{"id":"W4389139465","doi":"10.1007/s12192-023-01396-z","title":"Transitions","year":2023,"lang":"en","type":"letter","venue":"Cell Stress and Chaperones","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computational biology; Biology; Chemistry; Physics; Cell biology; Biophysics","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":[0.002079964,0.0006086892,0.0005482788,0.0004352956,0.005497269,0.006760152,0.001246637,0.02882949,0.03553056],"category_scores_gemma":[0.01190954,0.0004060204,0.001018796,0.0002485498,0.003078916,0.003296424,0.003553149,0.03151331,0.019167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003573961,"about_ca_system_score_gemma":0.004421056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006991467,"about_ca_topic_score_gemma":0.02082095,"domain_scores_codex":[0.9974715,0.0004363882,0.0001103016,0.0003551745,0.0008011826,0.0008255014],"domain_scores_gemma":[0.9970643,0.0007951081,0.0001374607,0.0002579316,0.0006105598,0.001134712],"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":[0.00002613607,0.00001708395,0.0001190254,0.00001669409,0.000004769278,0.0003889059,0.00008611665,0.00001765233,0.0001145592,0.01221251,0.9790344,0.007962157],"study_design_scores_gemma":[0.00001436698,0.00001335512,0.0001955921,0.00005370793,0.000003369299,0.0002296606,0.0001577467,0.00004055472,0.00007081041,0.008477055,0.9907348,0.000008913125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006330515,0.002858596,0.0004894316,0.8247582,0.1153316,0.00002853426,0.00006077847,0.000117526,0.05572236],"genre_scores_gemma":[0.006547271,0.0009152559,0.0002292854,0.8323196,0.03031173,0.00003793804,0.00004198573,0.00005393574,0.1295429],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03553056,"threshold_uncertainty_score":0.1188616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221156840192529,"score_gpt":0.2239884429938024,"score_spread":0.2018727589745495,"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."}}