{"id":"W2982118686","doi":"10.34726/lbs2019.57","title":"Consistency Across Geosocial Media Platforms","year":2019,"lang":"en","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Consistency (knowledge bases); Computer science; Information retrieval; Geography; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000599429,0.0001417073,0.000209137,0.0001247566,0.00109287,0.0001079851,0.0006026709,0.000229465,0.001973341],"category_scores_gemma":[0.0001242513,0.0001486438,0.0001527675,0.0006751328,0.0003257057,0.001098293,0.0001412508,0.0002543244,0.0006642722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101042,"about_ca_system_score_gemma":0.0003194693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003142454,"about_ca_topic_score_gemma":0.002906026,"domain_scores_codex":[0.9984706,0.00003927187,0.0002416615,0.0002643938,0.000496435,0.0004876231],"domain_scores_gemma":[0.9988283,0.0001549567,0.0002241442,0.0003875178,0.0002122118,0.0001928526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003371211,0.00008386267,0.1824741,0.000007701981,0.00006594679,0.00001338958,0.06751179,0.00001620168,0.00006039112,0.7402869,0.00433142,0.005114507],"study_design_scores_gemma":[0.00116893,0.00005734218,0.08862058,0.0000393457,0.00004586531,0.00000331826,0.2018337,0.0001165955,0.00002520572,0.007841296,0.6997126,0.0005352263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7446795,0.00007762873,0.00003084372,0.0005773657,0.0003365914,0.0001944992,0.00001810936,0.0001308493,0.2539546],"genre_scores_gemma":[0.9830372,0.0001256266,0.0002448177,0.0001541073,0.0001221867,0.0000022292,0.0001199893,0.00001511619,0.01617874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7324457,"threshold_uncertainty_score":0.998939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346407051926249,"score_gpt":0.2789090871703114,"score_spread":0.2654450166510489,"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."}}