{"id":"W7133128527","doi":"10.5281/zenodo.18820938","title":"and Informality in Senegal's Urban Informal Sector: An Exploration of Regulatory Gaps and Challenges","year":2005,"lang":"en","type":"article","venue":"Open MIND","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Informal sector; Quarter (Canadian coin); Work (physics); Qualitative research; Informal settlements; Participant observation","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":[0.004114644,0.0002342944,0.0002790364,0.001926112,0.005986206,0.003695199,0.0008044246,0.0008448114,0.002530859],"category_scores_gemma":[0.00465602,0.0002595163,0.0001326804,0.002783797,0.007596162,0.003022474,0.005866437,0.001013648,0.00009671865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004671049,"about_ca_system_score_gemma":0.009243033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04486889,"about_ca_topic_score_gemma":0.09479793,"domain_scores_codex":[0.9967139,0.001917146,0.0001251688,0.000143736,0.0003036837,0.0007964395],"domain_scores_gemma":[0.9947515,0.00296672,0.001292577,0.0001334205,0.0003899061,0.0004658568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001709789,0.0002573967,0.2187389,0.0008822586,0.00003526049,0.006251594,0.6089191,0.0009876349,0.001690878,0.07965983,0.002271968,0.08013427],"study_design_scores_gemma":[0.000008839495,0.00006594191,0.1015119,0.0005053563,0.00001016865,0.0004833025,0.8715664,0.0002635567,0.0002300249,0.003871059,0.02146278,0.00002065584],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886154,0.000825765,0.0002181007,0.002531588,0.000009293554,0.00004010658,0.00003463419,0.000002113894,0.007722964],"genre_scores_gemma":[0.9984159,0.0005952106,0.00009223266,0.0002040758,0.000004403112,0.00002941219,0.00001653081,0.000001255189,0.0006409663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04486889,"threshold_uncertainty_score":0.08921546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.14414826350513,"score_gpt":0.329338472173764,"score_spread":0.1851902086686339,"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."}}