{"id":"W2164977231","doi":"","title":"FAIR TRADE AND DEVELOPMENT: WHAT ARE THE IMPLICATIONS OF MAINSTREAMING?","year":2009,"lang":"en","type":"article","venue":"Human Development Resource Network (HDRNet)","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Certification; Fair trade; Mainstreaming; Criticism; Agrarian society; Business; Payment; Economics; International trade; Agriculture; Finance; Political science; Management","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006252642,0.000335165,0.0003593027,0.0001233015,0.001233951,0.0005808874,0.0004740599,0.0001302679,0.00003500267],"category_scores_gemma":[0.00004858668,0.0002716091,0.00007832274,0.000576156,0.0002018921,0.0006200154,0.0001659578,0.0002219446,0.00001173679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433712,"about_ca_system_score_gemma":0.00008539688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002881617,"about_ca_topic_score_gemma":0.0001318873,"domain_scores_codex":[0.9979171,0.00003613464,0.0006103908,0.0004116217,0.000350114,0.000674628],"domain_scores_gemma":[0.9990301,0.00006341584,0.0004098702,0.000350436,0.00009368442,0.00005251801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009014343,0.0006423048,0.3272193,0.0004469139,0.0002752152,0.00001714931,0.01564983,0.0007552707,0.000007424399,0.04546625,0.2718768,0.3375534],"study_design_scores_gemma":[0.000330355,0.00001019903,0.586053,0.0001146041,0.00002637177,0.000001666645,0.006470532,0.00001075003,0.000008958242,0.003463219,0.4032651,0.0002452408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133936,0.001015116,0.00001698837,0.0008072003,0.000007449579,0.0006380629,4.435012e-8,0.0001659423,0.08395558],"genre_scores_gemma":[0.995773,0.00003285621,0.00008390656,0.002949393,0.0006246307,0.00002367253,0.00004929586,0.00002510927,0.0004380937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3373082,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228063677981493,"score_gpt":0.2421904260012551,"score_spread":0.2199097892214402,"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."}}