{"id":"W28604200","doi":"10.7748/ncyp.29.5.12.s12","title":"The Metamorphosis of K4\\e Designs Into Maximum Packings Of Kn With 4-Cycles.","year":2005,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metamorphosis; Mathematics; Horticulture; Biology; Botany; Larva","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":[0.0001862234,0.0001049507,0.0001542699,0.00004213675,0.00005450027,0.00001692491,0.0001680734,0.00004435635,0.00002157198],"category_scores_gemma":[0.00001725863,0.00007393231,0.00003436875,0.0001405318,0.00005157874,0.0001033339,0.00002077585,0.00007527439,0.000003329973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002834639,"about_ca_system_score_gemma":0.00001260845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003638792,"about_ca_topic_score_gemma":0.00001491382,"domain_scores_codex":[0.9994066,0.00001818363,0.0001968385,0.00008746581,0.0001569094,0.0001340348],"domain_scores_gemma":[0.9995382,0.00006089044,0.00009466035,0.0002068266,0.00006709638,0.00003226341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001420691,0.0003856481,0.01122462,0.001360733,0.0009439772,0.000005683934,0.006488162,0.5988066,0.008709976,0.2007989,0.003376015,0.1677577],"study_design_scores_gemma":[0.001659324,0.0002412984,0.009476227,0.0001685183,0.0001513551,0.000003892579,0.0002018557,0.02613241,0.878647,0.07634661,0.006478862,0.0004926876],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899989,0.0008664579,0.006458485,0.0001245491,0.000297873,0.000173926,0.000001915117,0.0001107617,0.001967154],"genre_scores_gemma":[0.9970652,0.0001534352,0.002690837,0.000006892657,0.000004681458,0.00001096922,0.0000019992,0.0000239712,0.00004195506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.869937,"threshold_uncertainty_score":0.3014872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008423485483538396,"score_gpt":0.2008104870456318,"score_spread":0.1923870015620934,"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."}}