{"id":"W4389047567","doi":"10.4324/9781003177210-13","title":"Framing the looking glass","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); History; Archaeology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006438083,0.0001005504,0.0001062968,0.00002808994,0.001226332,0.00005585419,0.0002528383,0.0001180366,0.001598516],"category_scores_gemma":[0.0001338543,0.00006544028,0.00008979296,0.00003702571,0.0003407979,0.00003748719,0.0000707895,0.0002022165,0.001250043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004693491,"about_ca_system_score_gemma":0.0001231964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001921348,"about_ca_topic_score_gemma":0.001685588,"domain_scores_codex":[0.9992438,0.00003157964,0.0001089868,0.000146347,0.0003137884,0.0001554809],"domain_scores_gemma":[0.9990785,0.0006329441,0.00006945898,0.0001166989,0.00007137378,0.00003100986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.213086e-7,0.000001674482,0.00001557181,0.000003248824,0.00003349414,9.4845e-7,0.004909896,3.445263e-7,1.108957e-7,0.9815932,0.01163457,0.001806652],"study_design_scores_gemma":[0.000006747057,0.000001719203,0.00003304649,0.00003183379,0.00001342216,9.901421e-8,0.00640986,2.118431e-7,2.183461e-7,0.4106383,0.582796,0.0000684726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001872863,0.0003601515,0.00001165316,0.004278774,0.001200077,0.0001105122,0.000002834714,0.0001156212,0.9939017],"genre_scores_gemma":[0.004122563,0.000673794,0.00001419582,0.0003895468,0.001416585,0.00001086848,0.00000313324,0.00001586805,0.9933534],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5711615,"threshold_uncertainty_score":0.9995276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.046100902018096,"score_gpt":0.3278979902899231,"score_spread":0.281797088271827,"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."}}