{"id":"W1027872702","doi":"10.6084/m9.figshare.1213149.v1","title":"Oct23-2014-6000-tweets-about-Ottawa","year":2014,"lang":"en","type":"article","venue":"Figshare","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005790761,0.001016169,0.0006052174,0.003289371,0.00216381,0.002647533,0.000993502,0.0007428462,0.1864881],"category_scores_gemma":[0.003533535,0.0008892163,0.0005096695,0.003726283,0.0004784753,0.001239959,0.001967024,0.0009028995,0.1301755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004467156,"about_ca_system_score_gemma":0.003330901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.406375,"about_ca_topic_score_gemma":0.7128523,"domain_scores_codex":[0.9995269,0.00003634997,0.00003580718,0.0001151696,0.0001439018,0.0001418682],"domain_scores_gemma":[0.9981735,0.0002935714,0.0001296114,0.0003619845,0.000711248,0.0003301669],"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":[0.0002539215,0.00001973541,0.006282259,0.0002607813,0.00003301166,0.00008341822,0.0004525144,0.0002976373,0.0007628727,0.0005293631,0.9793029,0.01172159],"study_design_scores_gemma":[0.00008168189,0.00003739894,0.06443007,0.0001693651,0.00004225994,0.00009437137,0.001420381,0.000867712,0.003292242,0.0005201366,0.9289323,0.0001120777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005241652,0.00006202231,0.0003717623,0.000266343,0.0002776389,0.00009902834,0.9764399,0.002634638,0.01460697],"genre_scores_gemma":[0.02480828,0.0002005566,0.002049723,0.0002698784,0.00009459358,0.0005603741,0.8948173,0.002291165,0.07490819],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5936249,"threshold_uncertainty_score":0.8080193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822618914371789,"score_gpt":0.2418679929740741,"score_spread":0.2236418038303562,"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."}}