{"id":"W6945506847","doi":"10.25446/oxford.25780812.v1","title":"51363: Tyne Cot British Military Cemetery","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.000443014,0.001397674,0.0008828276,0.002185148,0.004378531,0.002879841,0.001341801,0.001432032,0.8323694],"category_scores_gemma":[0.001002218,0.0006774008,0.0003990362,0.001853967,0.000758576,0.001077624,0.001826205,0.002163087,0.5421914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003907148,"about_ca_system_score_gemma":0.006370772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2045537,"about_ca_topic_score_gemma":0.4555804,"domain_scores_codex":[0.9996061,0.00001626473,0.00001113266,0.00009880929,0.0001773359,0.00009054039],"domain_scores_gemma":[0.999081,0.00004561179,0.00001846076,0.00004867255,0.0003111473,0.0004951408],"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":[0.000107917,0.00002630683,0.0003641688,0.0000825864,0.000004337634,0.000293616,0.0001084379,0.0001544691,0.001466951,0.004356212,0.8958449,0.09719],"study_design_scores_gemma":[0.000005156433,0.000008093414,0.0006634669,0.00003274667,0.000001583652,0.00009348226,0.00007967774,0.00006457338,0.000296828,0.0003003625,0.9984456,0.000008578532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001759623,0.001387808,0.001813949,0.00349456,0.001189579,0.00009314699,0.01531165,0.003128328,0.9718214],"genre_scores_gemma":[0.002673268,0.0005427826,0.0009329718,0.0001728296,0.00003324341,0.00001671773,0.002668127,0.0004988326,0.9924613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8323694,"threshold_uncertainty_score":0.4067262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714174993725895,"score_gpt":0.2540660461814518,"score_spread":0.2369242962441928,"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."}}