{"id":"W7028565161","doi":"","title":"ERIC ED478110: Teachers' Informal Learning, Identity and Contemporary Education \"Reform.\" NALL Working Paper.","year":2002,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Art, Aesthetics, and Perception","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distrust; Identity (music); Accountability; Negotiation; Government (linguistics); Politics; Work (physics); Democracy","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":[0.000245299,0.0003529735,0.0003741753,0.0001067897,0.0002643958,0.0002711585,0.0002150184,0.0003067337,0.3927301],"category_scores_gemma":[0.00004178048,0.0003375403,0.0001373046,0.000003542605,0.0003169563,0.000004531842,0.00007858063,0.0004392341,0.005756583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006220228,"about_ca_system_score_gemma":0.00004808837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01525249,"about_ca_topic_score_gemma":0.01076858,"domain_scores_codex":[0.9984667,0.00007723528,0.0006438585,0.0001867772,0.0003718944,0.0002535822],"domain_scores_gemma":[0.998782,0.00002816131,0.0007004883,0.0002290651,0.0001445649,0.0001156726],"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":[0.0000258696,0.00005359383,0.0000299765,0.0003008632,0.00003682313,0.000001829362,0.01184535,0.00001055856,4.760972e-8,0.0005421018,0.9759659,0.01118714],"study_design_scores_gemma":[0.0003373816,0.0001468678,0.00004694041,0.0003915883,0.00004522918,0.00002809444,0.004397042,0.00001650694,1.408997e-7,0.00002847467,0.9941793,0.0003824317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005164656,0.001132396,2.602129e-7,0.0001120621,0.0005713789,0.0003625379,0.00003741692,0.0002065437,0.997061],"genre_scores_gemma":[0.01365128,0.001078456,0.0001276947,0.0004330581,0.0007645044,0.00001823094,0.0003784306,0.0001024901,0.9834459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3869735,"threshold_uncertainty_score":0.9999077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754542139944717,"score_gpt":0.1983462508584012,"score_spread":0.1808008294589541,"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."}}