{"id":"W7098582725","doi":"","title":"– Miyamoto Musashi, in The Book of Five Rings. University of Alberta HEAVYWEIGHT PATTERN MINING IN ATTRIBUTED FLOW GRAPHS","year":2013,"lang":"en","type":"article","venue":"","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Beat (acoustics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001962754,0.001296087,0.0008347278,0.002168952,0.002314427,0.003137236,0.001117887,0.002015273,0.02380053],"category_scores_gemma":[0.005049923,0.0009276408,0.0007283933,0.003333125,0.002126154,0.008019906,0.001321077,0.003424673,0.01573987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003291679,"about_ca_system_score_gemma":0.002171253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05184329,"about_ca_topic_score_gemma":0.1378716,"domain_scores_codex":[0.9990545,0.0001974609,0.0000501547,0.000290293,0.0003375441,0.0000700961],"domain_scores_gemma":[0.9986182,0.0005268396,0.00005964431,0.0001060257,0.0005225662,0.0001666365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005618762,0.00001277831,0.0003545269,0.0001542752,0.0000187693,0.00004758927,0.0002901265,0.0003660662,0.0002235455,0.01511762,0.9031152,0.08024324],"study_design_scores_gemma":[0.000006904652,0.00000626594,0.0004752369,0.00007989446,0.000007204071,0.0001013525,0.0001812756,0.0004217649,0.0001835666,0.011302,0.9872079,0.00002658864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002434289,0.3078323,0.07066784,0.4133531,0.0966102,0.0001030488,0.004104756,0.003554431,0.10134],"genre_scores_gemma":[0.02652716,0.1304316,0.05723763,0.08958836,0.03475754,0.0001339906,0.003245653,0.002178997,0.655899],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05184329,"threshold_uncertainty_score":0.1030831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004615499530774923,"score_gpt":0.1622783943594618,"score_spread":0.1576628948286869,"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."}}