{"id":"W4384932079","doi":"10.4000/sociologico.11178","title":"GENTRIFICAÇÃO SUBURBANA, DISPLACEMENT E IDENTIDADE TERRITORIAL : O CASO DE ALMADA","year":2023,"lang":"pt","type":"article","venue":"Forum Sociológico","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada); BitCan (Canada)","funders":"","keywords":"Humanities; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001746547,0.0004371686,0.0005285915,0.0001268305,0.001655101,0.0003310562,0.0008807281,0.000583206,0.0005106289],"category_scores_gemma":[0.0004730814,0.0004712671,0.0004530548,0.0008978755,0.0003633178,0.0003203907,0.0002339937,0.0006262499,0.002696129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009506511,"about_ca_system_score_gemma":0.0006260379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008744963,"about_ca_topic_score_gemma":0.003781301,"domain_scores_codex":[0.9945751,0.0004986835,0.0006623433,0.0007750301,0.001405559,0.002083306],"domain_scores_gemma":[0.9980031,0.0004660741,0.0004488022,0.0004912036,0.00009243475,0.0004983319],"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":[0.00006696637,0.00009738234,0.1723658,0.00004312833,0.0001416821,0.0001007773,0.02993888,0.00007707829,0.0001673216,0.00287005,0.7937682,0.000362751],"study_design_scores_gemma":[0.001494645,0.0001965535,0.08690603,0.000189638,0.0001487494,0.00000340537,0.04464085,0.0007251342,0.0001286295,0.001203287,0.8634523,0.000910787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369395,0.003223959,0.0003296245,0.02435122,0.02546987,0.0009995453,0.000853148,0.0008207049,0.007012472],"genre_scores_gemma":[0.8004256,0.000677797,0.00002464531,0.0004394426,0.004813456,0.00005793276,0.0001234333,0.0000618074,0.1933759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1863634,"threshold_uncertainty_score":0.9997739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03435154646890362,"score_gpt":0.319067482810864,"score_spread":0.2847159363419604,"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."}}