{"id":"W2018636761","doi":"10.1002/sdr.285","title":"Using Digest to implement the pathway participation method for detecting influential system structure","year":2004,"lang":"en","type":"article","venue":"System Dynamics Review","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Sample (material); Metric (unit); Software; Programming language; Theoretical computer science; Engineering; Physics","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":[0.001975044,0.0007670142,0.0006802489,0.001084309,0.0003124097,0.0009633532,0.0008454009,0.0004998547,0.01852616],"category_scores_gemma":[0.01174314,0.0004091376,0.0005542762,0.0009045368,0.0003986478,0.001154923,0.0008992999,0.0007910177,0.002150076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005713266,"about_ca_system_score_gemma":0.001001767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003429157,"about_ca_topic_score_gemma":0.003022403,"domain_scores_codex":[0.9993592,0.0002353046,0.00006221343,0.00009580433,0.0002168724,0.00003073119],"domain_scores_gemma":[0.9955949,0.002699092,0.0004541512,0.0006335508,0.0005265626,0.00009163306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005868431,0.0002106778,0.01296842,0.00170385,0.0002392382,0.0003132403,0.001351556,0.1902668,0.02973237,0.08158729,0.05426841,0.6267713],"study_design_scores_gemma":[0.0001644692,0.0003052516,0.004685555,0.00009984442,0.00006014573,0.0004339956,0.0001577995,0.8652443,0.03822463,0.02793445,0.06258056,0.0001090609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01108928,0.00003105069,0.9693517,0.0001240672,0.0000599581,0.0001445411,0.001075827,0.01489599,0.00322757],"genre_scores_gemma":[0.08754288,0.00006234027,0.9065745,0.00004694131,0.00001101769,0.0006217951,0.001224567,0.0009949885,0.002921081],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01852616,"threshold_uncertainty_score":0.06197619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2026081559161654,"score_gpt":0.4860312112291596,"score_spread":0.2834230553129943,"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."}}