{"id":"W7020135703","doi":"","title":"Journal: JTSR - Transition Studies Review","year":2012,"lang":"en","type":"other","venue":"U-PAD Unimc - Open Digital Publications (University of Macerata)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Lomonosov Moscow State University; Szegedi Tudományegyetem; Fu Jen Catholic University; Universität Innsbruck; Universitas Hasanuddin; Hashemite University; Univerza v Mariboru; American University in Cairo; Università degli Studi di Udine; Peking University; China University of Political Science and Law; Ministero dello Sviluppo Economico; Università degli Studi di Roma Tor Vergata; Université de Tunis; Universitas Indonesia; Central European University; Università degli Studi di Firenze; Beijing Foreign Studies University; Università di Bologna; University of Aberdeen; European Commission; Tongji University; National University of Singapore; Orta Doğu Teknik Üniversitesi; Khon Kaen University; Shanghai International Studies University; Fudan University; Universidade de São Paulo; Pontificia Universidad Javeriana; Politechnika Gdańska; Tsinghua University; University of the Aegean; Zhengzhou University; Ege Üniversitesi; National Research University Higher School of Economics; Chonnam National University; Bilkent Üniversitesi; Academia Sinica; Keio University; Universitatea Politehnica din București; Universidade de Lisboa; Renmin University of China; Yonsei University; York University; University of Macedonia; National Chengchi University; Bahçeşehir Üniversitesi; Latvijas Universitate; Universidade do Estado do Rio de Janeiro; University of Pittsburgh; Jawaharlal Nehru University; Harvard Kennedy School; Libera Università Maria Ss. Assunta; Al Akhawayn University in Ifrane; Univerza v Ljubljani; University of Cyprus; Nanjing University; Universiti Malaya; University of Delhi; Università Bocconi; Jadavpur University; Yale University; Shandong University; Cyprus University of Technology; Nanjing Normal University; Fordham University; Universitatea din București; Università degli Studi di Padova; Johns Hopkins University; Universidade de Coimbra; Vysoká Škola Ekonomická v Praze; National Taiwan University; University of Crete; Politecnico di Torino; Seoul National University; Univerzita Karlova v Praze; Sveučilište u Zagrebu; George Washington University; University of Pennsylvania; Saint Petersburg State University; Harvard University; Universidad Nacional del Sur; Universidad de Cádiz; Open Society Institute","keywords":"Transition (genetics); Work (physics); Field (mathematics); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002448568,0.0004223078,0.0007371082,0.005371399,0.001595963,0.004949585,0.0009872251,0.001710675,0.1543032],"category_scores_gemma":[0.009389445,0.0002268207,0.0004766708,0.007351483,0.001561531,0.002777809,0.002384865,0.001808754,0.02601347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002595393,"about_ca_system_score_gemma":0.01172326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008108808,"about_ca_topic_score_gemma":0.01391575,"domain_scores_codex":[0.9989962,0.0002847941,0.0001170299,0.0001187674,0.0003126449,0.000170563],"domain_scores_gemma":[0.9938269,0.002470085,0.0006208273,0.0003496849,0.001763758,0.000968753],"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":[0.0001278778,0.0001030476,0.001069611,0.005246451,0.00004826866,0.0000658764,0.0005998313,0.00004706655,0.00008426709,0.01950669,0.7777463,0.1953546],"study_design_scores_gemma":[0.0000346918,0.00003091087,0.005016385,0.006902896,0.00006217416,0.0001229439,0.001349775,0.00001586959,0.00006996411,0.002461432,0.9839255,0.000007523113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003977717,0.6038199,0.0003754754,0.08209537,0.01696007,0.0001221133,0.00311536,0.0001809853,0.289353],"genre_scores_gemma":[0.08740869,0.7083077,0.0007999412,0.0237306,0.0147127,0.0002796675,0.003674741,0.0003491689,0.1607369],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8456968,"threshold_uncertainty_score":0.5161957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08177390194345295,"score_gpt":0.3139845587553065,"score_spread":0.2322106568118535,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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