{"id":"W2779712447","doi":"","title":"New Cities and Migration","year":2017,"lang":"en","type":"article","venue":"Florence Research (University of Florence)","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005973077,0.0003044118,0.0002653773,0.0008953511,0.003316652,0.005867321,0.0005262706,0.001158016,0.01676904],"category_scores_gemma":[0.001560738,0.0001417068,0.0002422525,0.002178862,0.006641198,0.004316098,0.002653076,0.001724476,0.001116449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004090818,"about_ca_system_score_gemma":0.002828766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02496112,"about_ca_topic_score_gemma":0.05920641,"domain_scores_codex":[0.9993266,0.0003124142,0.00001705575,0.00005912789,0.0001091488,0.0001756817],"domain_scores_gemma":[0.9995049,0.0001512996,0.00008039116,0.00003267605,0.00006359992,0.000167035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001901016,0.00001962839,0.002688116,0.0001296751,0.000007869487,0.0002602403,0.01426706,0.000210483,0.00003510336,0.8190691,0.1279787,0.03531507],"study_design_scores_gemma":[0.000005510422,0.000007908249,0.002705165,0.0001614335,0.000002887562,0.0001604259,0.01044353,0.00005334534,0.00001278648,0.0424167,0.9440241,0.000006272524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02347139,0.1041081,0.0007239762,0.150662,0.005510749,0.00002298736,0.0001224602,0.00005196665,0.7153265],"genre_scores_gemma":[0.5648759,0.1034935,0.0008225917,0.01456541,0.004512011,0.00006766431,0.0001597123,0.00006883942,0.3114343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02496112,"threshold_uncertainty_score":0.05609804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201367862351759,"score_gpt":0.3585259882128678,"score_spread":0.2383892019776919,"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."}}