{"id":"W4409922039","doi":"10.1103/prxlife.3.023003","title":"Alignment of Partially Overlapping Cryo-EM Maps Using Unbalanced Gromov-Wasserstein Divergence","year":2025,"lang":"en","type":"article","venue":"PRX Life","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amgen (Canada); University of British Columbia","funders":"University of British Columbia; Mitacs","keywords":"Divergence (linguistics); Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002569515,0.001696826,0.001977095,0.001681476,0.001484678,0.002116762,0.00300952,0.002096662,0.003524487],"category_scores_gemma":[0.009075928,0.001063023,0.00144209,0.001599437,0.001515695,0.002938314,0.003681847,0.002791017,0.001285733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713261,"about_ca_system_score_gemma":0.002671513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005985327,"about_ca_topic_score_gemma":0.008144422,"domain_scores_codex":[0.9981913,0.0004652157,0.0001085756,0.0005424342,0.0005315875,0.0001610089],"domain_scores_gemma":[0.9981874,0.0006655749,0.0002227783,0.0004346866,0.0003199046,0.0001698116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004375238,0.0002344931,0.003073766,0.0004249243,0.0002538075,0.0006096929,0.0007318521,0.6725162,0.04754288,0.08689387,0.009080713,0.1782003],"study_design_scores_gemma":[0.00001580788,0.00003306008,0.0002360604,0.00001395243,0.000009707195,0.00006676345,0.00005151685,0.9640013,0.003928328,0.02960094,0.002020871,0.00002171547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03282947,0.0001341236,0.9630647,0.0001566542,0.00003677542,0.00005945899,0.0002093466,0.002535957,0.0009736136],"genre_scores_gemma":[0.2186241,0.0001856214,0.7744666,0.0001952017,0.00003685365,0.0002422352,0.002136068,0.002549413,0.001563833],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005985327,"threshold_uncertainty_score":0.01358902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143032903714714,"score_gpt":0.3164378382234004,"score_spread":0.3050075091862532,"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."}}