{"id":"W7095219514","doi":"","title":"– Universally applicable","year":2003,"lang":"en","type":"article","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geocoding; Software; Geospatial analysis; Field (mathematics); Key (lock)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01087237,0.0008288658,0.0008542561,0.0026639,0.003600004,0.006285835,0.002859475,0.002451241,0.1184904],"category_scores_gemma":[0.05350044,0.0008391757,0.0009984404,0.00340903,0.003807837,0.007737639,0.006200481,0.004637574,0.09777838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003907085,"about_ca_system_score_gemma":0.02019081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08133484,"about_ca_topic_score_gemma":0.0921479,"domain_scores_codex":[0.9831153,0.003318373,0.001875308,0.00291345,0.006362771,0.002414915],"domain_scores_gemma":[0.9567296,0.005569426,0.001226125,0.01123966,0.02352558,0.001709556],"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":[0.00009849264,0.00006069501,0.001595833,0.0005909192,0.00003024111,0.0001963638,0.001990966,0.0002286494,0.001611553,0.2978747,0.527413,0.1683085],"study_design_scores_gemma":[0.000008418832,0.000007926604,0.0007517746,0.0001784642,0.000009280521,0.0001090695,0.000298003,0.0001003682,0.0003952969,0.02348449,0.9746318,0.00002511672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003880862,0.0009499167,0.05149412,0.006005611,0.003140876,0.0006920743,0.0109619,0.006049064,0.9168257],"genre_scores_gemma":[0.1207595,0.002424966,0.09382682,0.01427929,0.001901888,0.001992575,0.02697048,0.008784647,0.7290599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8815096,"threshold_uncertainty_score":0.39639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451190334453683,"score_gpt":0.2679509788587148,"score_spread":0.253439075514178,"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."}}