{"id":"W2162521705","doi":"10.1017/s0003975604001365","title":"The Diffusion of Christianity in the Third Century AD as a Case-Study in the Theory of Cultural Selection","year":2004,"lang":"en","type":"article","venue":"European Journal of Sociology","topic":"Religion and Society Interactions","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Christianity; Altruism (biology); Empire; Roman Empire; Selection (genetic algorithm); Epistemology; Sociology; Positive economics; Philosophy; History; Social psychology; Psychology; Religious studies; Economics; Ancient history; Computer science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.006415313,0.00006334297,0.0001390179,0.00003524358,0.0004941575,0.00002193089,0.0004060295,0.00003862338,0.00001297492],"category_scores_gemma":[0.0006442961,0.00002868644,0.0001434993,0.0002012041,0.0006195573,0.00007543884,0.00002292065,0.0006194717,0.000004774052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007330991,"about_ca_system_score_gemma":0.0001122166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250292,"about_ca_topic_score_gemma":0.001286229,"domain_scores_codex":[0.9928269,0.006302397,0.0004358385,0.00006339583,0.0002292383,0.000142267],"domain_scores_gemma":[0.9986729,0.0006633715,0.0004099369,0.00008741544,0.0001452281,0.00002113609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007895281,0.0003984869,0.004440466,0.000002267779,0.000030285,0.0002468223,0.9838338,0.00005241169,0.0003771734,0.00824075,0.00131434,0.0009841898],"study_design_scores_gemma":[0.0005717978,0.0004843675,0.05713486,0.00002043584,0.00001982943,0.0004169773,0.9323873,0.000001494605,0.000004993574,0.003518405,0.005401238,0.0000383263],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894643,0.000656317,0.00002174546,0.003619885,0.0002587036,0.0001623347,6.262349e-7,0.000002824014,0.005813208],"genre_scores_gemma":[0.9973689,0.002045475,0.00001168956,0.0004158198,0.0001258915,0.000001187316,2.044105e-7,0.000003563678,0.00002728852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05269439,"threshold_uncertainty_score":0.380071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059629915179777,"score_gpt":0.3362776853734571,"score_spread":0.3056813862216593,"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."}}