{"id":"W1702503200","doi":"","title":"Voluntary Service: The Important Carrier of Ideological and Political Education of College Students","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Politics; Order (exchange); Service (business); Work (physics); Political education; Public relations; Turnover; Political science; Sociology; Pedagogy; Management; Business; Marketing; Economics; Finance; Law; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001356626,0.00005414296,0.0001161652,0.00005889577,0.000494424,0.00002595117,0.0004501652,0.00008340613,0.00007132042],"category_scores_gemma":[0.001050669,0.00003866467,0.00002231307,0.0007217432,0.003115985,0.0001182606,0.00005122862,0.00008371881,0.000002607816],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003447964,"about_ca_system_score_gemma":0.006174159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3447466,"about_ca_topic_score_gemma":0.09384859,"domain_scores_codex":[0.9985725,0.0001255948,0.0001940736,0.0001441821,0.0005219863,0.0004416073],"domain_scores_gemma":[0.9984568,0.00008667225,0.00006309225,0.00007985497,0.0004847208,0.0008288412],"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":[0.000002056617,0.00002181795,0.2226377,0.00000277907,0.000001388102,3.821299e-7,0.005100381,1.323445e-8,0.00001438586,0.7712108,0.0007127386,0.0002955245],"study_design_scores_gemma":[0.0001312205,0.00006767952,0.7691427,0.00001118106,0.00002164102,0.00000208508,0.1141297,0.000006633024,0.0000653611,0.08447532,0.03180835,0.0001381202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971379,0.00005932559,6.105767e-7,0.01306743,0.0003200061,0.0001626154,0.00004211143,0.000004915517,0.08920508],"genre_scores_gemma":[0.9968538,0.000002289713,0.00002868925,0.002622936,0.0002115631,0.000007161047,0.000001713525,0.000001689958,0.0002701122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6867355,"threshold_uncertainty_score":0.999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187819489195683,"score_gpt":0.3635376804871864,"score_spread":0.3316594855952296,"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."}}