{"id":"W3129033896","doi":"10.30845/ijbss.v11n12p4","title":"Civic Management Model: A Citizenship Management Practice","year":2020,"lang":"en","type":"article","venue":"International Journal of Business and Social Science","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Citizenship; Political science; Business; Sociology; Law; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896942,0.00007325163,0.0001092853,0.0001396605,0.0008482013,0.0003955814,0.0009625616,0.00002724479,0.00003346407],"category_scores_gemma":[0.00016328,0.00007021748,0.00004193766,0.0005704141,0.0003412203,0.0005452821,0.0002905084,0.0001916756,0.00000551854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286664,"about_ca_system_score_gemma":0.0001218392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008834698,"about_ca_topic_score_gemma":0.00001038203,"domain_scores_codex":[0.9979283,0.0001356189,0.0002271064,0.0001308271,0.001387378,0.0001908065],"domain_scores_gemma":[0.9984627,0.00007100801,0.0002513187,0.00005067243,0.00104549,0.0001188083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002292931,0.0001734278,0.0004653991,0.0000580368,0.0002930366,0.0002631485,0.09389192,0.001725229,0.0001029804,0.736435,0.001883567,0.164479],"study_design_scores_gemma":[0.003607575,0.0001595164,0.03852299,0.0003495504,0.0004143543,0.00005168414,0.4024185,0.006185185,0.00004163323,0.02651852,0.5208746,0.0008559591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1271724,0.000240072,0.02911089,0.2042914,0.001539929,0.0002703491,0.000004030277,0.00007652937,0.6372945],"genre_scores_gemma":[0.9917123,0.0006520232,0.002988626,0.004089875,0.0003618023,0.000001921513,5.266299e-7,0.000004979275,0.0001879117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.86454,"threshold_uncertainty_score":0.6523764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05360202073069066,"score_gpt":0.3436082576258199,"score_spread":0.2900062368951292,"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."}}