{"id":"W2984678164","doi":"","title":"LIVING LEGACIES 1914-18 Digital Centenaries","year":2019,"lang":"en","type":"article","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Crew; History; Quarter (Canadian coin); Art history; Event (particle physics); Art; Visual arts; Cartography; Archaeology; 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":[0.0002331269,0.000378717,0.0003931152,0.000418397,0.0007543482,0.0002638321,0.0007197983,0.0002283538,0.0018869],"category_scores_gemma":[0.0001632323,0.0003367048,0.0002588597,0.0008220931,0.0004689541,0.001831274,0.0002189964,0.0005577744,0.0003049044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007567566,"about_ca_system_score_gemma":0.0002874024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181892,"about_ca_topic_score_gemma":0.001920017,"domain_scores_codex":[0.9971002,0.0001856837,0.0003313494,0.0007175879,0.0007263673,0.0009388618],"domain_scores_gemma":[0.9982303,0.0004132871,0.0001887816,0.0004908387,0.0002002568,0.0004765391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001037779,0.0002108463,0.8517172,0.0002095315,0.0002012268,0.0007510217,0.0007980923,0.001191261,0.0003149082,0.002286985,0.0008304117,0.1404508],"study_design_scores_gemma":[0.001673911,0.004159736,0.3062779,0.0004552192,0.00008727611,0.0003118474,0.01790233,0.008141601,0.0004780846,0.002405254,0.6561447,0.001962083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8174624,0.0002515505,0.0007740599,0.0002065089,0.0006661585,0.0005416807,0.000308611,0.0003511454,0.1794379],"genre_scores_gemma":[0.9529187,0.000146992,0.0008920353,0.00004473164,0.0002577865,3.675913e-7,0.0002607452,0.00001446074,0.04546415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6553143,"threshold_uncertainty_score":0.9999085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129247219548952,"score_gpt":0.2003134038841394,"score_spread":0.1873886819292442,"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."}}