{"id":"W1625036273","doi":"10.3968/7119","title":"Understanding Essence of Socialist Core Values From Practice","year":2015,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Education, Technology, and Economics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Core (optical fiber); Epistemology; Perspective (graphical); Human being; Sociology; Human development (humanity); Social practice; Human life; Beauty; Environmental ethics; Philosophy; Law; Political science; Humanity; Computer science; History","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002279592,0.00007736908,0.000262901,0.0001374867,0.0002191394,0.000005661599,0.001146324,0.00007804566,9.753935e-7],"category_scores_gemma":[0.003250279,0.00007485766,0.00002325683,0.0004634964,0.03639222,0.0006072371,0.0005000856,0.0001236114,0.000002337177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765239,"about_ca_system_score_gemma":0.0004514004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001185719,"about_ca_topic_score_gemma":0.00004165802,"domain_scores_codex":[0.9989281,0.00005827962,0.0002966321,0.0003303683,0.0001539877,0.000232644],"domain_scores_gemma":[0.9981307,0.0008704425,0.0003283597,0.0003195489,0.0003156504,0.00003527218],"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":[0.0000054939,0.00006817548,0.02468715,0.00001171549,0.00003165273,0.000001553272,0.2520146,0.0001126757,0.0005707743,0.7211256,0.001252015,0.0001185687],"study_design_scores_gemma":[0.0001384179,0.00006394993,0.001884672,0.00001785509,0.000004751989,0.000001942016,0.4070386,0.0005189541,0.0003869233,0.589841,0.00003286162,0.00007004456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702743,0.001731876,0.01755219,0.005733301,0.002209367,0.00008900627,0.000003244309,0.00004040476,0.002366327],"genre_scores_gemma":[0.9757769,0.000419498,0.0235754,0.0001689078,0.00003822881,0.000004761467,2.979662e-7,0.000001945417,0.0000141003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.155024,"threshold_uncertainty_score":0.9662302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5016012462570325,"score_gpt":0.4590286570075485,"score_spread":0.04257258924948404,"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."}}