{"id":"W2112552179","doi":"10.12968/sece.2013.11.1909","title":"A lasting partnership between state and independent schools","year":2013,"lang":"en","type":"article","venue":"SecEd","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"General partnership; State (computer science); Mathematics education; Political science; Public administration; Psychology; Mathematics; Law","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":[0.0003858906,0.00004093348,0.00006905938,0.00003081937,0.0001973556,0.0001251853,0.00005879709,0.00003630795,0.000301851],"category_scores_gemma":[0.0001376464,0.0000369763,0.00001226718,0.00009749162,0.00003501907,0.0001549642,0.00001558397,0.00007473911,0.000449555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002575611,"about_ca_system_score_gemma":0.0001047386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009566893,"about_ca_topic_score_gemma":0.0007194943,"domain_scores_codex":[0.9993713,0.0001169235,0.0001040577,0.0000899903,0.0001351465,0.0001825613],"domain_scores_gemma":[0.9995965,0.00009023218,0.00005040218,0.00006127956,0.00005072045,0.0001508721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[7.253018e-7,0.00000697657,0.8867195,0.00001279494,0.00001389979,2.513283e-7,0.08544847,5.115198e-7,0.0001590178,0.01041103,0.006531136,0.01069566],"study_design_scores_gemma":[0.0002825925,0.00002280146,0.7807683,0.00004421764,0.000006937736,4.729725e-7,0.05999187,0.000004189358,0.0001303908,0.006313286,0.1522318,0.0002031036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959443,0.00002816385,0.0000131911,0.002403064,0.00007435677,0.0001612365,0.000001416687,0.00002447752,0.03785108],"genre_scores_gemma":[0.9920646,0.000005921394,0.0000608654,0.0001304217,0.0004504385,0.00001936465,0.000001023418,0.000003973509,0.007263394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1457007,"threshold_uncertainty_score":0.9970285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07066611025918687,"score_gpt":0.3716289089553571,"score_spread":0.3009627986961702,"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."}}