{"id":"W4235786133","doi":"10.1007/s003730200003","title":"Shattering News","year":2002,"lang":"en","type":"article","venue":"Graphs and Combinatorics","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics; Mathematical proof; Lemma (botany); Combinatorics; Algebraic number; Order (exchange); Interpretation (philosophy); Discrete mathematics; Combinatorial proof; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002317351,0.001114449,0.0008362887,0.002311127,0.002113526,0.007649127,0.001512846,0.004598022,0.2016411],"category_scores_gemma":[0.009718227,0.0005083714,0.0007503551,0.00156854,0.001717903,0.005398506,0.003171448,0.006746913,0.1385835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001531502,"about_ca_system_score_gemma":0.001664552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921275,"about_ca_topic_score_gemma":0.00522432,"domain_scores_codex":[0.9979503,0.0002079498,0.00007740819,0.000249763,0.001180225,0.0003343675],"domain_scores_gemma":[0.9941048,0.001081462,0.0002598494,0.0009332027,0.001999635,0.001620947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002792763,0.000008112495,0.00003432396,0.00003473823,0.000002217072,0.00004169097,0.00001678654,0.00002063734,0.0001284031,0.002572639,0.972973,0.02413952],"study_design_scores_gemma":[0.000005331957,0.00000933197,0.000090248,0.00004136641,0.000001880942,0.00003414486,0.00003857543,0.00003798751,0.00008772742,0.00187907,0.9977711,0.000003231122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001611647,0.02085772,0.002910004,0.1941888,0.3779455,0.00008311185,0.001236963,0.001816001,0.3993502],"genre_scores_gemma":[0.006640709,0.007200988,0.0009983062,0.0475965,0.05201471,0.00003766713,0.0009244427,0.0006544776,0.8839322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2016411,"threshold_uncertainty_score":0.6745567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018612892200937,"score_gpt":0.1983611266122935,"score_spread":0.1797482344113566,"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."}}