{"id":"W4247868275","doi":"10.22215/etd/2006-06586","title":"The use of maps and map metaphors for integration in geography: a case study in mapping indicators of sustainability and wellbeing","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Cartography; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002691004,0.0001495006,0.0003914887,0.00118093,0.0003559612,0.00007160775,0.00008418153,0.0001484592,6.127992e-7],"category_scores_gemma":[0.0005214107,0.0001128116,0.0000694937,0.0009202388,0.0002517196,0.0002861211,0.00002586958,0.0001318301,1.684178e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006119939,"about_ca_system_score_gemma":0.00009910027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1920016,"about_ca_topic_score_gemma":0.5711568,"domain_scores_codex":[0.9981681,0.00025591,0.0008998092,0.0001916101,0.000279105,0.0002055354],"domain_scores_gemma":[0.9981586,0.0007126167,0.0005803018,0.0001259187,0.0003977568,0.00002482959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003458574,0.0000604447,0.8264158,0.0004102339,0.00004791602,0.000004300666,0.1642982,0.00000763039,8.166414e-7,0.002876742,0.00001704777,0.005826271],"study_design_scores_gemma":[0.0002698564,0.00003823689,0.2973206,0.00007035157,0.00002436272,5.313521e-7,0.7007924,0.00002486658,0.000004805881,0.001006427,0.0003629021,0.00008467086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960809,0.0002903667,0.00003076536,0.00005115111,0.00009815364,0.003074391,0.00001101741,0.000008929551,0.0003542823],"genre_scores_gemma":[0.9992391,0.00007376313,0.0001587129,0.000002441185,0.000006973083,0.000269529,0.00002726361,0.00000574669,0.000216466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5364942,"threshold_uncertainty_score":0.8133789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337410239279763,"score_gpt":0.3111990729796421,"score_spread":0.2878249705868445,"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."}}