{"id":"W2151299320","doi":"","title":"Examining Factors that Influence School Administrators' Responses to Large-Scale Assessment.","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School district; Christian ministry; Scale (ratio); Resistance (ecology); Professional development; Student achievement; Political science; Psychology; Medical education; Academic achievement; Public relations; Pedagogy; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.03529591,0.0002655681,0.0003940862,0.001773788,0.004721627,0.003787909,0.0008189154,0.0008102406,0.001463222],"category_scores_gemma":[0.1304535,0.0004314633,0.0002896978,0.002045216,0.00216534,0.00137237,0.002851734,0.00169602,0.0002434319],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00774639,"about_ca_system_score_gemma":0.01833971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07825538,"about_ca_topic_score_gemma":0.1907771,"domain_scores_codex":[0.9487536,0.03333353,0.003576458,0.00141256,0.008639923,0.004283916],"domain_scores_gemma":[0.8284833,0.08601017,0.02824034,0.003563977,0.04340105,0.01030111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00025456,0.0002278117,0.6499528,0.0003577486,0.00009641885,0.0004797639,0.2805451,0.0003382121,0.001784597,0.0008920123,0.00439255,0.06067833],"study_design_scores_gemma":[0.00002970395,0.0002319807,0.5269631,0.000254064,0.00004426577,0.0001633409,0.4561712,0.0006572295,0.0006747069,0.0006154688,0.0140729,0.0001220428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884952,0.0003997137,0.001037146,0.003380071,0.00008461652,0.0002177369,0.00007239381,0.00002305009,0.006289918],"genre_scores_gemma":[0.9984218,0.000144362,0.0005495026,0.0003332687,0.00001405698,0.00009238417,0.00002758475,0.000004840922,0.0004121536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9922536,"threshold_uncertainty_score":0.1866649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212223336893314,"score_gpt":0.4312797380885119,"score_spread":0.3100574043991805,"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."}}