{"id":"W2139091542","doi":"10.15195/v1.a26","title":"Secrets and Misperceptions: The Creation of Self-Fulfilling Illusions","year":2014,"lang":"en","type":"article","venue":"Sociological Science","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; York University; National Science Foundation","keywords":"Illusion; Public opinion; Social psychology; Psychology; Internet privacy; Political science; Law; Cognitive psychology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005348534,0.00004344574,0.0000693157,0.0000105913,0.0005469132,0.00002728734,0.0001621471,0.00002437354,0.00009120197],"category_scores_gemma":[0.00005567525,0.00002484903,0.00002985878,0.0001348771,0.0009836911,0.00006568675,0.00007593185,0.00007621849,0.000004928336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009284751,"about_ca_system_score_gemma":0.00002292432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004247487,"about_ca_topic_score_gemma":7.176574e-7,"domain_scores_codex":[0.9994997,0.00004486823,0.00009624348,0.0001297316,0.0001096469,0.0001198603],"domain_scores_gemma":[0.9996052,0.0001513614,0.00005228172,0.00008486085,0.00006419366,0.0000421207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[8.861658e-7,0.00003562202,0.07165437,0.000001792613,0.000004262647,1.773059e-8,0.00279518,0.0001278916,0.01015835,0.9050978,0.00001159292,0.01011218],"study_design_scores_gemma":[0.0002240685,0.0001323449,0.6483948,0.00002058984,0.00001567405,4.306142e-7,0.004601234,0.05956855,0.0002568712,0.2844606,0.002100053,0.0002248198],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842489,0.000009387317,0.005336026,0.0004220684,0.00004473703,0.00006277289,0.000003525595,0.00001218454,0.009860445],"genre_scores_gemma":[0.9990324,0.00001171823,0.0007772226,0.00008266645,0.00006986719,0.000004717962,0.000001484189,0.000001103969,0.00001886105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6206372,"threshold_uncertainty_score":0.4206469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370243499873229,"score_gpt":0.2928166132431778,"score_spread":0.2791141782444455,"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."}}