{"id":"W76616760","doi":"","title":"MERGULHANDO NUM MAR DE RELAÇÕES: REDES SOCIAIS COMO AGENTES DE TRANSFORMAÇÃO EM BAIRROS POPULARES","year":2005,"lang":"pt","type":"article","venue":"Geografia (Rio Claro)","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Urbanization; Deconstruction (building); Context (archaeology); Sociology; Urban space; Humanities; Population; Geography; Intervention (counseling); Economic growth; Psychology; Art; Regional science; Demography","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002418371,0.0007658137,0.0009349045,0.0002094055,0.002601711,0.0007189795,0.001228879,0.00105899,0.002520835],"category_scores_gemma":[0.000215431,0.0008079687,0.0009555004,0.0009897815,0.0006537205,0.0009206581,0.00017828,0.0009437707,0.0007065296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009199584,"about_ca_system_score_gemma":0.0007315748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289708,"about_ca_topic_score_gemma":0.03228863,"domain_scores_codex":[0.9936198,0.0007331244,0.00102538,0.000848197,0.001331373,0.00244213],"domain_scores_gemma":[0.9979722,0.0002245316,0.0003545135,0.0004701775,0.0002100231,0.0007684937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000150169,0.0006820643,0.2021865,0.0002182446,0.000858017,0.00009938009,0.5855443,0.00002916091,0.0007422554,0.001421949,0.1793162,0.0287517],"study_design_scores_gemma":[0.002082548,0.0002584013,0.02702263,0.0004254167,0.00054404,0.00001120431,0.1603346,0.0004444972,0.002428839,0.002364875,0.8022567,0.001826236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332724,0.02808656,0.0004723424,0.01605656,0.001609698,0.001361146,0.0001478233,0.0007772227,0.01821622],"genre_scores_gemma":[0.8851659,0.01039858,0.002035602,0.001643975,0.001520302,0.0001015487,0.0001301472,0.0001118341,0.09889214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6229405,"threshold_uncertainty_score":0.9994371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986864959815895,"score_gpt":0.3020750592012503,"score_spread":0.2722064096030914,"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."}}