{"id":"W7135799081","doi":"","title":"Influencing Ideas","year":2008,"lang":"en","type":"article","venue":"WU Research","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007566291,0.00003755632,0.00007223633,0.0000554615,0.002012278,0.00003753246,0.0002905666,0.00009217203,0.001451143],"category_scores_gemma":[0.006063347,0.00003266405,0.00003678596,0.0004530372,0.0009432538,0.0003141474,0.00007560681,0.0005014519,0.0009177115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006390265,"about_ca_system_score_gemma":0.0003237546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002082769,"about_ca_topic_score_gemma":0.00009357015,"domain_scores_codex":[0.9964487,0.00233256,0.00009386264,0.0001609421,0.0005911214,0.0003728394],"domain_scores_gemma":[0.9969867,0.002518095,0.00002006984,0.0001509624,0.0001772756,0.0001469261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001163337,0.00007673642,0.03116569,0.000006220034,0.00001652255,0.0002573788,0.06302753,0.000002255199,0.0006045601,0.8788176,0.01678197,0.00912718],"study_design_scores_gemma":[0.0000856152,0.00004858746,0.006215096,0.000005345752,6.401442e-7,0.000002530045,0.007737378,0.000002061267,0.00005488225,0.08457364,0.9012091,0.00006518764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.516818,0.0003130614,0.000007625164,0.002516313,0.00005019329,0.00008922329,4.390933e-7,0.00004030873,0.4801649],"genre_scores_gemma":[0.9802805,0.0003837089,0.00006186614,0.000223102,0.0002904003,0.0000102875,5.628714e-7,0.000003329286,0.01874629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8844271,"threshold_uncertainty_score":0.9998602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5313015351422896,"score_gpt":0.5459825196554852,"score_spread":0.01468098451319555,"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."}}