{"id":"W138366606","doi":"","title":"The training and the challenges of social work in the XXI century","year":2009,"lang":"en","type":"article","venue":"Service social","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Work (physics); Sociology; Geography; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002697567,0.00009910853,0.0001846448,0.00001544119,0.002471545,0.00009386672,0.0006415419,0.000171384,0.00001186944],"category_scores_gemma":[0.0002201551,0.00005453238,0.00009127555,0.0004730236,0.001222469,0.00006467538,0.00004551202,0.0003663961,0.000003624036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006120937,"about_ca_system_score_gemma":0.0001096572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004198879,"about_ca_topic_score_gemma":0.003767564,"domain_scores_codex":[0.9977064,0.001006397,0.0002126586,0.000140892,0.0004933969,0.0004402241],"domain_scores_gemma":[0.9983535,0.001344394,0.0001006948,0.000108704,0.00006162581,0.00003102687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002139241,0.00001294995,0.00002234847,0.000002589371,0.000006579539,3.608211e-7,0.3639698,1.188827e-7,3.908354e-7,0.626128,0.00004758044,0.009787855],"study_design_scores_gemma":[0.0005167179,0.00001036576,0.06423793,0.000009279458,0.00002007652,2.145802e-7,0.545708,0.00001397264,1.900341e-7,0.3801181,0.009278531,0.0000865634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.279255,0.001450242,0.00000157123,0.5800801,0.0003445042,0.0004174364,0.000005208748,0.00003699581,0.1384089],"genre_scores_gemma":[0.9955637,0.0003797006,0.00001584751,0.003028682,0.0009548279,0.00001452111,7.107973e-7,0.000006569316,0.00003538024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7163088,"threshold_uncertainty_score":0.9988271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04009085891158226,"score_gpt":0.3311042802185467,"score_spread":0.2910134213069644,"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."}}