{"id":"W4401401248","doi":"10.47191/ijsshr/v7-i08-13","title":"Education of Exemplarity in Building Inclusive Villages","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Local Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mindset; Government (linguistics); Empowerment; Agency (philosophy); Documentation; Citizen journalism; Deliberation; Village communities; Economic growth; Political science; Sociology; Public relations; Social science; 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":[0.006200877,0.00003357013,0.00008082296,0.0005834805,0.0004609024,0.0002595535,0.0005121375,0.00003710852,0.00006092786],"category_scores_gemma":[0.0005576992,0.00002943495,0.00002707237,0.0006735853,0.001099692,0.0006395578,0.0001564914,0.0002341708,0.000001904897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006978812,"about_ca_system_score_gemma":0.002998447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002002645,"about_ca_topic_score_gemma":0.000344612,"domain_scores_codex":[0.9971186,0.00008553171,0.0002307081,0.0001050956,0.002280972,0.0001791029],"domain_scores_gemma":[0.9980384,0.0001233184,0.00007416304,0.00002259355,0.001675821,0.0000656721],"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":[0.0000113869,0.00006311004,0.003936992,0.000008007913,0.000008819163,0.00001886723,0.03348595,4.066034e-7,0.006654766,0.9160169,0.000902021,0.03889276],"study_design_scores_gemma":[0.0004636472,0.0001785978,0.3736623,0.0008736774,0.000006838084,0.00001719969,0.05813234,0.00001716268,0.004977799,0.2755703,0.285882,0.000218096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407626,0.0003162876,0.00001617346,0.004195917,0.0005482529,0.00006245981,0.000001490807,0.000003033049,0.05409374],"genre_scores_gemma":[0.9988277,0.000207447,0.00008541685,0.00004939438,0.0005200832,0.000001615528,1.561742e-7,0.000001934669,0.0003062398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6404466,"threshold_uncertainty_score":0.5319116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05828105655020812,"score_gpt":0.5242286283578866,"score_spread":0.4659475718076785,"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."}}