03648853,0.4042837,0.1100225],"study_design_scores_gemma":[0.00880646,0.001505206,0.004639373,0.0002846097,0.0006160988,0.0001183169,0.004551627,0.0003175605,0.2176453,0.004297945,0.7546009,0.002616537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388528,0.01575134,0.003876373,0.00360934,0.0001150377,0.001502052,0.000581069,0.0002742806,0.03543765],"genre_scores_gemma":[0.9760921,0.01373718,0.00521609,0.0003673284,0.0001057832,0.000009126161,0.0009560123,0.0001180104,0.003398366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3503173,"threshold_uncertainty_score":0.9994193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007078239147608012,"score_gpt":0.2397434011926612,"score_spread":0.2326651620450532,"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."}}