{"id":"W4213391066","doi":"10.1063/1.4904449.4","title":"10.1063/1.4904449.4","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":[0.0007450166,0.002705694,0.001931306,0.003648804,0.000775172,0.003286678,0.003431193,0.002682569,0.3281744],"category_scores_gemma":[0.002306981,0.0007139583,0.00125152,0.007351444,0.00061933,0.001521166,0.002593965,0.001619698,0.5796286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092088,"about_ca_system_score_gemma":0.001409431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009893,"about_ca_topic_score_gemma":0.01204356,"domain_scores_codex":[0.9991779,0.0001044446,0.0000714264,0.0002558248,0.0002244744,0.0001658056],"domain_scores_gemma":[0.9993634,0.0001043244,0.0000497468,0.0002506937,0.0001311631,0.0001007145],"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":[0.000068163,0.00004150639,0.001522925,0.001016169,0.00006060942,0.00004875104,0.00002664154,0.0006638572,0.0003168356,0.0007621758,0.9793474,0.01612492],"study_design_scores_gemma":[0.0001036408,0.00001677835,0.002053397,0.0001901335,0.00001452962,0.00005334106,0.00003915903,0.0005254276,0.0003452528,0.001372003,0.9952669,0.00001942295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001481223,0.0001555554,0.0002079185,0.00006866691,0.00003667597,0.00001925237,0.995236,0.001914266,0.002213653],"genre_scores_gemma":[0.0005497976,0.0001533779,0.0004348884,0.00005261683,0.00001078148,0.000059471,0.9967559,0.0001818231,0.001801417],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6718256,"threshold_uncertainty_score":0.9582778,"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."}}