{"id":"W7042471758","doi":"","title":"The political economy of titling in Jamaican urban informal settlements","year":2024,"lang":"en","type":"other","venue":"Lund University Publications Student Papers (Lund University)","topic":"Classical Studies and Legal History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Land titling; Poverty; Informal settlements; Government (linguistics); State (computer science); Property rights; Informal sector; Relevance (law); Institution","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000804999,0.0002209545,0.0002725321,0.0007396391,0.0004983683,0.0001224049,0.0007018325,0.0001182047,0.001577387],"category_scores_gemma":[0.000008736721,0.0002096643,0.0001865192,0.000266335,0.0007843948,0.0001828327,0.0004100654,0.0003452275,0.0001125819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007217954,"about_ca_system_score_gemma":0.0001586489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252832,"about_ca_topic_score_gemma":0.02537718,"domain_scores_codex":[0.9988434,0.00005157875,0.0001904626,0.0003189617,0.0002015915,0.0003939506],"domain_scores_gemma":[0.9991955,0.00008725137,0.0001636376,0.0003342678,0.00008068018,0.0001386655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009467802,0.00008015639,0.00008814469,0.00003491753,0.0002153453,0.000007453941,0.001594009,2.880297e-7,1.732571e-7,0.7695924,0.2282918,0.00008582266],"study_design_scores_gemma":[0.0003844525,0.00003665627,0.0000547384,0.00006393014,0.0001457169,2.575232e-7,0.03150665,0.00000450586,8.106945e-8,0.0001186062,0.9674681,0.0002162402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001149013,0.0002265184,0.000003372063,0.003018046,0.0003378335,0.0002887475,0.0002173458,0.0001084261,0.9957882],"genre_scores_gemma":[0.0001558183,0.0001018952,0.00000925648,0.00014156,0.0001937007,6.776755e-7,0.00005302816,0.00005404206,0.99929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7694738,"threshold_uncertainty_score":0.9993353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203117392711421,"score_gpt":0.2003890360162218,"score_spread":0.1883578620891075,"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."}}