{"id":"W4385740971","doi":"10.9752/ts056.08-10-2023","title":"Grain Transportation Report, August 10, 2023","year":2023,"lang":"en","type":"report","venue":"","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Army Corps of Engineers","keywords":"Environmental science; Business","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":[0.0003225219,0.0002679034,0.0002779558,0.0003112095,0.00003109176,0.00004242939,0.0001274825,0.0002642164,0.00500732],"category_scores_gemma":[0.00004765183,0.0002694778,0.0001535983,0.0004364494,0.00001842971,0.0000612154,0.00001041049,0.0001340494,0.001053224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719632,"about_ca_system_score_gemma":0.00008777295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002918247,"about_ca_topic_score_gemma":0.003701274,"domain_scores_codex":[0.9982353,0.000006864957,0.0005848882,0.0002996091,0.0006284989,0.0002448491],"domain_scores_gemma":[0.9992936,0.00001218669,0.00009333284,0.000387998,0.0001321669,0.00008076393],"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":[9.149448e-7,0.000006764239,0.00007438213,0.0005651148,0.0001160182,0.0005625795,0.00001172674,0.001215891,0.000009098334,0.0003515154,0.9950383,0.002047727],"study_design_scores_gemma":[0.00008632594,0.000008051056,0.003405246,0.00007156882,0.00006462904,0.00001103467,0.0000337088,0.0007523476,0.00004044528,0.00007200159,0.9951538,0.0003008365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001161983,0.0002068849,0.006891597,0.0000594422,0.005468357,0.0004071133,0.0001179348,0.003002628,0.9837298],"genre_scores_gemma":[0.003078135,0.00174333,0.0002142936,0.00001846924,0.0002846454,0.000103704,0.007461966,0.0001698834,0.9869256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007344031,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05213822775748934,"score_gpt":0.2928508785969158,"score_spread":0.2407126508394265,"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."}}