{"id":"W4401128396","doi":"10.5771/9781475869231-183","title":"Appendix B","year":2024,"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; Computer science; Biology; Paleontology","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":[0.0006513381,0.001163678,0.0008515891,0.003786006,0.0009889327,0.002384598,0.001833711,0.001134285,0.907616],"category_scores_gemma":[0.006794274,0.0005186032,0.0004484216,0.004550557,0.0003712019,0.001855644,0.00146666,0.001288989,0.7837498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451065,"about_ca_system_score_gemma":0.00221163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00772772,"about_ca_topic_score_gemma":0.01272314,"domain_scores_codex":[0.9994555,0.00008005355,0.00002888204,0.0000720742,0.0003115672,0.00005198107],"domain_scores_gemma":[0.9964107,0.001209894,0.000102557,0.0003209637,0.00163112,0.000324806],"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":[0.00001486493,0.00002818814,0.00004558863,0.0001193581,9.650421e-7,0.00001269529,0.00001156689,0.00008728512,0.00007616833,0.00181393,0.9648739,0.03291543],"study_design_scores_gemma":[0.00001855835,0.00001667696,0.000444792,0.0001105285,0.000001992417,0.00003825864,0.00004060174,0.0001209202,0.0001475001,0.002516431,0.996536,0.000007724717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004364698,0.0004117595,0.003347727,0.0008277608,0.001023824,0.0007292416,0.06145902,0.002124694,0.9296396],"genre_scores_gemma":[0.001231906,0.0005246885,0.003952004,0.0004796206,0.0001989887,0.000567977,0.04660609,0.000802933,0.9456359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09238404,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914097712918084,"score_gpt":0.2639065147257578,"score_spread":0.2447655375965769,"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."}}