{"id":"W4315630546","doi":"10.1007/978-3-030-81037-5_129-1","title":"Geoffrey Canada: Reimagining the School Community","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Status quo; Charter; Work (physics); Politics; Rhetoric; Injustice; Political science; Sociology; Social injustice; Political rhetoric; Charter school; Public administration; Gender studies; Law; Engineering","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001362448,0.0001712577,0.0001846027,0.00004272392,0.002325281,0.0001284354,0.0009359608,0.0001778553,0.003649932],"category_scores_gemma":[0.0002992896,0.0001077841,0.00007017892,0.00006801303,0.0002341406,0.0001279795,0.0001613345,0.001992758,0.001108501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998086,"about_ca_system_score_gemma":0.00349367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9800671,"about_ca_topic_score_gemma":0.9986389,"domain_scores_codex":[0.9985556,0.0001145705,0.0002010613,0.0001391994,0.0006516628,0.0003378942],"domain_scores_gemma":[0.9984907,0.0005592185,0.0001104634,0.0005417883,0.0001305422,0.0001673174],"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":[0.000003101153,0.000001721279,0.0008165603,0.00001179831,0.00004433024,0.000008190994,0.001279922,0.000003032068,2.104626e-7,0.1574848,0.8371996,0.00314678],"study_design_scores_gemma":[0.00004193283,0.000005437449,0.001396797,0.00006197963,0.00001933505,5.189819e-7,0.001941775,0.0000038502,6.084337e-7,0.009369898,0.986976,0.000181908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009170883,0.0001078478,0.000001418073,0.01225733,0.001076277,0.0001576397,0.00002178075,0.0001457967,0.9861402],"genre_scores_gemma":[0.003306622,0.0006395485,0.00001277737,0.003082753,0.001523862,0.000008151594,0.00002105037,0.00003178822,0.9913734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1497764,"threshold_uncertainty_score":0.9996693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07407691503910138,"score_gpt":0.3009281563451222,"score_spread":0.2268512413060208,"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."}}