{"id":"W7161807247","doi":"10.82308/10157","title":"Simulating input biotechnology adoption using a system dynamics approach","year":2003,"lang":"en","type":"dissertation","venue":"","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modularity (biology); System dynamics; Process (computing); Conceptual model; Work (physics); Conceptual framework; Portfolio; Dynamics (music)","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":[0.0005937452,0.0005018268,0.0005065275,0.000526393,0.0004409504,0.0009751846,0.0006899869,0.001287515,0.003233632],"category_scores_gemma":[0.001897215,0.0002676647,0.0007100892,0.0006162229,0.0005062881,0.0007145876,0.0006953202,0.0008575235,0.0001950936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732672,"about_ca_system_score_gemma":0.001496958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0489624,"about_ca_topic_score_gemma":0.02178231,"domain_scores_codex":[0.999801,0.00009612881,0.000008930515,0.00002985444,0.00002908332,0.00003507503],"domain_scores_gemma":[0.9990312,0.0007493647,0.00007564115,0.00002577719,0.00008371643,0.00003438738],"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":[0.00001586931,0.00001707076,0.0008615048,0.00001207251,0.000009801536,0.00002196821,0.00003459795,0.9956645,0.000250616,0.002367928,0.00004866054,0.0006952754],"study_design_scores_gemma":[0.000007846032,0.00001254439,0.000179251,0.000001959894,0.000003455134,0.000002192421,0.00001529797,0.9989706,0.00008887773,0.0005997785,0.0001155535,0.000002675557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7693137,0.0001680175,0.2108562,0.0006876604,0.00004190491,0.0002264267,0.0009343235,0.0003138004,0.01745801],"genre_scores_gemma":[0.9814316,0.000119696,0.01537908,0.00002723105,0.000005596025,0.0001927156,0.0002284749,0.0000144474,0.002600995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0489624,"threshold_uncertainty_score":0.09735477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381366012916387,"score_gpt":0.3961494987853385,"score_spread":0.2580128974936998,"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."}}