{"id":"W6912098045","doi":"10.5281/zenodo.14947950","title":"AstroPhot","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Université de Montréal","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; Proteogenomics; Dysgeusia; Articular cartilage damage; TSG101; Hyporeflexia","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":[],"consensus_categories":[],"category_scores_codex":[0.001048588,0.001389254,0.000984664,0.001261245,0.001169474,0.003170266,0.003237611,0.001356814,0.2366473],"category_scores_gemma":[0.001945922,0.0008912931,0.001101692,0.001453371,0.0005993188,0.00370868,0.00391705,0.001921981,0.1738137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009845091,"about_ca_system_score_gemma":0.001779586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004418035,"about_ca_topic_score_gemma":0.00683545,"domain_scores_codex":[0.9989924,0.00009878594,0.00003888482,0.000249473,0.0004760651,0.0001442501],"domain_scores_gemma":[0.9993777,0.00009929686,0.00003996284,0.0001814772,0.0001941381,0.0001073402],"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":[0.0002296882,0.00005783974,0.001148881,0.0004181303,0.00005055198,0.0001266601,0.0001210511,0.003388562,0.003676902,0.0174186,0.8472715,0.1260916],"study_design_scores_gemma":[0.00007415357,0.00002685752,0.0006257571,0.00005152413,0.00001505906,0.0001715992,0.00002834923,0.0120011,0.003935811,0.008892779,0.9741358,0.00004111162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00404461,0.001325952,0.2283192,0.001309291,0.001048545,0.0002865964,0.06473596,0.3937242,0.3052058],"genre_scores_gemma":[0.04856546,0.001722179,0.3621743,0.002567948,0.0005326087,0.0008919952,0.1956796,0.1930341,0.1948318],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2366473,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498093728170116,"score_gpt":0.2465642998791197,"score_spread":0.2215833625974185,"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."}}