{"id":"W3209928986","doi":"10.5281/zenodo.2531028","title":"Por Mi Barrio. Lecciones, Hallazgos y Futuro (Por Mi Barrio. Lessons, Findings and Future)","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Place Centre","funders":"","keywords":"Sociology; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002113909,0.0003194197,0.0002100052,0.000811584,0.002767066,0.005690494,0.0005945734,0.00102662,0.0172135],"category_scores_gemma":[0.002511333,0.0001937526,0.00020064,0.002452806,0.004034085,0.003164859,0.002686469,0.001746901,0.002952265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003776732,"about_ca_system_score_gemma":0.004514803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09276377,"about_ca_topic_score_gemma":0.1023773,"domain_scores_codex":[0.9991249,0.0004703806,0.00001383987,0.0001171556,0.0001085082,0.000165234],"domain_scores_gemma":[0.9989468,0.0002905821,0.0001950225,0.0001145755,0.000248959,0.0002039572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001842805,0.0001958312,0.04451436,0.001269653,0.00002570997,0.0006162282,0.07001021,0.0002177657,0.001263688,0.1631982,0.3378432,0.3806608],"study_design_scores_gemma":[0.00001172577,0.00003344252,0.04232357,0.001265124,0.00001651451,0.0001809426,0.08362344,0.00006348689,0.0002692614,0.006883182,0.8653038,0.00002552764],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1103873,0.1444051,0.001903552,0.2623796,0.00409662,0.00015559,0.001672585,0.0002052656,0.4747943],"genre_scores_gemma":[0.7812027,0.05437536,0.002810298,0.01476519,0.001126648,0.0003453024,0.0009637878,0.0002047154,0.1442061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09276377,"threshold_uncertainty_score":0.1844476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468672190522666,"score_gpt":0.2672363459025988,"score_spread":0.2425496239973721,"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."}}