{"id":"W4408179636","doi":"10.59082/jltk7744","title":"Inter/Micro 2019 — International Microscopy Conference","year":2019,"lang":"en","type":"article","venue":"The Microscope","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microscopy; Materials science; Nanotechnology; Optics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006149814,0.001362866,0.0006008355,0.00206052,0.002852369,0.00766541,0.002024463,0.003162707,0.1051524],"category_scores_gemma":[0.002703727,0.000441266,0.00129622,0.000784611,0.0008962542,0.002591072,0.004091711,0.004156187,0.0593553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003355558,"about_ca_system_score_gemma":0.005065549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002330062,"about_ca_topic_score_gemma":0.004964687,"domain_scores_codex":[0.9978514,0.0002953559,0.00006918436,0.0002757121,0.00101468,0.0004937025],"domain_scores_gemma":[0.9964333,0.0001705216,0.0001341967,0.0001700303,0.001602613,0.001489335],"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":[0.0001610326,0.00006756775,0.0002026342,0.0001316424,0.00001392226,0.0001505796,0.00003357937,0.0001207822,0.002839099,0.006421688,0.9487976,0.04105985],"study_design_scores_gemma":[0.000006309392,0.00003133614,0.0004421248,0.00004652913,0.000004847896,0.00006847152,0.00005646587,0.0001925547,0.001352979,0.0006920735,0.9970989,0.000007459763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008341715,0.0260378,0.02435056,0.1025004,0.3020493,0.0006532972,0.003618432,0.004285722,0.5281628],"genre_scores_gemma":[0.03549651,0.008743631,0.01116732,0.01228504,0.03143795,0.0004828367,0.005709815,0.001114785,0.8935621],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1051524,"threshold_uncertainty_score":0.3517699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00541047373905611,"score_gpt":0.2732392370644099,"score_spread":0.2678287633253538,"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."}}