{"id":"W4412861194","doi":"10.5206/mt.v5i3.22454","title":"Envelopes of Circles Centered on a Kiss Curve","year":2025,"lang":"en","type":"article","venue":"Maple Transactions","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"KISS (TNC); Art; Computer science","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":[0.000615193,0.0003605208,0.0004167153,0.001824898,0.0009517994,0.001798528,0.0005004172,0.0007124385,0.006134187],"category_scores_gemma":[0.005433753,0.0002930693,0.0004344671,0.0007506938,0.001624129,0.001798082,0.001379313,0.0006596533,0.0008450513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000914577,"about_ca_system_score_gemma":0.000319811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009590111,"about_ca_topic_score_gemma":0.0004039946,"domain_scores_codex":[0.9993037,0.0001316241,0.00003020706,0.0001408983,0.000279921,0.0001135687],"domain_scores_gemma":[0.9982286,0.0005752274,0.0004339677,0.0002212159,0.0003433874,0.0001975049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002634169,0.00004430555,0.00967784,0.00011868,0.00002778505,0.001342389,0.002559755,0.02060854,0.01132453,0.9155031,0.001829589,0.0367001],"study_design_scores_gemma":[0.00006368144,0.0004123191,0.02011223,0.0003373602,0.00005842934,0.005504703,0.005256468,0.2412583,0.0214842,0.638306,0.06706282,0.0001435395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8562137,0.0006979203,0.1017924,0.0002122593,0.00004399112,0.0000675609,0.0002011431,0.0002912382,0.04047985],"genre_scores_gemma":[0.9847069,0.0002662022,0.009848002,0.00002335634,0.00002540454,0.00003052668,0.0001610711,0.0001042562,0.004834324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006134187,"threshold_uncertainty_score":0.02052087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007918129930192535,"score_gpt":0.2407378293171595,"score_spread":0.2328196993869669,"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."}}