{"id":"W3016325666","doi":"10.1108/jea-09-2019-0169","title":"Surviving the reform: management usage of the garbage can model during implementation of reform","year":2020,"lang":"en","type":"article","venue":"Journal of Educational Administration","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Garbage; Typology; Originality; Value (mathematics); Affect (linguistics); Computer science; Management science; Qualitative research; Process management; Business; Economics; Psychology; Sociology; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535188,0.0001016049,0.0001744603,0.0001075089,0.0001697866,0.00007407095,0.0006928958,0.00002504834,0.0003107275],"category_scores_gemma":[0.0002236978,0.00005437318,0.0001617036,0.0004818902,0.00006832313,0.0004137221,0.00008161533,0.0001314193,0.000002171048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842757,"about_ca_system_score_gemma":0.001050051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005022969,"about_ca_topic_score_gemma":0.0001722103,"domain_scores_codex":[0.9966996,0.0001050878,0.001326659,0.0001470927,0.001605795,0.0001157542],"domain_scores_gemma":[0.9968906,0.0002104845,0.001862738,0.0002447593,0.0007156657,0.00007573673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000796288,0.002420052,0.3375272,0.0005586682,0.000906393,0.000002929739,0.03197075,0.006976754,0.1104166,0.4751515,0.01304509,0.02022783],"study_design_scores_gemma":[0.0005340585,0.0002976976,0.9109892,0.00005758568,0.00007787708,0.00001488481,0.03800794,0.0009523201,0.02825376,0.02030944,0.0003852074,0.0001199889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9314474,0.00002813483,0.0002985793,0.06429776,0.0003635365,0.0002323467,0.00002448147,0.000001192506,0.003306577],"genre_scores_gemma":[0.9974791,0.00001662727,0.001176575,0.0002754024,0.0002366257,0.000009661946,0.000007803405,0.000005856581,0.0007923215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5734621,"threshold_uncertainty_score":0.3402248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09419358044995939,"score_gpt":0.4190682753027983,"score_spread":0.3248746948528389,"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."}}