{"id":"W4416067558","doi":"10.1017/s1466252325100017","title":"Carlton Gyles, 1940–2025","year":2025,"lang":"en","type":"article","venue":"Animal Health Research Reviews","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Context (archaeology); MEDLINE; Cause of death; Event (particle physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02178195,0.0001259873,0.000559325,0.0002106721,0.001861796,0.00008389579,0.0006785973,0.0002011876,0.0004710632],"category_scores_gemma":[0.01194791,0.0001120387,0.0001426467,0.001486599,0.001492171,0.0001139792,0.0002185781,0.0009708527,0.0008921553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008913489,"about_ca_system_score_gemma":0.002649987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02202336,"about_ca_topic_score_gemma":0.008867855,"domain_scores_codex":[0.9900293,0.006525507,0.0006535934,0.0004715614,0.0007722342,0.001547826],"domain_scores_gemma":[0.9962623,0.002328333,0.00006842788,0.0004233847,0.0003833962,0.0005341544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001757095,0.00004477983,0.0004529474,0.0003311663,0.000003766039,0.000004027767,0.002186744,9.70492e-9,0.00001676187,0.5839826,0.2768595,0.1361001],"study_design_scores_gemma":[0.00009936961,0.0001656634,0.001853858,0.0002682504,0.000002761331,2.527806e-7,0.002035086,0.000002962195,0.000004092912,0.01064026,0.9848545,0.00007291092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007822737,0.2376918,0.000107397,0.2514403,0.0006788856,0.003699049,0.00001866141,0.0001668706,0.4983743],"genre_scores_gemma":[0.4937174,0.4532183,0.001430037,0.01539146,0.001167233,0.0006857672,0.00002170399,0.00003114304,0.03433696],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.707995,"threshold_uncertainty_score":0.9998857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5562925045571958,"score_gpt":0.661999436687768,"score_spread":0.1057069321305721,"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."}}