{"id":"W7011758326","doi":"","title":"Narrative and Summary of Extension Work Conducted in Halifax County, Virginia","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Work (physics); Extension (predicate logic); Period (music); Subject (documents)","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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004633232,0.002123647,0.003659704,0.003800705,0.0001878978,0.0002737409,0.001197096,0.00379097,0.0005461923],"category_scores_gemma":[0.00137536,0.002068657,0.0005587261,0.006393638,0.001467411,0.0004823097,0.001451081,0.005860561,0.0007202565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875297,"about_ca_system_score_gemma":0.002690602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00183684,"about_ca_topic_score_gemma":0.001350549,"domain_scores_codex":[0.9885183,0.0005477509,0.003097232,0.003011947,0.003291924,0.00153286],"domain_scores_gemma":[0.9927098,0.0007771456,0.001950407,0.002600578,0.001531591,0.0004304601],"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":[0.001246652,0.0008153624,0.004613291,0.00313576,0.001333552,0.004565317,0.003970385,0.0001075684,0.02748659,0.0009014431,0.9373733,0.01445082],"study_design_scores_gemma":[0.003676616,0.0006958195,0.0110182,0.04897367,0.001775911,0.001006174,0.004149227,0.0002685509,0.005185094,0.00661843,0.9104619,0.006170393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7442033,0.1228493,0.00008091787,0.001408724,0.008665315,0.007545464,0.007374687,0.00476971,0.1031026],"genre_scores_gemma":[0.9663249,0.01211362,0.002094654,0.0001331631,0.000764877,0.0005444614,0.002649472,0.002055563,0.01331925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221217,"threshold_uncertainty_score":0.9991505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295912754803116,"score_gpt":0.3025877966440909,"score_spread":0.2729965211637793,"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."}}