{"id":"W4289539708","doi":"10.30970/vla.2021.72.158","title":"LIFE PATH, SCIENTIFIC-PEDAGOGICAL AND PUBLIC ACTIVITY OF VOLODYMYR SOKURENKO (TO THE 100TH ANNIVERSARY OF HIS BIRTH)","year":2021,"lang":"en","type":"article","venue":"Visnyk of the Lviv University Series Law","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Path (computing); Mathematics education; Engineering ethics; Psychology; Sociology; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001812826,0.0005689689,0.0007814599,0.001929554,0.002690288,0.004319708,0.0004156496,0.001523923,0.005323624],"category_scores_gemma":[0.002025708,0.0003919065,0.0003157603,0.0009780024,0.003098699,0.001949144,0.003153218,0.003387526,0.004589533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002992381,"about_ca_system_score_gemma":0.001781917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002515898,"about_ca_topic_score_gemma":0.002239523,"domain_scores_codex":[0.9987856,0.000253683,0.0000840223,0.0002962989,0.0003667407,0.0002137055],"domain_scores_gemma":[0.9990716,0.0001702631,0.0001515435,0.00005298858,0.000276049,0.000277568],"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":[0.0001889565,0.0001188923,0.005003094,0.0009768454,0.00004979971,0.0006251739,0.006846556,0.0006257119,0.001405376,0.1345778,0.6589506,0.1906313],"study_design_scores_gemma":[0.00000301596,0.00004461751,0.003477787,0.0003150617,0.000007092216,0.0003403612,0.0003489555,0.00006883001,0.0002696791,0.002790774,0.9923214,0.00001239091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.04093919,0.4804672,0.003663254,0.09977361,0.1327882,0.0001140174,0.001376178,0.0002597274,0.2406187],"genre_scores_gemma":[0.3269479,0.1871101,0.0025396,0.01568787,0.03682331,0.0001411425,0.00130545,0.0004314902,0.4290132],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005323624,"threshold_uncertainty_score":0.02171129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05736451512766336,"score_gpt":0.280357745005894,"score_spread":0.2229932298782306,"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."}}