{"id":"W7052546500","doi":"","title":"Socio-Cultural Potential of a scientific Library of Higher Education Institution in Students’ value Attitude to Education Development","year":2015,"lang":"en","type":"other","venue":"zvestiya of the National Academy of Sciences of Belarus (National Academy of Sciences of Belarus)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Institution; Context (archaeology); Higher education; Personality; Consciousness; Work (physics); Process (computing); Positive attitude","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003599764,0.0003153946,0.0006907351,0.001997454,0.0002153586,0.00003701829,0.003120652,0.0002853478,0.002176319],"category_scores_gemma":[0.0002356041,0.0002521814,0.0002088623,0.003136771,0.004915639,0.000492148,0.0008141687,0.0003779861,0.000004390252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000856828,"about_ca_system_score_gemma":0.004996386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006206684,"about_ca_topic_score_gemma":0.000004655575,"domain_scores_codex":[0.9901865,0.0001929051,0.00178615,0.0006701771,0.006841093,0.0003232178],"domain_scores_gemma":[0.9958661,0.0002138341,0.002822384,0.00007719979,0.000883072,0.0001373936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002150748,0.007463026,0.07245115,0.002061778,0.0004922761,4.964954e-8,0.001744676,0.01362832,0.1694429,0.5602512,0.1381865,0.03406309],"study_design_scores_gemma":[0.002178099,0.0005584115,0.7354837,0.005941372,0.0001849441,0.000003599768,0.001659703,0.000743317,0.1333143,0.05722573,0.06167757,0.001029267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8089521,0.001898632,0.00002181486,0.006438876,0.0005342378,0.002439316,0.0009325909,0.00001754934,0.1787649],"genre_scores_gemma":[0.9683345,0.00003557867,0.007831587,0.00008422279,0.0001682002,0.00004985368,0.00003640616,0.00002165107,0.02343801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6630325,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04339754629918628,"score_gpt":0.3642757083574691,"score_spread":0.3208781620582828,"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."}}