{"id":"W1953748391","doi":"10.5539/elt.v8n12p27","title":"Toward Differentiated Assessment in a Public College in Oman","year":2015,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Differentiated instruction; Psychology; Alternative assessment; Mathematics education; Pedagogy; Medical education","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":[0.002656185,0.0001392084,0.0002313746,0.0002922212,0.0001335018,0.0001945647,0.0003969991,0.0001075357,0.0001600162],"category_scores_gemma":[0.0009742499,0.0001389403,0.00004745159,0.0004515449,0.00005326782,0.0005004245,0.000124623,0.0006230965,0.000009030136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005984148,"about_ca_system_score_gemma":0.0002412612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005695644,"about_ca_topic_score_gemma":0.01582647,"domain_scores_codex":[0.9975988,0.0007823741,0.0002713658,0.0002649879,0.0005806712,0.0005017746],"domain_scores_gemma":[0.9994197,0.0001378358,0.0000707755,0.0001614136,0.00003716503,0.0001730881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006434301,0.0002686311,0.3412232,0.000005240742,0.00001081659,0.0001043156,0.6233333,0.000003818231,0.00002823225,0.03284413,0.0008342311,0.001337652],"study_design_scores_gemma":[0.001952197,0.00003503944,0.08711125,0.00004673338,0.0000066722,3.384748e-7,0.9005794,0.000302646,0.000004603834,0.0003511854,0.009330341,0.0002796068],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7868111,0.00007331218,0.00003353005,0.0005588696,0.0004929848,0.0002534681,0.000004719469,0.0001414128,0.2116306],"genre_scores_gemma":[0.9979228,0.000005963223,0.0005368416,0.00009077484,0.0003648218,0.00003400617,0.0000241203,0.00001617995,0.001004476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2772461,"threshold_uncertainty_score":0.8831544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05231859139052725,"score_gpt":0.3578362767086905,"score_spread":0.3055176853181633,"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."}}