{"id":"W2141786880","doi":"10.5539/ies.v1n3p95","title":"Problems and Solutions Related to College Students’ Belief","year":2008,"lang":"en","type":"article","venue":"International Education Studies","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; China; Psychology; Period (music); Politics; Social psychology; Higher education; Social influence; Mathematics education; Sociology; Pedagogy; Economic growth; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00555182,0.0002640663,0.0004041163,0.002083036,0.004014196,0.004085448,0.00133204,0.002229884,0.002205535],"category_scores_gemma":[0.0223226,0.0003942519,0.0004403919,0.002567582,0.008249402,0.002567311,0.002973696,0.003347129,0.0001509748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004612562,"about_ca_system_score_gemma":0.006700527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01281253,"about_ca_topic_score_gemma":0.01198459,"domain_scores_codex":[0.9928259,0.003449479,0.0004977962,0.0005651345,0.001536056,0.001125728],"domain_scores_gemma":[0.9869984,0.004726188,0.003208158,0.0006982415,0.002786716,0.001582284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001471302,0.0005935405,0.4813517,0.0004796758,0.0001116656,0.003302042,0.264368,0.0003578639,0.0007102517,0.06877558,0.01076555,0.169037],"study_design_scores_gemma":[0.00006353916,0.0001033172,0.2549371,0.0006459152,0.0000715311,0.001581588,0.644327,0.001483809,0.0005092238,0.07387193,0.02228775,0.0001172801],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732023,0.002681015,0.002032239,0.09741713,0.0004114125,0.0001013498,0.00009402246,0.00003478353,0.02402585],"genre_scores_gemma":[0.9968388,0.0006301299,0.0005611564,0.001086977,0.0000638147,0.00002235921,0.00002681067,0.00000441861,0.0007655319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01281253,"threshold_uncertainty_score":0.03346664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363509195070426,"score_gpt":0.4505133774547116,"score_spread":0.314162457947669,"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."}}