{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006843712,0.001223801,0.0009930681,0.004122672,0.001038922,0.002428949,0.001719373,0.001056743,0.8907287],"category_scores_gemma":[0.007283173,0.0004686,0.0004012744,0.005094332,0.0003993528,0.002332764,0.001602836,0.001424692,0.7518277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547044,"about_ca_system_score_gemma":0.002776458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006389447,"about_ca_topic_score_gemma":0.01321722,"domain_scores_codex":[0.9994367,0.00008754931,0.00003463403,0.00007128843,0.0003166854,0.00005316828],"domain_scores_gemma":[0.9966093,0.001183791,0.00009874635,0.0003163178,0.001477602,0.0003142587],"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":[0.00001141303,0.00003130051,0.00004404728,0.0001281919,8.808393e-7,0.0000127524,0.00001467241,0.00007852313,0.0000718537,0.002258036,0.9545214,0.04282688],"study_design_scores_gemma":[0.000009886659,0.00001026224,0.0002825054,0.0001093827,0.000001682043,0.00003344716,0.0000343235,0.00008740548,0.0001092992,0.002165063,0.9971508,0.000005859076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004117643,0.000732327,0.004142856,0.0009630559,0.001287374,0.0006782506,0.05223015,0.002005241,0.937549],"genre_scores_gemma":[0.001176479,0.0008433872,0.003740483,0.00047773,0.0002087159,0.000520694,0.04036425,0.000789572,0.9518787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1092713,"threshold_uncertainty_score":0,"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."}}