{"id":"W2309370966","doi":"10.1558/ptcs.v14i2.27220","title":"Roundtable","year":2015,"lang":"en","type":"article","venue":"PentecoStudies","topic":"Religion, Society, and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Redeemer University","funders":"","keywords":"Salient; Work (physics); Sociology; Public relations; Panel discussion; Political science; Law; Business; Engineering","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":[0.0005834553,0.00006488508,0.0001061581,0.0000189638,0.0004698103,0.0001109443,0.0001246945,0.00003109642,0.00002850442],"category_scores_gemma":[0.0002613708,0.00005750901,0.00004186819,0.0001475831,0.00009384222,0.0002481249,0.0000663664,0.00004568657,0.0002982245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003252816,"about_ca_system_score_gemma":0.0001549406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560253,"about_ca_topic_score_gemma":0.003375563,"domain_scores_codex":[0.999157,0.00004659433,0.0001032202,0.000125148,0.0003206087,0.0002474974],"domain_scores_gemma":[0.9995683,0.00004235676,0.00003217483,0.00007913147,0.0001620833,0.0001159345],"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":[0.000002533983,0.00001798807,0.001223162,0.000001805777,0.00001892173,0.000001197649,0.05371992,9.459245e-7,0.000001049817,0.0005091974,0.9444,0.0001032504],"study_design_scores_gemma":[0.0001663412,0.0000118867,0.002586998,0.000005431359,0.000005085713,3.083154e-7,0.04326031,7.031887e-7,0.0000126177,0.01062495,0.9432412,0.00008415215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.267205,0.3110929,0.0005580606,0.01396257,0.003753792,0.0004845518,0.000003031593,0.0004043462,0.4025358],"genre_scores_gemma":[0.7919389,0.1777219,0.001303146,0.000856297,0.0005865099,0.0000560332,0.000002612306,0.00001186469,0.02752274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.524734,"threshold_uncertainty_score":0.9909527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020533117022827,"score_gpt":0.359278432408218,"score_spread":0.2572251207059353,"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."}}