{"id":"W3134509250","doi":"10.14232/belv.2020.3.1","title":"Volunteerism and Voluntary Work","year":2020,"lang":"en","type":"article","venue":"Belvedere Meridionale","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Milton District Hospital","funders":"","keywords":"Voluntary sector; Voluntary association; Solidarity; Work (physics); Turnover; Value (mathematics); Public relations; Political science; Economic growth; Sociology; Management; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.002192775,0.0001324485,0.0001996206,0.0007846334,0.003141236,0.003258176,0.0004536242,0.0007374219,0.002238233],"category_scores_gemma":[0.003596243,0.00008374434,0.000205064,0.0007907878,0.008691785,0.001268815,0.004171207,0.0007575171,0.0002239028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099961,"about_ca_system_score_gemma":0.002568877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679268,"about_ca_topic_score_gemma":0.003024023,"domain_scores_codex":[0.9965838,0.001795043,0.0001115866,0.0001900042,0.0004010621,0.0009184878],"domain_scores_gemma":[0.9976709,0.0007866114,0.0004294369,0.0001842824,0.0001681446,0.0007605613],"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":[0.0001400112,0.0001057136,0.02113441,0.0003148681,0.00001779703,0.001300314,0.08212324,0.0005465992,0.0004235768,0.7554564,0.01526268,0.1231744],"study_design_scores_gemma":[0.00004201836,0.0002408232,0.09186134,0.001042363,0.00001753401,0.002119134,0.1029851,0.0007868828,0.0005038515,0.2133922,0.5869477,0.00006117263],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5610638,0.01741617,0.01037255,0.02667468,0.001692243,0.000160602,0.000121549,0.00006989586,0.3824285],"genre_scores_gemma":[0.9935353,0.001167133,0.0003972704,0.0003217047,0.000153532,0.00001762664,0.00001647022,0.000005792993,0.004385263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003258176,"threshold_uncertainty_score":0.01523638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05103232061761157,"score_gpt":0.2728095620080611,"score_spread":0.2217772413904495,"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."}}