{"id":"W7100219948","doi":"","title":"AISI AISI – Seven Years of Enthusiasm: Improving Learning and Schools –","year":2008,"lang":"en","type":"article","venue":"","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Work (physics); Quality management; Continuous education","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":[],"consensus_categories":[],"category_scores_codex":[0.0008820745,0.00007433648,0.0001582396,0.0001534811,0.0001152413,0.00007137567,0.0002146898,0.00003348508,0.0006867202],"category_scores_gemma":[0.0009024094,0.00005867439,0.00004779601,0.0002819258,0.00006039137,0.0003385615,0.0001379381,0.0001222147,0.00009358415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001937813,"about_ca_system_score_gemma":0.0001421262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001233785,"about_ca_topic_score_gemma":0.00001059241,"domain_scores_codex":[0.9983429,0.00005719889,0.0003797689,0.0002712527,0.0007991468,0.0001497005],"domain_scores_gemma":[0.9989728,0.0004166083,0.0001727787,0.0001704987,0.0001826573,0.0000846331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001936899,0.0001464642,0.7171534,0.000009396958,0.00002910744,0.000005405254,0.003216215,0.00003874348,0.03487318,0.002635705,0.01071446,0.2311586],"study_design_scores_gemma":[0.0006060536,0.0002773526,0.9358795,0.00001614493,0.00001069956,0.00001790293,0.009366378,0.001087057,0.007035603,0.003230264,0.04222011,0.0002529939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894853,0.00009301965,0.0005622282,0.0005979102,0.0001437643,0.000103604,0.000001247871,0.00001749672,0.00899543],"genre_scores_gemma":[0.9783736,0.00003031621,0.004038824,0.0001294299,0.00005826855,0.000005326303,0.000001724677,0.000005537699,0.01735695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2309056,"threshold_uncertainty_score":0.7519105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07376603673654646,"score_gpt":0.3827980422156227,"score_spread":0.3090320054790763,"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."}}