{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01609778,0.0004851843,0.0004343888,0.001625988,0.007535397,0.01023989,0.002421007,0.003545206,0.006452002],"category_scores_gemma":[0.01039698,0.0003912695,0.0005570918,0.002171442,0.007888722,0.003332907,0.007030845,0.005007083,0.001577749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02670985,"about_ca_system_score_gemma":0.05060483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2328863,"about_ca_topic_score_gemma":0.4466074,"domain_scores_codex":[0.9847712,0.004024978,0.00023015,0.0004977959,0.007864236,0.002611679],"domain_scores_gemma":[0.9877117,0.002290973,0.0004454791,0.0004275806,0.005277006,0.003847312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003201067,0.0006279557,0.02491236,0.0006541651,0.00007259938,0.0004584263,0.04572833,0.001103496,0.00301535,0.09709481,0.267931,0.5580815],"study_design_scores_gemma":[0.00003260956,0.0002542835,0.01847197,0.0002649436,0.00002376923,0.0001630848,0.02178177,0.0003966044,0.001224001,0.009539458,0.9477665,0.00008084439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1154137,0.01906497,0.01656996,0.4673014,0.004420318,0.0005098404,0.0003245834,0.0007844411,0.3756108],"genre_scores_gemma":[0.6589379,0.01398606,0.02577328,0.06428523,0.001016527,0.0003276537,0.0007415722,0.0003245125,0.2346073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2328863,"threshold_uncertainty_score":0.4630614,"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."}}