{"id":"W4206180622","doi":"10.1111/ajae.12285","title":"Staying afloat: The effect of algae contamination on <scp>Lake Erie</scp> housing prices","year":2022,"lang":"en","type":"article","venue":"American Journal of Agricultural Economics","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Algal bloom; Water quality; Algae; Surface runoff; Nutrient; Eutrophication; Oceanography; Hydrology (agriculture); Ecology; Phytoplankton; Biology; Geology","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":[0.000581569,0.0001721526,0.000273356,0.0002877196,0.0004089341,0.00157412,0.000528205,0.0005955473,0.004557792],"category_scores_gemma":[0.003720234,0.0001594407,0.0006287154,0.0005379012,0.0005041252,0.0006627442,0.0009275152,0.0008577454,0.0003584607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001640822,"about_ca_system_score_gemma":0.0006518942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1615165,"about_ca_topic_score_gemma":0.200333,"domain_scores_codex":[0.9995297,0.0001508085,0.00002472915,0.00009251491,0.00007292727,0.000129298],"domain_scores_gemma":[0.9969934,0.0008265206,0.001279518,0.0001447905,0.0003825134,0.0003732166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003772216,0.0001937936,0.9794306,0.0000283961,0.0003622716,0.00041244,0.0003150017,0.006236136,0.0008096809,0.00162204,0.003907807,0.006304542],"study_design_scores_gemma":[0.00001772778,0.000101281,0.9880412,0.000009952087,0.00009742927,0.00003839084,0.001105664,0.008032376,0.000362071,0.0003263218,0.001853214,0.00001432874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961546,0.0000834009,0.0002773648,0.0007207845,0.00000754829,0.000006138384,0.0007233758,0.00001148418,0.002015346],"genre_scores_gemma":[0.9981476,0.00003042076,0.00006842499,0.00005478532,0.000005686174,0.000003975408,0.0004581717,0.000003591211,0.001227287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1615165,"threshold_uncertainty_score":0.3211527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007781785738602396,"score_gpt":0.1840742969956047,"score_spread":0.1762925112570023,"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."}}