{"id":"W632514109","doi":"10.9707/1944-5660.1247","title":"Network Evaluation in Practice: Approaches and Applications","year":2015,"lang":"en","type":"article","venue":"The Foundation Review","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Mechanism (biology); Knowledge management; Computer science; Data science; Management science; Engineering; Epistemology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2910668,0.003150505,0.00500558,0.02043652,0.004088984,0.01863373,0.005244558,0.007209372,0.01166427],"category_scores_gemma":[0.3976702,0.00160385,0.002085489,0.02819227,0.0174794,0.01495459,0.01259907,0.004582482,0.001611522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02303469,"about_ca_system_score_gemma":0.02837043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009681512,"about_ca_topic_score_gemma":0.007206857,"domain_scores_codex":[0.5273342,0.434672,0.01304029,0.005736921,0.01719491,0.002021676],"domain_scores_gemma":[0.4153858,0.5247752,0.01499627,0.01626462,0.02584175,0.002736395],"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":[0.0001641484,0.0002930739,0.004214834,0.009704257,0.0005441407,0.0001478109,0.005256617,0.01356348,0.00009435651,0.6561197,0.01116205,0.2987355],"study_design_scores_gemma":[0.0002132157,0.0002950365,0.001945594,0.01417256,0.0002330719,0.0001280346,0.005903215,0.02214234,0.0003386909,0.8941503,0.0603671,0.0001109098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006761653,0.068512,0.7685721,0.03046859,0.001543076,0.006068215,0.0006211091,0.0006506393,0.1168026],"genre_scores_gemma":[0.2472753,0.03946062,0.6850067,0.002358432,0.0009974656,0.02059587,0.0002922767,0.0002260337,0.00378726],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2910668,"threshold_uncertainty_score":0.8742408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6045855432101019,"score_gpt":0.5680346387676503,"score_spread":0.03655090444245168,"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."}}