{"id":"W4292828102","doi":"10.23977/aetp.2022.060912","title":"Research on teaching reform of introduction to sociology from the perspective of value orientation","year":2022,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Sociology; Ideology; Value (mathematics); Perspective (graphical); Politics; Engineering ethics; Curriculum theory; Task (project management); Pedagogy; Curriculum development; Political science; Management; Law; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001433071,0.00004447637,0.0001055126,0.0003293876,0.0004768404,0.000001622568,0.000241916,0.00009786258,0.0003294467],"category_scores_gemma":[0.001065786,0.00003599174,0.0000147291,0.0006924761,0.001539264,0.00006035438,0.00005534864,0.0005567019,0.000005634043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343049,"about_ca_system_score_gemma":0.0001275453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268949,"about_ca_topic_score_gemma":0.0001892169,"domain_scores_codex":[0.9984896,0.0007418781,0.0001819662,0.0002494697,0.0001585959,0.0001784602],"domain_scores_gemma":[0.9985973,0.00102232,0.00007561661,0.0001476832,0.0001351561,0.00002195746],"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":[0.00007339597,0.0002020683,0.006289735,0.000001182272,0.000004284306,6.7936e-8,0.01148025,0.00003885493,0.0001093605,0.9770137,0.0006251721,0.004161904],"study_design_scores_gemma":[0.00008048616,0.0002757054,0.03647622,0.000002480161,0.000001883118,0.000001075127,0.09336418,6.831542e-7,0.00003741761,0.818348,0.05138133,0.00003055376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.675589,0.0006955207,0.00004897075,0.305733,0.0006565803,0.0001429245,0.000009182038,0.000007003411,0.01711782],"genre_scores_gemma":[0.997544,0.0001545585,0.0006017092,0.001014405,0.000372191,0.0001276914,0.00001290242,0.000002387058,0.0001701577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.321955,"threshold_uncertainty_score":0.5671483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04150410239798104,"score_gpt":0.5070221763449846,"score_spread":0.4655180739470036,"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."}}