{"id":"W6981616715","doi":"","title":"ERIC ED520371: Making Schools Work Better","year":2011,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Key (lock); Qualitative research; Program evaluation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005471036,0.000403671,0.0004787533,0.0001469918,0.0002326517,0.0001550259,0.0008225805,0.0008033468,0.6962773],"category_scores_gemma":[0.0002283957,0.0004249306,0.0002300358,0.0000314521,0.0003827833,5.562514e-7,0.0001137132,0.000586863,0.05931322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149248,"about_ca_system_score_gemma":0.0001310996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01909053,"about_ca_topic_score_gemma":0.007797555,"domain_scores_codex":[0.9973602,0.0002159116,0.0007283658,0.0002877544,0.000772091,0.0006356571],"domain_scores_gemma":[0.9982791,0.00009876278,0.0007818144,0.000443854,0.0002269662,0.0001695366],"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":[0.00003270082,0.00003244056,0.00001557015,0.0001709934,0.00005482296,0.00001956339,0.001648033,0.000007822452,2.761778e-8,0.0008167041,0.9944037,0.002797639],"study_design_scores_gemma":[0.0001240207,0.00005452958,0.00001193864,0.0005246478,0.00004541592,0.000008249924,0.000849614,6.634312e-7,0.000002761971,0.0001661536,0.9977553,0.0004567058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002945899,0.0004699738,0.000001412405,0.0002362189,0.0008825451,0.0005971672,0.0000466968,0.0003068433,0.9974297],"genre_scores_gemma":[0.001999471,0.0004090405,0.002083294,0.000540692,0.0007502263,0.00002256816,0.00004164197,0.0001431045,0.99401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6369641,"threshold_uncertainty_score":0.9998202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603747023845416,"score_gpt":0.2314981584368948,"score_spread":0.2154606881984406,"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."}}