{"id":"W4239856367","doi":"10.1063/1.4904449.3","title":"10.1063/1.4904449.3","year":2014,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Digital holographic microscopy; Holography; Resolution (logic); Microscope; Microscopy; Flagellum; Optics; Paramecium; Biology; Bacteria; Materials science; Biological system; Physics; Computer science; Artificial intelligence; Cell biology; Paleontology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007504738,0.002731212,0.001975937,0.003788759,0.0007909762,0.003404042,0.003461745,0.002646697,0.3481564],"category_scores_gemma":[0.00232874,0.0007230951,0.001270404,0.007564762,0.0006320269,0.001549328,0.002727324,0.001637478,0.6060648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094799,"about_ca_system_score_gemma":0.001425574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024283,"about_ca_topic_score_gemma":0.01225522,"domain_scores_codex":[0.9991533,0.0001059012,0.00007472898,0.000266468,0.0002311701,0.0001684667],"domain_scores_gemma":[0.999363,0.0001054343,0.00004975129,0.0002491957,0.0001306252,0.0001020151],"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":[0.00006766836,0.00004168,0.001608078,0.000976186,0.00006040992,0.00005042146,0.0000262099,0.0006566024,0.0003142125,0.0007726514,0.9789971,0.01642876],"study_design_scores_gemma":[0.00009982814,0.00001592224,0.002003303,0.0001858604,0.000013964,0.00005337014,0.00003799789,0.0005193822,0.0003208258,0.001337755,0.9953926,0.0000191901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001434125,0.0001527678,0.0002141056,0.00006761656,0.00003659671,0.00001939398,0.9951587,0.001912172,0.00229508],"genre_scores_gemma":[0.0005559353,0.0001539987,0.0004481341,0.00005355423,0.0000110794,0.00006145577,0.9965996,0.0001897441,0.001926557],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6518436,"threshold_uncertainty_score":0.9297758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004783540209891447,"score_gpt":0.2289308691686484,"score_spread":0.2241473289587569,"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."}}