{"id":"W4391869584","doi":"10.51644/9780889208971-002","title":"Preface","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Religion, Society, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0009992055,0.0008576228,0.0006046881,0.002119246,0.00372995,0.003995087,0.001227367,0.001227562,0.5129029],"category_scores_gemma":[0.005481804,0.0003291859,0.0004059683,0.001845837,0.0006702084,0.0027782,0.002431572,0.002657644,0.3382636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001823753,"about_ca_system_score_gemma":0.00261705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005223184,"about_ca_topic_score_gemma":0.006409637,"domain_scores_codex":[0.9992968,0.0001129593,0.00005041627,0.0001359537,0.000298291,0.0001056245],"domain_scores_gemma":[0.9977273,0.0003171756,0.000092781,0.000205262,0.001208603,0.0004488075],"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":[0.00002711173,0.00002083937,0.0001456928,0.00009715104,0.000001301887,0.00007002587,0.0001784351,0.0000311224,0.0001011176,0.004404716,0.9596813,0.03524108],"study_design_scores_gemma":[0.000001540694,0.000007793622,0.000279407,0.00007247622,4.841336e-7,0.0000412556,0.0001390849,0.000009643739,0.00003018139,0.0006203587,0.9987956,0.000002203567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001626014,0.007125652,0.002063798,0.01450448,0.06632531,0.0004217952,0.007451164,0.001025436,0.8994561],"genre_scores_gemma":[0.005690585,0.003805112,0.000886208,0.003759918,0.007610271,0.0002365062,0.007008724,0.000482038,0.9705207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4870971,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463840200977108,"score_gpt":0.2773837535801068,"score_spread":0.2527453515703357,"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."}}