{"id":"W2803960118","doi":"10.1016/j.tibs.2018.04.008","title":"Does Too Much MAGIC Lead to Mitophagy?","year":2018,"lang":"en","type":"letter","venue":"Trends in Biochemical Sciences","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mitophagy; MAGIC (telescope); Computational biology; Chemistry; Nanotechnology; Biology; Physics; Materials science; Autophagy; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002602752,0.0003376472,0.0003116201,0.0003016992,0.00008824716,0.0000646054,0.0008394012,0.001040718,0.0007947898],"category_scores_gemma":[0.0001660755,0.0002137564,0.0001552897,0.00062828,0.000695612,0.000003991873,0.0002725306,0.0004784258,0.0002455939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002821519,"about_ca_system_score_gemma":0.00006688851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004467202,"about_ca_topic_score_gemma":0.00005310739,"domain_scores_codex":[0.9973867,0.0001090392,0.000339117,0.001192243,0.0003386193,0.0006342956],"domain_scores_gemma":[0.9992372,0.00003150594,0.00009330909,0.0004765189,0.00005734914,0.0001040726],"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":[0.00002311801,0.00001729778,0.0002332247,0.000007880864,0.000006098147,0.00001810827,0.00001588225,3.225591e-7,0.2238337,0.000004456943,0.7745984,0.001241451],"study_design_scores_gemma":[0.0001627437,0.0003190827,0.00007667056,0.00001818988,0.000006969498,0.00001549304,0.00001188597,0.000002834922,0.2014433,0.0001284577,0.7974758,0.0003386039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2364503,0.000825131,0.0002382001,0.7042518,0.01003511,0.0004194724,0.0002169721,0.00008702774,0.04747608],"genre_scores_gemma":[0.0217089,0.0001165267,0.007019083,0.8181314,0.02515831,0.00009598344,0.001253582,0.00006884318,0.1264474],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2147413,"threshold_uncertainty_score":0.8716732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262414360023462,"score_gpt":0.3062702871482508,"score_spread":0.2800288511459046,"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."}}