{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"46a6bd21ece6","filters":{"venue":"Wayamba Journal of Management"}},"results":[{"id":"W3158156044","doi":"10.4038/wjm.v8i1.7504","title":"Exploratory Analysis on the Management of Agricultural Knowledge and Information by Smallholder Farmers in Batticaloa District","year":2017,"lang":"en","type":"article","venue":"Wayamba Journal of Management","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Agriculture; Business; Subsidy; Livelihood; Descriptive statistics; Agricultural economics; Agricultural science; Marketing; Economic growth; Economics; Geography","authors":[{"name":"H. A. C. K. Jayathilake","is_ca":false},{"name":"U. K. Jayasinghe-Mudalige","is_ca":false},{"name":"L. D. R. D. Perera","is_ca":false},{"name":"Gordon A. Gow","is_ca":true},{"name":"Nuwan Waidyanatha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03066135898132678,"gpt":0.250583934095687,"spread":0.2199225751143602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001835086,0.0001759028,0.0003138979,0.002371725,0.001979517,0.001327771,0.0005366612,0.000411972,0.002738597],"category_scores_gemma":[0.006071039,0.0002404481,0.0002119563,0.002488983,0.001215452,0.001042337,0.001092985,0.0003552589,0.0002249118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449996,"about_ca_system_score_gemma":0.001687712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006755329,"about_ca_topic_score_gemma":0.01157978,"domain_scores_codex":[0.9985208,0.0006812596,0.00009323403,0.0001067295,0.0002366993,0.0003612402],"domain_scores_gemma":[0.9913009,0.005839687,0.001117676,0.0001941568,0.0009209561,0.0006267391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002857806,0.0005598745,0.5184511,0.0004654093,0.00003246476,0.003584025,0.4399209,0.0002143926,0.005938835,0.0008000051,0.000584794,0.02916234],"study_design_scores_gemma":[0.000005819129,0.0004487655,0.4420723,0.00007617293,0.0000113448,0.0003380523,0.5543238,0.0002628644,0.0005571758,0.0001146955,0.00177327,0.00001570359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992582,0.00001846243,0.00003421956,0.0000479058,4.528995e-7,0.00004544987,0.00004890291,0.000001202336,0.0005450462],"genre_scores_gemma":[0.9992424,0.00005606818,0.0001526158,0.00001447875,0.000001100565,0.00005820418,0.0000483568,7.705516e-7,0.0004260582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006755329,"threshold_uncertainty_score":0.01343203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392780225","doi":"10.4038/wjm.v14i2.7586","title":"Diverse Value Chains, Pricing Strategies, and Price Information Sources of Selected Dried Fish Varieties in Sri Lanka","year":2023,"lang":"en","type":"article","venue":"Wayamba Journal of Management","topic":"Fisheries and Aquaculture Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Manitoba","keywords":"Sardinella; Dried fish; Tuna; Fish <Actinopterygii>; Value (mathematics); Fishery; Agricultural science; Snowball sampling; Value chain; Sri lanka; Business; Agricultural economics; Sardine; Biology; Marketing; Mathematics; Supply chain; Economics; Statistics; Socioeconomics","authors":[{"name":"P. S. S. L. Wickrama","is_ca":false},{"name":"Dilanthi Koralagama","is_ca":false},{"name":"A. L. Sandika","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01019129798733515,"gpt":0.1921633730549029,"spread":0.1819720750675677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003731764,0.0001687419,0.0001339347,0.00143614,0.0009163521,0.001267249,0.0002869189,0.0002033824,0.002350276],"category_scores_gemma":[0.0009140108,0.0002147464,0.0001744959,0.001966756,0.0006268713,0.0007771064,0.0007892671,0.0002077325,0.0002013713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009472332,"about_ca_system_score_gemma":0.0007028644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02273402,"about_ca_topic_score_gemma":0.04851492,"domain_scores_codex":[0.9996001,0.0001065873,0.00003404927,0.00006813651,0.0000886958,0.0001024032],"domain_scores_gemma":[0.9994548,0.0001591562,0.0001849227,0.00002376504,0.0001020232,0.00007533667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001274206,0.00008030048,0.9441015,0.0001086693,0.00003343622,0.001697236,0.02284633,0.0002626443,0.002737827,0.0007692971,0.0002629112,0.02697239],"study_design_scores_gemma":[0.000006345402,0.0002413536,0.9238607,0.00006657206,0.0000373765,0.00063942,0.07148302,0.0008321749,0.0005401362,0.0003071329,0.001962132,0.00002369649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990389,0.00002684736,0.00004101443,0.00001746864,2.45759e-7,0.000007253318,0.00003827025,9.841635e-7,0.0008290727],"genre_scores_gemma":[0.999015,0.0001101034,0.0002587094,0.00001045362,5.939226e-7,0.000008346607,0.00008896155,0.000001291075,0.0005066643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02273402,"threshold_uncertainty_score":0.04520339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}