{"id":"W4256413499","doi":"10.4095/291993","title":"GeoScaler: Generalization tool (with a supplementary user guide in French)","year":2012,"lang":"en","type":"report","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Generalization; Computer science; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.001534066,0.00158412,0.001040721,0.003690435,0.0005533577,0.001280422,0.001947751,0.0006617145,0.2378553],"category_scores_gemma":[0.006932862,0.001390645,0.001311028,0.005117807,0.0003530801,0.003097635,0.002086395,0.001364235,0.1062011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004671902,"about_ca_system_score_gemma":0.001198925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0132778,"about_ca_topic_score_gemma":0.01862749,"domain_scores_codex":[0.9993544,0.0001068781,0.0001085606,0.0001305345,0.0002246372,0.00007492288],"domain_scores_gemma":[0.9974357,0.001091871,0.000162157,0.0004961476,0.0007301777,0.00008393564],"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":[0.00006755321,0.00002575365,0.0009369089,0.0002748772,0.00001529659,0.0001142711,0.0002317698,0.0008810066,0.000824533,0.002145599,0.9319784,0.06250409],"study_design_scores_gemma":[0.0001073062,0.00002593251,0.005093846,0.0001893013,0.00002749493,0.0003704915,0.0002411129,0.005398759,0.004546278,0.006148979,0.9777388,0.0001116207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.004517369,0.0003453682,0.2514583,0.0007428871,0.0003310391,0.0005624354,0.2761184,0.4177866,0.04813762],"genre_scores_gemma":[0.02558963,0.0006100611,0.4988146,0.0006558016,0.0001267835,0.002548519,0.259839,0.1688338,0.04298192],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2378553,"threshold_uncertainty_score":0.7957052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292822285693634,"score_gpt":0.3221059428618302,"score_spread":0.2791777200048939,"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."}}