{"id":"W4408372040","doi":"10.5771/9781610484282-261","title":"APPENDIX B","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":[0.0005934655,0.001125472,0.0007810229,0.003290121,0.0009922996,0.002261287,0.001602535,0.001042217,0.8780323],"category_scores_gemma":[0.006049497,0.0004302535,0.0004247251,0.003934806,0.0003746704,0.002033053,0.001531596,0.001297679,0.7274182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429521,"about_ca_system_score_gemma":0.002406177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006948248,"about_ca_topic_score_gemma":0.01234508,"domain_scores_codex":[0.9994941,0.00007347545,0.00002864985,0.00007063842,0.0002850176,0.00004820164],"domain_scores_gemma":[0.9974279,0.000816707,0.00007677607,0.0002608795,0.001170496,0.0002472314],"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":[0.00001317967,0.0000279697,0.00004828897,0.0001163941,8.781232e-7,0.00001570116,0.00001620679,0.00008784507,0.00008593027,0.002656639,0.9542044,0.04272655],"study_design_scores_gemma":[0.00001078411,0.00001123645,0.0003277202,0.000101891,0.000001637958,0.00003929537,0.00003690501,0.00009135453,0.0001279776,0.002372505,0.9968726,0.000006104877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004374061,0.0005520268,0.004194426,0.0009342327,0.001269636,0.0006064319,0.03876586,0.001749189,0.9514909],"genre_scores_gemma":[0.001233831,0.0006170574,0.003485516,0.0004200017,0.0001821849,0.0004288929,0.030035,0.0006616897,0.9629357],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1219677,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009441061302219,"score_gpt":0.2518775495253595,"score_spread":0.2217831389123373,"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."}}