{"id":"W2086881582","doi":"10.3138/carto.45.3.215","title":"2009 RGS/IBG Annual International Conference","year":2010,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geovisualization; Geography; Library science; Computer science; Visualization; Data mining; Information visualization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001451104,0.0008306718,0.0005435924,0.00123235,0.00121059,0.003813021,0.00121937,0.002426757,0.1760099],"category_scores_gemma":[0.001509144,0.000196616,0.0005858048,0.00107498,0.0004239811,0.00157106,0.002468402,0.001835828,0.1283074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935957,"about_ca_system_score_gemma":0.004919048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0110343,"about_ca_topic_score_gemma":0.02313931,"domain_scores_codex":[0.9990548,0.0001092832,0.00003417542,0.0001224251,0.0004642534,0.0002150718],"domain_scores_gemma":[0.9987292,0.00003507794,0.00005808769,0.00006395243,0.0006199886,0.0004937035],"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":[0.00003856706,0.00002388086,0.0001948947,0.00004883459,0.000002763345,0.00003767668,0.00001991431,0.00005161607,0.0002132932,0.001094349,0.9684072,0.02986701],"study_design_scores_gemma":[0.000005290986,0.000009593126,0.000848411,0.00007171698,0.00000285402,0.00003731796,0.00006066744,0.00009304794,0.0001839423,0.0002786073,0.9984036,0.000004916737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006962213,0.01301644,0.003475795,0.08690241,0.09402233,0.0003005928,0.009978114,0.001995547,0.7833466],"genre_scores_gemma":[0.02287456,0.01096387,0.004936818,0.008593438,0.006172951,0.0001532315,0.01369974,0.0007739093,0.9318315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8239901,"threshold_uncertainty_score":0.5888118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514224667652032,"score_gpt":0.3244871374747395,"score_spread":0.3093448907982191,"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."}}