{"id":"W3201965366","doi":"10.31219/osf.io/3dkhs","title":"Evi Hardiyanti Simamora","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Local Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Deliberation; Agency (philosophy); Function (biology); Element (criminal law); Public administration; Geography; Regional science; Political science; Sociology; Law; Social science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005095626,0.0002398323,0.000258817,0.0004771813,0.001519587,0.001895962,0.0003929107,0.0007181307,0.07245483],"category_scores_gemma":[0.001171693,0.0001591419,0.0001630679,0.0004865466,0.000662951,0.0008391392,0.001656638,0.001050259,0.01569273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006085319,"about_ca_system_score_gemma":0.001039753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009523219,"about_ca_topic_score_gemma":0.001460214,"domain_scores_codex":[0.9996234,0.00008573764,0.00002481022,0.00008725423,0.0001064645,0.00007238363],"domain_scores_gemma":[0.9996898,0.00007549357,0.00004494992,0.00004504648,0.0000845821,0.00006006928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005507107,0.0002220467,0.01621802,0.001350659,0.0000398775,0.003047442,0.01260335,0.0003513291,0.01322782,0.1849473,0.2289717,0.5384699],"study_design_scores_gemma":[0.000008115297,0.00004857713,0.004770367,0.00009040425,0.000006295733,0.0008275429,0.001293508,0.00009077081,0.001301484,0.002130575,0.9894239,0.000008424196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09914706,0.01077317,0.00436987,0.01177482,0.003181456,0.0001771966,0.001166065,0.0007629937,0.8686473],"genre_scores_gemma":[0.3397804,0.004154095,0.003150861,0.001692717,0.0004285901,0.0001222482,0.0007808112,0.0001532712,0.6497371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9275452,"threshold_uncertainty_score":0.2423856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04070460368606794,"score_gpt":0.3372434675139804,"score_spread":0.2965388638279125,"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."}}