{"id":"W2023356304","doi":"10.5539/cis.v1n4p3","title":"An Alternative Analysis of Two Circular Variables via Graphical Representation","year":2008,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plot (graphics); Box plot; Computer science; Variable (mathematics); Representation (politics); Exploratory data analysis; Statistics; Variables; Linear regression; Principal component analysis; Mathematics; Data mining; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004562972,0.00006856294,0.0001420492,0.0009466564,0.0002237993,0.0002187183,0.0006665672,0.00001688013,0.000006180982],"category_scores_gemma":[0.00002489592,0.00006128209,0.00003843574,0.004064248,0.0003000707,0.01111555,0.0001694461,0.00003883887,0.000003795173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001227561,"about_ca_system_score_gemma":0.0000635906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004226828,"about_ca_topic_score_gemma":6.822171e-7,"domain_scores_codex":[0.9988307,0.00003590364,0.0003220003,0.0001947408,0.0004953588,0.000121264],"domain_scores_gemma":[0.9989019,0.000033818,0.000172289,0.0003854397,0.0003978102,0.0001087511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004622739,0.0001315261,0.03427622,0.00001913695,0.000145493,0.000003646534,0.01206253,0.08225303,0.001244127,0.8206586,0.0001623735,0.04903864],"study_design_scores_gemma":[0.000152272,0.00003593362,0.04289239,0.000002610502,0.00001697183,0.000009721698,0.00001584429,0.9551275,0.0007262324,0.0007729888,0.0001735173,0.00007405323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06648757,0.000003987871,0.9329101,0.00003799072,0.0001001546,0.00004653721,0.000004653566,0.00003721572,0.0003717846],"genre_scores_gemma":[0.9595637,0.00003932808,0.03984323,0.0005001538,0.0000156406,0.000001214001,0.00003439346,8.865201e-7,0.00000150506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8930761,"threshold_uncertainty_score":0.8058503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734243456575906,"score_gpt":0.3272245358614048,"score_spread":0.2998821012956457,"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."}}