{"id":"W4250699386","doi":"10.1017/cbo9780511977152.006","title":"Matroids","year":2011,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Digital Image Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"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":[0.0003560246,0.0007762261,0.0006283802,0.001359614,0.0005789467,0.002524188,0.0006840315,0.0005516509,0.07208101],"category_scores_gemma":[0.001028101,0.0003291565,0.0005755509,0.001867352,0.0007428929,0.002981156,0.00110978,0.001705402,0.02832545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008288677,"about_ca_system_score_gemma":0.0004486373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000452026,"about_ca_topic_score_gemma":0.0006238989,"domain_scores_codex":[0.9996637,0.00005359388,0.00002218772,0.00008080897,0.0001463824,0.00003335097],"domain_scores_gemma":[0.9996583,0.0001035125,0.00002423842,0.00008539055,0.00008454016,0.00004406034],"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":[0.00004186335,0.00003322499,0.0001810051,0.0004216919,0.00002442823,0.00007032174,0.0001108284,0.002742118,0.001496033,0.6866668,0.1619524,0.1462592],"study_design_scores_gemma":[0.00001342916,0.00003384682,0.0003938476,0.00009334645,0.000014567,0.0004110262,0.00005825122,0.003877843,0.0008080123,0.6222914,0.3719903,0.00001404488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0110472,0.01916573,0.1816341,0.003827824,0.001787426,0.00008733528,0.006689089,0.001791316,0.77397],"genre_scores_gemma":[0.2155559,0.03513954,0.1076916,0.001619424,0.0034226,0.0002986602,0.01333634,0.00180502,0.6211309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07208101,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02910450630896245,"score_gpt":0.1992594979755508,"score_spread":0.1701549916665883,"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."}}