{"id":"W2462692062","doi":"","title":"От политехнического института до строительной академии","year":2016,"lang":"uk","type":"article","venue":"Вісник Придніпровської державної академії будівництва та архітектури","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prosperity; Architecture; Quarter (Canadian coin); Vocational education; Higher education; Investment (military); Position (finance); Engineering; Political science; Sociology; Civil engineering; Pedagogy; History; Law; Business; Archaeology","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":[0.001251873,0.0003994341,0.0002995726,0.001905095,0.002059431,0.004992078,0.000476433,0.0008147889,0.01860324],"category_scores_gemma":[0.002455651,0.000485671,0.0003791298,0.001869925,0.005288679,0.001894762,0.001723391,0.001806388,0.005024956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002153713,"about_ca_system_score_gemma":0.003597532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004194607,"about_ca_topic_score_gemma":0.006294198,"domain_scores_codex":[0.9984485,0.000316473,0.00008379488,0.0002573465,0.0007051734,0.0001886684],"domain_scores_gemma":[0.9989952,0.0003079617,0.0001127945,0.0001948546,0.0003087716,0.00008039185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004948107,0.00003353752,0.0008124769,0.0002283221,0.00001322784,0.0006699585,0.004401991,0.0005434947,0.004096593,0.8667818,0.006123111,0.116246],"study_design_scores_gemma":[0.00002049223,0.00004502483,0.002381033,0.0002481543,0.0000167573,0.001064089,0.002644799,0.0004761963,0.003585601,0.1615525,0.8279157,0.00004969613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05316794,0.01729833,0.08823583,0.004796881,0.001351841,0.0002487923,0.0006323811,0.0003391161,0.8339289],"genre_scores_gemma":[0.7816914,0.01897721,0.08184796,0.0005288636,0.0004897847,0.0006178591,0.0003196622,0.0003501417,0.115177],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01860324,"threshold_uncertainty_score":0.06223404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645237651917418,"score_gpt":0.3032391461560334,"score_spread":0.2467867696368592,"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."}}