{"id":"W4408652543","doi":"10.25162/historia-2025-0009","title":"Conflict, Contact, and Collegia","year":2025,"lang":"en","type":"article","venue":"Historia","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"History; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002220922,0.0002728592,0.0003351357,0.001783381,0.005171517,0.005123933,0.0008369125,0.0009523128,0.006572638],"category_scores_gemma":[0.01299482,0.0001560481,0.0002179565,0.002248062,0.006832828,0.002634053,0.006506267,0.001497924,0.0004540005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635901,"about_ca_system_score_gemma":0.0008358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002304216,"about_ca_topic_score_gemma":0.00232336,"domain_scores_codex":[0.9975127,0.001271204,0.0001132868,0.0003077658,0.0004799924,0.0003149386],"domain_scores_gemma":[0.9902278,0.004446486,0.002108389,0.0004185014,0.0004934051,0.002305377],"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":[0.0003951234,0.001130702,0.3137988,0.0005680067,0.0002526617,0.002588001,0.2219374,0.0008749366,0.001040299,0.3057532,0.007138001,0.144523],"study_design_scores_gemma":[0.0001099867,0.000636418,0.5070231,0.0005900838,0.0001061166,0.003814093,0.1471649,0.001614506,0.0006494048,0.2190223,0.1191275,0.0001416278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8725722,0.006516508,0.002111759,0.00444478,0.0001424085,0.00003534026,0.00008905901,0.00001729919,0.1140706],"genre_scores_gemma":[0.9972699,0.0006004896,0.0001174719,0.0001478801,0.00006212275,0.00001351154,0.00002526242,0.000003703875,0.001759489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006572638,"threshold_uncertainty_score":0.02198768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851467225369411,"score_gpt":0.3137641986725634,"score_spread":0.2952495264188693,"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."}}