{"id":"W6926642856","doi":"10.25446/oxford.25780710.v1","title":"51397: In Action with our Canadian Troops, Official Pictures of the British Army in France","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infantry; Front (military); Parade; Officer; German; Front line; Trench; Heading (navigation)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008455363,0.00006514481,0.0001441168,0.00003414933,0.0001010088,0.00005903435,0.0002370494,0.0001033932,0.001402597],"category_scores_gemma":[0.00001046893,0.00005114155,0.00001966774,0.0001899875,0.00009122222,0.00002355682,0.00003982264,0.0001392378,0.00008880021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687147,"about_ca_system_score_gemma":0.0001342663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.949914,"about_ca_topic_score_gemma":0.9992955,"domain_scores_codex":[0.9994376,0.00004040896,0.00008007257,0.0001561942,0.0001440162,0.0001417594],"domain_scores_gemma":[0.9998588,0.000003807219,0.00004048129,0.00005808547,0.000001889393,0.00003695957],"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":[0.00001608473,0.0001361577,0.03176874,0.00004227086,0.00005940165,0.0001136608,0.018348,0.00003490614,0.00001058454,0.00003936469,0.7256677,0.2237631],"study_design_scores_gemma":[0.00007236411,0.000007879673,0.01106947,0.0001942842,0.00000555613,2.528492e-7,0.001774334,1.737178e-7,0.00000225973,0.00001946794,0.986783,0.00007094007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008991507,0.001048815,2.537989e-7,0.0008178237,0.0003941097,0.00033764,0.00004925126,8.757431e-7,0.9883597],"genre_scores_gemma":[0.1622281,0.0001527903,0.00003745998,0.00003168737,0.0001642185,0.00001211794,0.000001661985,0.00003001458,0.837342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2611153,"threshold_uncertainty_score":0.9995102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365822902921702,"score_gpt":0.282376199679737,"score_spread":0.25871797065052,"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."}}