{"id":"W4408369385","doi":"10.5771/9781610484282-295","title":"APPENDIX C","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":[0.0005833961,0.001113518,0.0007919608,0.003095091,0.0009764294,0.00246792,0.001716783,0.001085396,0.8856952],"category_scores_gemma":[0.006431728,0.0003884588,0.0004623424,0.003614529,0.0003913131,0.001866297,0.001580103,0.001249526,0.7436207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601425,"about_ca_system_score_gemma":0.002619206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007814247,"about_ca_topic_score_gemma":0.01423989,"domain_scores_codex":[0.9994437,0.00007493178,0.00002774714,0.00006994855,0.0003305124,0.00005317601],"domain_scores_gemma":[0.9972869,0.0008139971,0.00007281958,0.0002832797,0.001272103,0.000270872],"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":[0.00001078595,0.00002344727,0.00003625185,0.00009502539,7.669016e-7,0.00001379672,0.00001334424,0.00008797594,0.00007808432,0.002584859,0.954706,0.04234959],"study_design_scores_gemma":[0.000008992536,0.000009804512,0.0002576149,0.00008942153,0.000001609446,0.00003497595,0.00002967516,0.0001006366,0.0001304637,0.002103782,0.997227,0.000005941895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000328883,0.0004316062,0.003604417,0.000791221,0.001298265,0.0004737705,0.02396482,0.001782954,0.967324],"genre_scores_gemma":[0.0009919149,0.0004657883,0.002660987,0.0003598082,0.0001764998,0.0002891202,0.01870188,0.0006366972,0.9757172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1143048,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010185065072626,"score_gpt":0.2520306916052856,"score_spread":0.2219288409545594,"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."}}