{"id":"W1917314246","doi":"10.3390/socsci4020313","title":"Awareness of Humanities, Arts and Social Science (HASS) Research Is Related to Patterns of Citizens’ Community and Cultural Engagement","year":2015,"lang":"en","type":"article","venue":"Social Sciences","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Exploratory research; Community engagement; Psychology; Social psychology; Public relations; Sociology; Political science; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008165268,0.000133141,0.0002473387,0.003141156,0.002613421,0.003660631,0.0005305345,0.0005689907,0.00356729],"category_scores_gemma":[0.03999401,0.0002434934,0.0003886812,0.00439204,0.005248435,0.001997503,0.004147492,0.001642888,0.0001608041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298932,"about_ca_system_score_gemma":0.01004809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08786248,"about_ca_topic_score_gemma":0.1705759,"domain_scores_codex":[0.9941193,0.001970968,0.0005418606,0.0005219495,0.001925509,0.0009204605],"domain_scores_gemma":[0.9184409,0.03287692,0.02348882,0.00521514,0.009331746,0.01064644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005799614,0.0001202293,0.9344937,0.0002552538,0.0001016225,0.0001213847,0.02915641,0.000155616,0.0008874222,0.002702955,0.0009414722,0.03100595],"study_design_scores_gemma":[0.000004480022,0.00007217588,0.9439132,0.0001889118,0.0000287299,0.0001512506,0.04611688,0.0001259591,0.0003340477,0.00231126,0.006714636,0.00003852524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815063,0.0005357782,0.0007283046,0.003232535,0.00001824237,0.00004616465,0.0002431499,0.00001292944,0.01367645],"genre_scores_gemma":[0.9984143,0.0003751331,0.0004135974,0.0001635947,0.00001127671,0.00002123785,0.0001137123,0.000003081823,0.0004841005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08786248,"threshold_uncertainty_score":0.1747022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4343011378259114,"score_gpt":0.4892490555414635,"score_spread":0.05494791771555213,"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."}}