{"id":"W4401757740","doi":"10.9752/ts056.08-22-2024","title":"Grain Transportation Report, August 22, 2024","year":2024,"lang":"en","type":"report","venue":"","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[],"category_scores_codex":[0.0002395734,0.0002882119,0.0002589276,0.0003091487,0.00001618149,0.00008099487,0.0001055405,0.0002582895,0.005305559],"category_scores_gemma":[0.00001498603,0.0002696264,0.0001769431,0.0003195687,0.00001833465,0.00006022513,0.00001045413,0.0002256921,0.0004009664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002081666,"about_ca_system_score_gemma":0.0001044249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001303264,"about_ca_topic_score_gemma":0.0009189112,"domain_scores_codex":[0.9983387,0.000004890373,0.0005538187,0.0003276144,0.0005690994,0.0002059013],"domain_scores_gemma":[0.9994408,0.000005932356,0.00005221514,0.0003382998,0.00008598415,0.00007674484],"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":[5.37551e-7,0.000008392684,0.00003820642,0.001618225,0.000171834,0.0012677,0.000017718,0.0005299115,0.00002198594,0.003331242,0.9898602,0.003134098],"study_design_scores_gemma":[0.000054443,0.000006880447,0.0002975529,0.0001575503,0.0001521126,0.00003889878,0.00002920812,0.0006939899,0.0001072117,0.0003573867,0.9978022,0.0003025937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001306647,0.001590632,0.008819011,0.00007043146,0.009979133,0.0003199483,0.00008181977,0.001667401,0.9773409],"genre_scores_gemma":[0.02291279,0.00206123,0.0004555203,0.00004278161,0.0003569192,0.0001004493,0.002993358,0.0001869385,0.97089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02278212,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787910202096924,"score_gpt":0.2595903384895334,"score_spread":0.2417112364685642,"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."}}