{"id":"W4387649707","doi":"","title":"Madness Dissidence and Transduction","year":2017,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Transduction (biophysics); Biology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008262165,0.0002322717,0.0002690722,0.0001723853,0.004379247,0.0004847454,0.0006646037,0.0003682424,0.00008011808],"category_scores_gemma":[0.0006950376,0.0002287242,0.0001218122,0.000158093,0.0001496241,0.000961007,0.0001044952,0.0003629784,0.00001257832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004261119,"about_ca_system_score_gemma":0.0005598366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002005144,"about_ca_topic_score_gemma":0.001134083,"domain_scores_codex":[0.9977445,0.0002917025,0.0003171465,0.0005183478,0.0006064927,0.000521819],"domain_scores_gemma":[0.9984165,0.0001093567,0.0002887795,0.0005393049,0.000178946,0.0004671388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006098837,0.0001072271,0.001686102,0.00003222398,0.00003062027,0.0000610163,0.006957302,0.000001480147,0.0006762164,0.9838168,0.0006709237,0.00589908],"study_design_scores_gemma":[0.0004524257,0.00002132899,0.05198563,0.00007575493,0.00003872062,0.000122429,0.00117686,0.00002724116,0.0001571172,0.001362138,0.9442787,0.0003016629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1222997,0.0008699065,0.001455548,0.07517224,0.003466117,0.0006088033,0.00002153774,0.0004798516,0.7956263],"genre_scores_gemma":[0.9961225,0.000416663,0.0007898332,0.00009014391,0.0009620573,0.00007163193,0.00001117821,0.00002423459,0.001511701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9824547,"threshold_uncertainty_score":0.9969169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023610387545667,"score_gpt":0.2807806698874554,"score_spread":0.2505445660119987,"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."}}