{"id":"W7150854021","doi":"10.14457/stou.the.2020.87","title":"ปจจยทมอทธพลตอราคากงหนาฟารมในประเทศไทย: การศกษาเชงประจกษดวยวธการทางอนกรมเวลา","year":2020,"lang":"","type":"dataset","venue":"NRCT Data Center","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shrimp; Production (economics); Shrimp farming; Consumption (sociology); Decapoda","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.003976278,0.007494308,0.00689349,0.001980235,0.001491839,0.003603286,0.04420062,0.004001422,0.04803521],"category_scores_gemma":[0.005155311,0.006848496,0.001643516,0.004306564,0.002379958,0.006404735,0.04722654,0.01069724,0.8043032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001915882,"about_ca_system_score_gemma":0.002678456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006778939,"about_ca_topic_score_gemma":0.0009874731,"domain_scores_codex":[0.9604834,0.003408943,0.006643997,0.01481301,0.007510138,0.007140535],"domain_scores_gemma":[0.9458906,0.001026618,0.004456152,0.04266516,0.0009205366,0.005040907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002136799,0.004638344,0.0004019908,0.002381472,0.003947814,0.003352436,0.0001714865,0.000003307127,0.0002162173,0.00003683056,0.9738872,0.008826114],"study_design_scores_gemma":[0.00843945,0.0009169856,0.0002241344,0.00198414,0.003805803,0.0007307612,0.0001681311,0.00121829,0.00008568612,0.00006748075,0.9752783,0.007080868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000008294172,0.001519378,0.0002194603,0.006153789,0.01340899,0.004917041,0.9708244,0.001149219,0.001799381],"genre_scores_gemma":[0.0002315033,0.00578986,0.001473425,0.01241889,0.01089039,0.0002015678,0.9654295,0.002495547,0.001069312],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.756268,"threshold_uncertainty_score":0.9998081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068677343045428,"score_gpt":0.3341569188349658,"score_spread":0.227289184530423,"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."}}