{"id":"W4381190995","doi":"10.32920/23541483","title":"Child and Youth Care - The Enhancement of Praxis: Theory to Practice or Theory vs Practice","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Praxis; Context (archaeology); Field (mathematics); Sociology; Child care; Pedagogy; Political science; Medicine; Nursing; Law; Archaeology; Geography; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02453865,0.0002645012,0.0003768486,0.0001260444,0.001537075,0.0005939,0.001825444,0.0002948859,0.0005991688],"category_scores_gemma":[0.059423,0.0001574933,0.0001144536,0.0009012443,0.00182696,0.0006139512,0.002246787,0.0008958051,0.00008808859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002887232,"about_ca_system_score_gemma":0.001826249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850483,"about_ca_topic_score_gemma":0.005936217,"domain_scores_codex":[0.989462,0.006000986,0.0004825021,0.0007989138,0.002538749,0.0007168496],"domain_scores_gemma":[0.988053,0.00930465,0.0005702241,0.0007075046,0.001044726,0.0003199206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00060716,0.00009271799,0.00002500115,0.00007514373,0.0001561109,0.000006746669,0.6939206,0.00001420678,0.000004579269,0.281837,0.001829128,0.02143161],"study_design_scores_gemma":[0.00008102903,0.0001710561,0.00006054643,0.0001628887,0.0001100493,7.934991e-7,0.7837777,0.000001013452,0.00009637253,0.01423675,0.2010965,0.0002052512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00144698,0.002042328,0.002935946,0.09222516,0.002089149,0.003971834,0.0001058677,0.000199921,0.8949828],"genre_scores_gemma":[0.9087353,0.01684037,0.01079587,0.007419995,0.002052672,0.0007517362,0.00002657779,0.00009001003,0.05328747],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9072883,"threshold_uncertainty_score":0.9997628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07890292476589993,"score_gpt":0.4527385116256967,"score_spread":0.3738355868597967,"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."}}