{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004088851,0.0001269426,0.0002276595,0.00002199302,0.000192732,0.0003013463,0.0003387487,0.0002467248,0.003300202],"category_scores_gemma":[0.0001272324,0.0001166841,0.0001354087,0.000118764,0.00009728302,0.00008867029,0.0005923038,0.0002800293,0.0002833254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785544,"about_ca_system_score_gemma":0.001544293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007614755,"about_ca_topic_score_gemma":0.003885528,"domain_scores_codex":[0.9985011,0.00008379636,0.0001803883,0.0003536538,0.0005975792,0.0002835397],"domain_scores_gemma":[0.9993693,0.0000387408,0.00008263895,0.0002563988,0.0001378032,0.0001151751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001953724,0.0003786549,0.04356322,0.0002537228,0.0004066323,0.0004554279,0.0662651,0.0002573652,0.00006402008,0.2715276,0.5114895,0.1053193],"study_design_scores_gemma":[0.0001002929,0.000004100175,0.01387886,0.0001549964,0.00001784432,3.136314e-7,0.005451071,0.00001392744,0.0002790294,0.003038255,0.976649,0.0004122886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06775285,0.001035529,0.002211805,0.006025134,0.002961406,0.0003031798,0.000006828902,0.0002107285,0.9194925],"genre_scores_gemma":[0.9333846,0.002191493,0.00481798,0.002180225,0.0006367357,0.0000324556,0.0000246376,0.00001458716,0.0567173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8656318,"threshold_uncertainty_score":0.9989936,"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."}}