{"id":"W2035948545","doi":"10.1007/s11213-009-9162-8","title":"Applying Participatory Processes: Findings from a Supply Chain Analysis on the Commercialisation of Paper Mulberry Bark in Laos","year":2009,"lang":"en","type":"article","venue":"Systemic Practice and Action Research","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Fund for Agricultural Development; International Development Research Centre","keywords":"Supply chain; Interdependence; Citizen journalism; Action (physics); Business; Process management; Limiting; Participatory action research; Industrial organization; Risk analysis (engineering); Environmental economics; Marketing; Computer science; Economics; Sociology; Economic growth; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02168755,0.0004583144,0.000435884,0.002936674,0.01124266,0.006258207,0.001625705,0.002112542,0.003538214],"category_scores_gemma":[0.03547828,0.000470749,0.0003759646,0.003824198,0.007202126,0.004336953,0.005703979,0.001818188,0.0003746036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00617483,"about_ca_system_score_gemma":0.009573338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739466,"about_ca_topic_score_gemma":0.02662131,"domain_scores_codex":[0.9820864,0.01318063,0.0005188725,0.001199786,0.001396446,0.001617878],"domain_scores_gemma":[0.9127218,0.07446866,0.004452605,0.002548425,0.004769186,0.001039326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002049464,0.0003495757,0.03452717,0.0002829836,0.00002482259,0.001237234,0.9106055,0.0003968941,0.002081556,0.008578753,0.0002664042,0.04144418],"study_design_scores_gemma":[0.00002834337,0.0002916926,0.02882904,0.0002373564,0.00004140412,0.0002207697,0.9501863,0.001206883,0.002110798,0.007440985,0.009375805,0.00003062081],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839879,0.00009124923,0.005154239,0.000587935,0.000007043253,0.0003593012,0.00005326974,0.00001267226,0.009746386],"genre_scores_gemma":[0.9945786,0.0001153905,0.003268623,0.00009878686,0.000005638062,0.000235557,0.00003910777,0.00001056453,0.001647641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02168755,"threshold_uncertainty_score":0.1146961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310166767160762,"score_gpt":0.3782215173129934,"score_spread":0.2472048405969172,"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."}}