{"id":"W4387889400","doi":"10.59863/urzl9477","title":"ETS 2025 技能分类法","year":2023,"lang":"zh","type":"article","venue":"Chinese/English Journal of Educational Measurement and Evaluation","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"American Educational Research Association","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008275644,0.0003073768,0.0003140641,0.001976146,0.003320773,0.008222636,0.001043266,0.002161432,0.01399487],"category_scores_gemma":[0.01287428,0.000250759,0.0006403823,0.00238467,0.004694815,0.006567771,0.002487005,0.002630614,0.0025124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01367319,"about_ca_system_score_gemma":0.02835246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06199845,"about_ca_topic_score_gemma":0.05099187,"domain_scores_codex":[0.994324,0.001775414,0.0003266256,0.0005253863,0.002358869,0.0006896994],"domain_scores_gemma":[0.9936298,0.001769039,0.000321726,0.0002817525,0.00315747,0.0008401995],"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":[0.00004294571,0.00007785383,0.008012909,0.00009126338,0.00002076402,0.00008705207,0.003939474,0.001445662,0.000303464,0.885183,0.0437424,0.05705314],"study_design_scores_gemma":[0.00005868109,0.0001084642,0.04460541,0.0006165804,0.00005520333,0.0001697252,0.01906483,0.003312844,0.001928235,0.3779275,0.5520313,0.0001211517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.07001315,0.001840082,0.01191603,0.0724948,0.001289599,0.000194916,0.001071109,0.0002383917,0.8409419],"genre_scores_gemma":[0.8607409,0.001324868,0.01026479,0.007359193,0.0002605195,0.0003341397,0.0008720862,0.00008417444,0.1187593],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06199845,"threshold_uncertainty_score":0.1232752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1640086570006344,"score_gpt":0.4297771686394306,"score_spread":0.2657685116387962,"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."}}