{"id":"W804697116","doi":"10.51644/yqrp1322","title":"Social engagement: risk and love","year":2008,"lang":"en","type":"article","venue":"Consensus","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Sociology; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002854536,0.00007421144,0.0001733665,0.00007255033,0.0003858853,0.00002403501,0.00007000282,0.00005368091,0.0002424121],"category_scores_gemma":[0.0001680911,0.00009326884,0.00004324174,0.00009256173,0.0001277311,0.00003032223,0.00006299774,0.000168135,0.0005970752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003319775,"about_ca_system_score_gemma":0.00001755789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002228196,"about_ca_topic_score_gemma":0.00002277978,"domain_scores_codex":[0.9994914,0.00003060265,0.0001918822,0.0001147208,0.00001669031,0.0001547225],"domain_scores_gemma":[0.9996547,0.00009220489,0.00009939243,0.0000957039,0.00001318537,0.00004487599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002975579,0.00009800631,0.8141302,0.00001528321,0.0001469417,0.00003895112,0.04107945,8.186805e-7,0.00001004504,0.0843982,0.04811024,0.01194208],"study_design_scores_gemma":[0.0007418788,0.00002377791,0.7712386,0.000002349746,0.000005228536,0.00001102071,0.000604961,0.00007555782,0.00001257896,0.02713325,0.1999016,0.0002491139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9015095,0.0008836022,0.00003378094,0.0006991196,0.0001039683,0.00006400388,0.00003518504,0.00002286049,0.09664795],"genre_scores_gemma":[0.9961988,0.0005317592,0.0002302669,0.0001359049,0.00006863591,0.000001034066,0.000003414794,0.000008831384,0.0028214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1517914,"threshold_uncertainty_score":0.7674392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118063787216686,"score_gpt":0.2633267195388326,"score_spread":0.1452629323221466,"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."}}