{"id":"W4364374531","doi":"10.18280/ijsdp.180311","title":"Modeling the Planning of the Potential for Sustainable Development of the Region in the System of Public Administration of Social Security","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Socioeconomic and Demographic Analysis","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Administration (probate law); Business; Environmental planning; Social security; Public security; Environmental resource management; Public administration; Political science; Geography; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005195918,0.0003253657,0.000232897,0.0007167661,0.0006864596,0.001811588,0.0006275986,0.0005051473,0.004696297],"category_scores_gemma":[0.0008424576,0.0002036659,0.0006132708,0.0008409207,0.0007476435,0.001717045,0.0009871658,0.0005660742,0.0003203948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181675,"about_ca_system_score_gemma":0.003338768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01553278,"about_ca_topic_score_gemma":0.02020376,"domain_scores_codex":[0.9996181,0.0001938532,0.00001401862,0.00005279888,0.00007193395,0.00004928658],"domain_scores_gemma":[0.9997304,0.0001066048,0.00004325797,0.00001772481,0.0000677841,0.00003418164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002502744,0.0000445734,0.004064865,0.0001094113,0.00003008349,0.0001849864,0.0005259857,0.6858516,0.001641673,0.2943805,0.0009662298,0.01217502],"study_design_scores_gemma":[0.0000116888,0.0000633127,0.001941572,0.00004062518,0.0000297424,0.00006570753,0.001028469,0.9016609,0.0007325247,0.08519415,0.009210013,0.00002133999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1438383,0.0002066674,0.7651548,0.001208353,0.00004828574,0.0002413824,0.0004626911,0.0002169287,0.08862252],"genre_scores_gemma":[0.8872265,0.0003728838,0.1022293,0.00002978038,0.00001191266,0.0002528726,0.0001818561,0.0000284578,0.009666343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01553278,"threshold_uncertainty_score":0.03088474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979764874361915,"score_gpt":0.2553160514427155,"score_spread":0.2355184026990964,"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."}}