{"id":"W6889256700","doi":"10.25446/oxford.25927783","title":"Walter Powell, Gwynedd Powell, Jack Edwards, Auxiliary Fire Service AFS","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brother; George (robot); Officer; Service (business); Military service; National service","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005424499,0.0006387974,0.000268193,0.0008727816,0.005974323,0.004003844,0.0005488655,0.001610367,0.3449],"category_scores_gemma":[0.002582548,0.0003803282,0.0001740639,0.0007460912,0.0005339042,0.002240523,0.001844527,0.002847595,0.1440376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001823523,"about_ca_system_score_gemma":0.001652629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03798843,"about_ca_topic_score_gemma":0.1132776,"domain_scores_codex":[0.9995813,0.00005703116,0.00001338339,0.00006983846,0.0001608089,0.000117639],"domain_scores_gemma":[0.9988524,0.0000858245,0.00004555615,0.0000340092,0.0003358586,0.0006463128],"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":[0.000005092575,0.000006140059,0.00008632178,0.00001492196,2.983647e-7,0.00004515949,0.0002044844,0.000002955629,0.00003596966,0.0003161527,0.9903868,0.00889577],"study_design_scores_gemma":[0.000001533817,0.00000486185,0.0004221842,0.00004179026,6.965976e-7,0.0001200684,0.001176397,0.000008506123,0.00002728816,0.00006386051,0.99813,0.000002863269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004819079,0.0144132,0.0005410307,0.08749443,0.02354392,0.0001063802,0.001480825,0.001177102,0.8664241],"genre_scores_gemma":[0.00706894,0.002898046,0.0001533047,0.005537797,0.0009245456,0.00002413092,0.0002753851,0.0002069488,0.9829109],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3449,"threshold_uncertainty_score":0.9344206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03485092368583392,"score_gpt":0.3275150901008407,"score_spread":0.2926641664150068,"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."}}