{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001995095,0.0008312517,0.0006262267,0.001319368,0.003766049,0.005393528,0.002371698,0.003230191,0.8467684],"category_scores_gemma":[0.008814633,0.0004368434,0.0008140532,0.0009342079,0.0006738012,0.003821447,0.004980471,0.003341341,0.6010125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00208156,"about_ca_system_score_gemma":0.003648941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0036682,"about_ca_topic_score_gemma":0.008003653,"domain_scores_codex":[0.9979609,0.0003630038,0.0001032049,0.0004146769,0.0007923056,0.0003657691],"domain_scores_gemma":[0.9950066,0.0007135865,0.0002323772,0.0006919978,0.001719442,0.001636067],"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":[0.00005721135,0.00001969658,0.00009960827,0.00007234151,0.000002407785,0.00006619982,0.0000895534,0.00003132598,0.0001121281,0.006012151,0.9583092,0.0351283],"study_design_scores_gemma":[0.000006096197,0.00001015228,0.0001498548,0.00003096491,8.238731e-7,0.00002898882,0.00009618734,0.00001515185,0.00004527292,0.0007798043,0.9988329,0.000003814509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001236178,0.0008963684,0.002563538,0.02127088,0.03415315,0.0006966937,0.007442858,0.00235359,0.9293868],"genre_scores_gemma":[0.006088384,0.0004478536,0.001316809,0.005732526,0.002396085,0.0003097219,0.003429789,0.0008484911,0.9794303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1532316,"threshold_uncertainty_score":0,"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."}}