{"id":"W4297038967","doi":"10.32370/ia_2022_09_8","title":"Vectors of the Development of Education as a Socio-Cultural Phenomenon and a Factor of Influence on the Formation of Personality in a new Historical Dimension","year":2022,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personality; Process (computing); Sociology; Phenomenon; Value (mathematics); Subjectivity; Politics; Dimension (graph theory); Mathematics education; Psychology; Pedagogy; Epistemology; Computer science; Political science; Social psychology; Mathematics; Law","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":[0.001081074,0.0001691185,0.0001507135,0.001611495,0.001742812,0.003896579,0.0001919934,0.000236041,0.001854879],"category_scores_gemma":[0.001705131,0.00010737,0.000146895,0.001170016,0.004757423,0.001595626,0.00194342,0.0006796343,0.0001375939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002705374,"about_ca_system_score_gemma":0.002395241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00337351,"about_ca_topic_score_gemma":0.003904104,"domain_scores_codex":[0.9987675,0.0006370163,0.00005046122,0.0001333468,0.0002365425,0.0001751052],"domain_scores_gemma":[0.9986441,0.0003673993,0.000302563,0.0001090031,0.0002919663,0.0002848515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001367343,0.0001379701,0.3150453,0.0002904639,0.00008711642,0.002863672,0.152745,0.0008129333,0.003465083,0.3465745,0.002781308,0.17506],"study_design_scores_gemma":[0.00001005836,0.000199338,0.7020678,0.0003473694,0.00006838881,0.002344288,0.1346971,0.001251462,0.001290334,0.04155004,0.1161058,0.00006811127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9173867,0.003134788,0.005685274,0.004771109,0.0001296969,0.00005354218,0.00008645065,0.00004387118,0.06870856],"genre_scores_gemma":[0.9979304,0.0003352958,0.0003619943,0.00003686529,0.00001836587,0.000005011511,0.000009458422,0.000003696209,0.00129897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003896579,"threshold_uncertainty_score":0.019629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0471188682111618,"score_gpt":0.3111803907300172,"score_spread":0.2640615225188555,"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."}}