{"id":"W2905162182","doi":"10.22230/ijepl.2019v15n3a837","title":"What We Want, Why We Want It: K-12 Educators' Evidence Use to Support their Grant Proposals","year":2019,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Psychology; Public relations; Medical education; Political science; Medicine","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2876832,0.0002622091,0.0009640799,0.01170512,0.004592863,0.02093197,0.00183291,0.003061794,0.00210458],"category_scores_gemma":[0.595848,0.0009871244,0.0007254667,0.00932619,0.006958712,0.01241136,0.01235341,0.006069929,0.0003617778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007592553,"about_ca_system_score_gemma":0.03715456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006290838,"about_ca_topic_score_gemma":0.01389909,"domain_scores_codex":[0.7844732,0.1478344,0.03490165,0.004576743,0.02230761,0.005906314],"domain_scores_gemma":[0.1852775,0.7374231,0.03581561,0.0113844,0.02430106,0.005798389],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005540541,0.0004975607,0.2249713,0.006466368,0.0004027997,0.00113186,0.387922,0.0003291446,0.001212248,0.01618446,0.004693247,0.3556349],"study_design_scores_gemma":[0.0001662513,0.0006755309,0.1078667,0.02578254,0.0006910529,0.001358414,0.7311671,0.001046289,0.003225969,0.01208426,0.1155702,0.0003655936],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977149,0.01014176,0.007113859,0.06706586,0.0003578583,0.0004922701,0.0002960672,0.00005524034,0.01676226],"genre_scores_gemma":[0.9854732,0.00322131,0.007369286,0.00296718,0.00004603537,0.0001701719,0.00007552253,0.00002109992,0.0006561911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7123168,"threshold_uncertainty_score":0.8784134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4423148636280642,"score_gpt":0.4830815031463057,"score_spread":0.0407666395182415,"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."}}