{"id":"W7098163263","doi":"","title":"Millennium Scholarship Foundation.","year":2013,"lang":"en","type":"article","venue":"","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Key (lock); Perspective (graphical); Field (mathematics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001971625,0.001207774,0.001087211,0.002115842,0.002112155,0.00542508,0.001861852,0.002100372,0.494624],"category_scores_gemma":[0.00623965,0.0006465412,0.0005212926,0.003203675,0.0005492066,0.003101292,0.004068822,0.004589557,0.4325221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002813723,"about_ca_system_score_gemma":0.01062649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02302862,"about_ca_topic_score_gemma":0.03583183,"domain_scores_codex":[0.9982542,0.0001480922,0.0001191494,0.0002341095,0.000938669,0.0003057388],"domain_scores_gemma":[0.9968593,0.0002001973,0.0001262065,0.0003630803,0.001618179,0.0008330797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003499088,0.00003103171,0.000166265,0.0001014618,0.000004081307,0.00003082465,0.00005171603,0.00002357454,0.00004933038,0.008906413,0.9056286,0.08497181],"study_design_scores_gemma":[0.000005799722,0.000007065545,0.0003254348,0.00007260921,0.000001424094,0.00001816597,0.00004381074,0.000009944668,0.00001705485,0.000776798,0.9987197,0.000002294728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005837829,0.008281675,0.0009231105,0.02534102,0.008789069,0.0001726912,0.02904372,0.002064767,0.9248002],"genre_scores_gemma":[0.00305881,0.003994736,0.001381703,0.002247783,0.0002862549,0.0001538375,0.009308795,0.000760911,0.9788072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.505376,"threshold_uncertainty_score":0.7208575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1912120670516952,"score_gpt":0.4606856490803536,"score_spread":0.2694735820286583,"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."}}