{"id":"W6906544235","doi":"10.18130/gh0k-4306","title":"Essays on Property Rights Institutions and Financial Inclusion","year":2025,"lang":"en","type":"article","venue":"Libra","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Property rights; Property law; Public property; Real property; Property (philosophy); Natural resource; Land law; Intangible property","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":[],"consensus_categories":[],"category_scores_codex":[0.00002333362,0.00005028875,0.00004766305,0.00006149358,0.0002004364,0.00001655884,0.00004996375,0.00003176465,0.00001624513],"category_scores_gemma":[0.000005840669,0.00003104674,0.00001018549,0.00008686657,0.00001703567,0.000029494,0.0001483579,0.00006249546,0.00001297944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001005481,"about_ca_system_score_gemma":0.000006640874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007463683,"about_ca_topic_score_gemma":0.000002988425,"domain_scores_codex":[0.9997632,0.000005189597,0.00005181132,0.0000699593,0.00004082688,0.00006904402],"domain_scores_gemma":[0.9998878,0.000007395003,0.000003368497,0.00008141914,0.000002234789,0.00001782744],"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":[0.00003367875,0.000133602,0.0004733673,0.0004320744,0.00005489566,0.00004310084,0.003618902,0.0357685,0.0006906555,0.6588244,0.1625371,0.1373898],"study_design_scores_gemma":[0.0001689523,0.00001583525,0.0009289969,0.0001057728,0.000005785364,3.133287e-7,0.000008772888,0.008999313,0.0005403756,0.00132264,0.9878373,0.00006591321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2654377,0.0001626362,0.001697554,0.000447509,0.0003073604,0.0001011275,0.000002095169,0.0002522967,0.7315918],"genre_scores_gemma":[0.9941099,0.00001355158,0.0001762944,0.0001742922,0.00004377584,0.00001280168,0.000002317849,0.000003390574,0.005463657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8253003,"threshold_uncertainty_score":0.1541615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008132678732224752,"score_gpt":0.1995097298768348,"score_spread":0.19137705114461,"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."}}