{"id":"W4408372088","doi":"10.5771/9781610484282-249","title":"APPENDIX A","year":2011,"lang":"en","type":"book-chapter","venue":"Teaching and Learning","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Appendix; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001729602,0.0003907962,0.000402263,0.0002539423,0.0007691684,0.00007675908,0.0001519864,0.0003098516,0.002320888],"category_scores_gemma":[0.0002122822,0.0003879592,0.0001073396,0.000007433547,0.00009193899,0.00008432491,0.0001463685,0.006317948,0.02078132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005839452,"about_ca_system_score_gemma":0.00002840793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002475551,"about_ca_topic_score_gemma":0.000009132193,"domain_scores_codex":[0.9985391,0.000223902,0.00022847,0.0004774335,0.0002257475,0.000305304],"domain_scores_gemma":[0.9991692,0.000149768,0.0002815559,0.0002501851,0.00001749105,0.000131783],"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":[0.00007610495,0.00002322233,0.0003871661,0.0001568661,0.0003356478,0.0001466052,0.02044111,0.00003451416,0.0002631059,0.5509964,0.01236,0.4147792],"study_design_scores_gemma":[0.0001803939,0.00007982143,0.00004458022,0.0004229171,0.0001008153,0.00007588194,0.00008485001,0.00006103446,0.000001027631,0.0045796,0.9938945,0.000474585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001145909,0.001312278,0.0001384192,0.00001235123,0.00008743109,0.0001036947,0.000006792106,0.0007014797,0.9964917],"genre_scores_gemma":[0.07595965,0.0000317132,0.0007525272,0.00004172936,0.0003055136,0.000002456469,0.0001038449,0.0003270335,0.9224755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9815345,"threshold_uncertainty_score":0.9998572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012740833116676,"score_gpt":0.2522222157558813,"score_spread":0.2220948074247145,"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."}}