{"id":"W4238523143","doi":"10.1007/978-1-4939-7131-2_101249","title":"Spatiotemporal Web","year":2018,"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; World Wide Web; Geography","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":[0.000279882,0.000635408,0.0003670678,0.002098153,0.000670562,0.003792479,0.0008512402,0.0006696932,0.09249235],"category_scores_gemma":[0.001456312,0.0003221422,0.0004726947,0.003935811,0.0004085515,0.006538252,0.001878835,0.0009926278,0.04399185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006945636,"about_ca_system_score_gemma":0.0008727305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004995027,"about_ca_topic_score_gemma":0.005632342,"domain_scores_codex":[0.9997876,0.00002353591,0.00001634759,0.00004673137,0.0001093063,0.00001645441],"domain_scores_gemma":[0.9996007,0.00008928433,0.00001349887,0.000162784,0.0000990689,0.00003480592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002212863,0.00002122552,0.0002271177,0.0002991756,0.00002108832,0.0001153723,0.0001758607,0.00160234,0.001264588,0.2161431,0.4376538,0.3424542],"study_design_scores_gemma":[0.000002023809,0.000002234807,0.000137495,0.000063202,0.000006393886,0.0001283923,0.00005641851,0.001985727,0.0005285172,0.03845809,0.9586256,0.000005937768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002466332,0.008848071,0.1897965,0.003730108,0.002172305,0.0001457394,0.01142731,0.009089122,0.7723246],"genre_scores_gemma":[0.03708709,0.02196243,0.08638305,0.001107969,0.001270923,0.0001958853,0.03068703,0.003562097,0.8177435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09249235,"threshold_uncertainty_score":0.3094177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03765055581672669,"score_gpt":0.2849428172315195,"score_spread":0.2472922614147929,"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."}}