{"id":"W2945253388","doi":"10.1002/hpm.2811","title":"The stipulation‐stimulation spiral: A model of system change","year":2019,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; George & Fay Yee Centre for Healthcare Innovation","funders":"Research Manitoba","keywords":"Stipulation; Stalemate; Reinterpretation; Yield (engineering); Spiral (railway); Psychology; Complement (music); Risk analysis (engineering); Computer science; Engineering; Political science; Law; Chemistry; Medicine; Mechanical engineering; Philosophy; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006562164,0.00006502913,0.0001978722,0.000219468,0.0001688594,0.0001636039,0.0006583594,0.00001456438,0.000006446593],"category_scores_gemma":[0.00009127895,0.00003119029,0.000066108,0.0001186076,0.00002096188,0.0001603163,0.0001679064,0.00008035418,0.000008378024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006258788,"about_ca_system_score_gemma":0.00003112786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000353261,"about_ca_topic_score_gemma":0.000002932374,"domain_scores_codex":[0.9970196,0.0001450203,0.001047426,0.0001064711,0.001575351,0.0001061039],"domain_scores_gemma":[0.9972767,0.0007365715,0.001346844,0.0002051762,0.0003990315,0.00003572936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004628782,0.00004386588,0.02682392,0.0001264919,0.0002373646,0.00001459604,0.004601876,0.486545,0.00003958691,0.2217343,0.01439048,0.2449796],"study_design_scores_gemma":[0.0006370645,0.0001095905,0.04952836,0.000709685,0.00001053003,0.00004809358,0.004057033,0.9168659,0.00000196964,0.01123191,0.01673947,0.00006037962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6668473,0.008865437,0.2993023,0.01231318,0.005553161,0.001197073,0.00001377629,0.00002569599,0.005882123],"genre_scores_gemma":[0.9980971,0.0000336579,0.0008127802,0.0003126455,0.0001189674,0.000002594686,3.684324e-7,0.000004013534,0.0006178745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4303209,"threshold_uncertainty_score":0.2274328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3474056452416022,"score_gpt":0.4634155537312588,"score_spread":0.1160099084896566,"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."}}