{"id":"W173691115","doi":"","title":"A New Method For Constructing Nonlinear Modular n-Queens Solutions.","year":2006,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Metaheuristic Optimization Algorithms Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Modular design; Mathematics; Nonlinear system; Computer science; Programming language; Physics","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":[0.0003813248,0.000810631,0.0005622596,0.001253881,0.0007433047,0.0007538964,0.00122238,0.0006850848,0.01260095],"category_scores_gemma":[0.001572904,0.0003804187,0.00097282,0.0009950512,0.0006865446,0.00100173,0.001997852,0.00101618,0.002974918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092677,"about_ca_system_score_gemma":0.0007563615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008177886,"about_ca_topic_score_gemma":0.002174175,"domain_scores_codex":[0.9997513,0.00005322322,0.00001490431,0.00005264792,0.0001025325,0.00002546373],"domain_scores_gemma":[0.9997411,0.00009815137,0.00002424878,0.00006157452,0.00004659285,0.00002830827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001981816,0.0002064705,0.0006657015,0.0005737255,0.0001238558,0.0002215699,0.0002583548,0.09553131,0.03036176,0.1625314,0.019023,0.6903047],"study_design_scores_gemma":[0.0001816636,0.0002087214,0.0005332946,0.0001360942,0.00009620804,0.0005682791,0.0001112386,0.7677782,0.01408147,0.1418186,0.07442608,0.00006023055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006231308,0.0002115692,0.9773299,0.0001155002,0.0001762292,0.0001432033,0.00009944714,0.0006182141,0.01507458],"genre_scores_gemma":[0.05552068,0.0001952737,0.9318115,0.0001076609,0.00005407619,0.0002949818,0.0002039701,0.0002385334,0.01157338],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01260095,"threshold_uncertainty_score":0.04215443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340206118880035,"score_gpt":0.3087845100197513,"score_spread":0.285382448830951,"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."}}