{"id":"W4385467111","doi":"10.2139/ssrn.4527873","title":"Does Improved Tenure Security Reduce Fires? Evidence from the Greece Land Registry","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Land tenure; Business; Geography; Computer security; Computer science; Archaeology","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005356016,0.0002991195,0.0003119542,0.00007057229,0.001313895,0.0006261296,0.001175149,0.000472506,0.00007734758],"category_scores_gemma":[0.002584179,0.0001840187,0.0002396557,0.0002970401,0.0002755793,0.0003573589,0.0002781142,0.004775195,0.00004157838],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002599749,"about_ca_system_score_gemma":0.007533072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09761831,"about_ca_topic_score_gemma":0.7456056,"domain_scores_codex":[0.9954489,0.0007583937,0.000491907,0.0005760398,0.0008547701,0.001869976],"domain_scores_gemma":[0.9971617,0.0008861186,0.0008633559,0.000587014,0.0003713876,0.0001303981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001643759,0.0005462152,0.1898109,0.0004976192,0.003584973,0.0001413427,0.6268312,0.0007723367,0.004147978,0.04429508,0.05395207,0.07377655],"study_design_scores_gemma":[0.0003896711,0.00008668882,0.01692939,0.001017426,0.0002611024,0.00001883334,0.06205124,0.0009585414,0.00007508504,0.9103897,0.0071859,0.0006363988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153715,0.01081251,0.000767216,0.06747654,0.004030748,0.0008957275,0.0001611987,0.00025116,0.0002333682],"genre_scores_gemma":[0.8916501,0.09612338,0.00006748498,0.0001326893,0.006064306,0.0000566213,0.00009249066,0.0000545658,0.005758375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8660946,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08484358834202586,"score_gpt":0.3400443881294243,"score_spread":0.2552007997873985,"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."}}