{"id":"W2140293362","doi":"10.22004/ag.econ.96926","title":"Structure, Conduct and Performance of Value Chain in Seaweed farming in India","year":2010,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Agriculture; Livelihood; Tamil; Business; Production (economics); Scale (ratio); Value chain; Transaction cost; Value (mathematics); Consumption (sociology); Agricultural economics; Resource (disambiguation); Natural resource economics; Fishery; Economics; Marketing; Geography; Supply chain; Ecology; Mathematics; Social science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006237456,0.0001206629,0.0002883371,0.0004553846,0.000105565,0.00002833933,0.0002618596,0.0001246499,0.0001313429],"category_scores_gemma":[0.0001044236,0.0001431105,0.00004632327,0.0006180927,0.0003252746,0.001038032,0.0001811484,0.0003310396,0.000003974178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004342493,"about_ca_system_score_gemma":0.00006305712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01680412,"about_ca_topic_score_gemma":0.00686304,"domain_scores_codex":[0.9990587,0.00003369448,0.0001558786,0.0002206966,0.0002103703,0.0003206654],"domain_scores_gemma":[0.9995141,0.00006040212,0.0001118533,0.0001576436,0.0001280784,0.00002791063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000143612,0.0001008839,0.9727902,0.000613992,0.0000178095,0.00003967413,0.004710555,0.00003579281,0.003597586,0.005450693,0.00003338447,0.01246585],"study_design_scores_gemma":[0.001048949,0.00004129307,0.9768996,0.00003621357,0.00001328967,0.000001099711,0.01909412,0.001617377,0.0001724505,0.0005235228,0.0004041102,0.0001479306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99643,0.0000244044,0.000001540607,0.0002404127,0.00007952696,0.0002570441,0.00001225756,0.000009059348,0.002945715],"genre_scores_gemma":[0.9996369,0.00002642475,0.000100889,0.00004971261,0.0000485147,1.279271e-7,0.000009654164,0.000007051425,0.0001207071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01438357,"threshold_uncertainty_score":0.9897431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146077461059305,"score_gpt":0.2408201903728664,"score_spread":0.2193594157622734,"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."}}