{"id":"W2347761038","doi":"","title":"The Research on Professional Maturity of College Students","year":2010,"lang":"en","type":"article","venue":"Journal of Jincheng Institute of Technology","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Maturity (psychological); Mastery learning; Quarter (Canadian coin); Scale (ratio); Likert scale; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009937842,0.00009354632,0.0001101815,0.0008290723,0.0004593952,0.0006750579,0.0001981545,0.0001863551,0.001925938],"category_scores_gemma":[0.004768623,0.00008856408,0.0002018533,0.0006123981,0.0001612672,0.0005362056,0.0004675696,0.0007161833,0.0002286675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681136,"about_ca_system_score_gemma":0.0007996495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926244,"about_ca_topic_score_gemma":0.004809228,"domain_scores_codex":[0.9995327,0.0001050088,0.00004740262,0.00004386852,0.0001674081,0.0001035649],"domain_scores_gemma":[0.9953321,0.0005322496,0.001325652,0.0002101148,0.001360413,0.001239477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004968246,0.0002107082,0.9625826,0.00004328887,0.00001967945,0.0000410674,0.002496086,0.00003837263,0.0007790789,0.0006651302,0.0004654445,0.03260887],"study_design_scores_gemma":[0.000001990917,0.00007427356,0.9963008,0.00001411471,0.00000501051,0.00006097976,0.001335493,0.0001020348,0.0001988096,0.0002083231,0.001694745,0.000003389579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947273,0.0002585067,0.000165436,0.0002259423,0.000009187512,0.00001394638,0.00008126503,0.000003816857,0.004514679],"genre_scores_gemma":[0.9987518,0.0001462713,0.00009950418,0.00002394513,0.00000578218,0.000008994509,0.00009425513,0.000001012117,0.0008684196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002926244,"threshold_uncertainty_score":0.006442904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05776870710664934,"score_gpt":0.461242118415968,"score_spread":0.4034734113093187,"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."}}