{"id":"W4385397173","doi":"10.61091/jcmcc","title":"Journal of Combinatorial Mathematics and Combinatorial Computing","year":2023,"lang":"en","type":"paratext","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Discrete mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001661785,0.000824384,0.001689003,0.00369199,0.002253377,0.01137251,0.001110499,0.00137751,0.06896894],"category_scores_gemma":[0.008804207,0.00059099,0.0007106734,0.006214966,0.003249342,0.00453569,0.002454115,0.007594566,0.02769568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003259571,"about_ca_system_score_gemma":0.00531018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644459,"about_ca_topic_score_gemma":0.001620893,"domain_scores_codex":[0.9966573,0.0005253323,0.0002261481,0.0005457622,0.00190584,0.0001396496],"domain_scores_gemma":[0.9937331,0.001928706,0.000327761,0.001213803,0.0022095,0.0005870463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002414376,0.00005758907,0.0004677645,0.0004903121,0.00004981537,0.00007769415,0.0001300472,0.00103136,0.0006683588,0.5254198,0.3260957,0.1454874],"study_design_scores_gemma":[0.000008542303,0.00001519657,0.0006998785,0.0002058234,0.00001712945,0.0003196857,0.00006764032,0.002024658,0.0002051211,0.3035221,0.6928957,0.00001861428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003706251,0.06198893,0.05699632,0.02639759,0.02861054,0.0002577399,0.002118998,0.0007617247,0.8191618],"genre_scores_gemma":[0.147341,0.1560369,0.08513825,0.01012076,0.04216246,0.0007245826,0.005496203,0.001936944,0.5510429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.931031,"threshold_uncertainty_score":0.2307242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095889035569519,"score_gpt":0.2673314439731945,"score_spread":0.2463725536174993,"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."}}