{"id":"W4398414226","doi":"10.7910/dvn/n3hgrn/v4sdjq","title":"All_Residential.txt","year":2018,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001550118,0.004253838,0.002301907,0.006625748,0.001528106,0.005135202,0.005244105,0.003330168,0.2205291],"category_scores_gemma":[0.009465637,0.001177744,0.002020103,0.01050117,0.0009656037,0.003851666,0.004268573,0.002878052,0.3554607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993769,"about_ca_system_score_gemma":0.002404532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02612488,"about_ca_topic_score_gemma":0.0457588,"domain_scores_codex":[0.9984086,0.0003249502,0.0001444703,0.0004940775,0.0003022634,0.000325525],"domain_scores_gemma":[0.9966398,0.0008140571,0.0002535763,0.001166329,0.0007267873,0.0003994878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001942944,0.000009499036,0.0001754625,0.0001692573,0.00001138086,0.00000772599,0.00001135708,0.0000825809,0.00001841672,0.0001777834,0.9985757,0.0007413776],"study_design_scores_gemma":[0.0001933687,0.00001687656,0.001465624,0.0002310391,0.00002209049,0.00005015781,0.00009610452,0.0004899921,0.0002602353,0.001650457,0.9954947,0.00002933544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009301291,0.00007495582,0.00006559297,0.0001362284,0.00006152412,0.000008810565,0.9972714,0.001212605,0.001075947],"genre_scores_gemma":[0.0003091527,0.00005782668,0.0001580921,0.00005857509,0.00002339053,0.00004318867,0.9979881,0.0003000869,0.001061546],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7794709,"threshold_uncertainty_score":0.7377433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972250525067881,"score_gpt":0.2696847630670661,"score_spread":0.2499622578163873,"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."}}