{"id":"W2397021791","doi":"10.1007/978-3-319-21221-0_7","title":"Before the Iron Curtain Came Down: Electrochemistry and Electrochemists in Kiev in the Last Quarter of the Twentieth Century","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Iron Curtain; Ancient history; Art; History; Visual arts; Forensic engineering; Engineering; Archaeology; Cold war; Political science; Law; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008933075,0.0004564468,0.0003923253,0.0001066484,0.0002005066,0.0002229306,0.00103554,0.0002237968,0.001262859],"category_scores_gemma":[0.00003093349,0.0002257185,0.0001485021,0.00006662513,0.0008397545,0.0001180211,0.0002105529,0.000965198,0.00002527845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676034,"about_ca_system_score_gemma":0.0001941402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008891836,"about_ca_topic_score_gemma":0.006674299,"domain_scores_codex":[0.9974017,0.00007135177,0.0006303157,0.0005341688,0.0008218397,0.0005406147],"domain_scores_gemma":[0.9986215,0.00005639201,0.0003642602,0.0007573455,0.0001403501,0.00006013943],"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":[0.0001251087,0.0003092497,0.002397964,0.0006715216,0.0002385817,0.00002573497,0.2003333,0.000001747259,0.001185152,0.3133505,0.4769633,0.004397812],"study_design_scores_gemma":[0.0005729012,0.00004882369,0.0007016939,0.0002576435,0.00004958609,0.00001440293,0.005424096,0.000005416708,0.0001750109,0.01401372,0.9783612,0.0003754754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02884671,0.003005808,0.000001275491,0.002060835,0.003557869,0.001307262,0.00009705194,0.00003869904,0.9610845],"genre_scores_gemma":[0.3584481,0.0001071042,0.000007148818,0.0003392654,0.000229561,0.00003151847,0.0001058628,0.00004007696,0.6406914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5013979,"threshold_uncertainty_score":0.9996501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169898831824377,"score_gpt":0.2006857494766936,"score_spread":0.1889867611584498,"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."}}