{"id":"W4248875871","doi":"10.31227/osf.io/ystgc","title":"Jurnal_TEDC Vol. 10 No. 3 September 2016","year":2019,"lang":"id","type":"preprint","venue":"","topic":"Food and Agricultural Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Humanities; Food science; Chemistry; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006621614,0.0009496631,0.0009592138,0.00003002308,0.0005628202,0.0008341036,0.002079389,0.0009307938,0.0823392],"category_scores_gemma":[0.0002098736,0.0002654266,0.000911949,0.0006975112,0.0003309139,0.0004854036,0.001501528,0.0009369779,0.1207624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115299,"about_ca_system_score_gemma":0.00009290072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009134914,"about_ca_topic_score_gemma":0.0007676873,"domain_scores_codex":[0.9946396,0.0002508358,0.0009068732,0.001778624,0.001156582,0.001267531],"domain_scores_gemma":[0.9969798,0.0003622001,0.0005869882,0.0002780957,0.001196702,0.0005962268],"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":[0.00005493098,0.0002484929,0.001310889,0.00007743301,0.00009365215,0.00001058842,0.0000364397,0.00006610428,0.02910891,0.0001334431,0.9564898,0.01236929],"study_design_scores_gemma":[0.0001714804,0.000784516,0.0370607,0.0003837141,0.00005179871,0.00001263425,0.0003359061,0.0002111921,0.001566156,0.0002876785,0.9579342,0.001200026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4050376,0.0010561,0.000001487577,0.004770272,0.008909691,0.0009817664,0.0001407426,0.0002471441,0.5788553],"genre_scores_gemma":[0.1861017,0.0008757332,0.0001103142,0.0007772399,0.004246722,0.00002729724,0.0002153379,0.000003349028,0.8076423],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2287871,"threshold_uncertainty_score":0.9999798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202472558317353,"score_gpt":0.2281027820746901,"score_spread":0.2060780564915166,"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."}}