{"id":"W4247020263","doi":"10.1007/978-1-4614-6170-8_100378","title":"Geomedia","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":[0.0002355981,0.0008556817,0.0003044623,0.002659846,0.001032848,0.004524261,0.000879096,0.001093163,0.276924],"category_scores_gemma":[0.0008432308,0.0003500383,0.0002864447,0.003537974,0.0005896026,0.005503357,0.00225544,0.001029252,0.1790939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008572915,"about_ca_system_score_gemma":0.0009080626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004245853,"about_ca_topic_score_gemma":0.0082322,"domain_scores_codex":[0.9997823,0.0000268964,0.000008179456,0.00004066483,0.0001205072,0.00002147876],"domain_scores_gemma":[0.9997826,0.00004622464,0.000007428126,0.00006444045,0.00007359037,0.00002581295],"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":[0.00001376876,0.0000190694,0.00009454277,0.0001316483,0.000003847592,0.00004695461,0.0003073553,0.0002284479,0.001280264,0.09848174,0.541155,0.3582374],"study_design_scores_gemma":[8.322167e-7,0.000001340719,0.00004734644,0.00003286116,0.000001356986,0.00004257712,0.00005331004,0.00009461284,0.0002648527,0.005723229,0.9937353,0.000002468299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005079814,0.001805728,0.01255757,0.001016974,0.0005167765,0.00003018613,0.001019231,0.001892251,0.9806533],"genre_scores_gemma":[0.003149049,0.002190642,0.004029837,0.0003419307,0.0001642276,0.00002718197,0.001320753,0.000666887,0.9881095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.276924,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348768150892511,"score_gpt":0.2594735638420405,"score_spread":0.2359858823331154,"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."}}