{"id":"W1566418190","doi":"","title":"Interactive Data Visualization Tool to Analyze Word Count Frequencies Over Time","year":2011,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Word lists by frequency; Word (group theory); Computer science; Word processing; Linguistics; Natural language processing","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":[],"consensus_categories":[],"category_scores_codex":[0.004404131,0.001659907,0.001260009,0.01029928,0.0009143532,0.003067267,0.001398577,0.001009894,0.043371],"category_scores_gemma":[0.02105252,0.0007963474,0.001092743,0.0088639,0.0003267649,0.003420148,0.001994664,0.001822399,0.006631912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005603189,"about_ca_system_score_gemma":0.001313636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002503505,"about_ca_topic_score_gemma":0.003182629,"domain_scores_codex":[0.9980106,0.000667292,0.0002559748,0.0003117874,0.0006723647,0.0000819851],"domain_scores_gemma":[0.9776268,0.0170777,0.0009887003,0.001503841,0.002337883,0.0004650831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0014644,0.001064631,0.01766661,0.002533111,0.0006468199,0.0009640778,0.009428435,0.006431535,0.02175646,0.01386374,0.2773395,0.6468406],"study_design_scores_gemma":[0.001279321,0.001086749,0.06250402,0.001430971,0.0006259744,0.002214565,0.005337348,0.2460217,0.05664634,0.04813989,0.5738511,0.0008619845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.03851154,0.0005827756,0.606957,0.001808707,0.0005497403,0.001482605,0.08934984,0.2480774,0.01268037],"genre_scores_gemma":[0.101286,0.0005301653,0.8489727,0.0002665315,0.0001721684,0.003919831,0.02999883,0.007830312,0.007023559],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.043371,"threshold_uncertainty_score":0.1450904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04052045473259253,"score_gpt":0.2832416596786677,"score_spread":0.2427212049460751,"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."}}