{"id":"W1840740095","doi":"10.3968/6699","title":"Research on the China’s Contemporary Education From the Perspective of Sociobiology","year":2015,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociobiology; China; Altruism (biology); Perspective (graphical); Experiential learning; Diversity (politics); Sociology; Elite; Social science; Pedagogy; Engineering ethics; Environmental ethics; Psychology; Political science; Social psychology; Law; Engineering; Philosophy","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":[0.006130966,0.0001070746,0.0003190842,0.0001152334,0.0004981022,0.000002338149,0.000847329,0.0001033268,0.00002379065],"category_scores_gemma":[0.002222151,0.0000559822,0.00005005181,0.0004387345,0.1020224,0.00005228972,0.0002770293,0.0005504354,0.00003252332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189176,"about_ca_system_score_gemma":0.0007062629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002001249,"about_ca_topic_score_gemma":0.000129412,"domain_scores_codex":[0.997524,0.001197573,0.0002700963,0.000384394,0.0002914816,0.0003324485],"domain_scores_gemma":[0.9954466,0.003158803,0.000172735,0.0004083359,0.0007863754,0.00002713454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000827878,0.0001116625,0.005442561,0.000002698408,0.00008524344,7.641567e-7,0.7444767,0.000001169587,0.00007241523,0.2139785,0.0356623,0.00008316768],"study_design_scores_gemma":[0.0002066032,0.0002668587,0.05408008,0.00002250619,0.000004520819,6.121214e-7,0.8120709,5.833505e-7,0.00004038797,0.1331048,0.0001582592,0.0000438547],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833265,0.01748298,9.979768e-7,0.04403639,0.0014644,0.0002679366,0.000008234273,0.000007128808,0.05340546],"genre_scores_gemma":[0.9988176,0.0001742938,0.00002122131,0.0003798189,0.0001948498,0.00007784041,6.223464e-7,0.000004551846,0.0003292152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1154911,"threshold_uncertainty_score":0.9004214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.54118724193344,"score_gpt":0.5532880475155436,"score_spread":0.01210080558210358,"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."}}