{"id":"W4401129352","doi":"10.5771/9781475869231-193","title":"Appendix C","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; Geology; 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":[0.0006359494,0.001169539,0.0008711996,0.00353965,0.0009992426,0.002651,0.001985208,0.001204919,0.9162486],"category_scores_gemma":[0.007075715,0.0004758182,0.000496575,0.004140483,0.0003933918,0.001738679,0.001542736,0.001266719,0.8042046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001641062,"about_ca_system_score_gemma":0.002454086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008793279,"about_ca_topic_score_gemma":0.01482553,"domain_scores_codex":[0.9994097,0.00007871298,0.00002701734,0.00007008592,0.0003572879,0.00005716441],"domain_scores_gemma":[0.996351,0.001148804,0.00009389191,0.0003433218,0.001707731,0.0003551513],"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":[0.00001204157,0.00002393205,0.00003341318,0.00009575395,8.279135e-7,0.00001125748,0.000009494108,0.0000867421,0.00007161005,0.001800297,0.9651612,0.03269346],"study_design_scores_gemma":[0.00001488608,0.00001452862,0.0003368174,0.00009555167,0.000001894514,0.00003412313,0.00003195679,0.0001311245,0.0001508191,0.002231882,0.996949,0.000007494549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003158282,0.0003124069,0.002790675,0.0006793167,0.001049029,0.0005654665,0.03530381,0.002149487,0.9568339],"genre_scores_gemma":[0.0009390056,0.0003800245,0.002844793,0.0004009894,0.0001908353,0.0003678919,0.02650304,0.0007537527,0.9676196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08375138,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915203585499262,"score_gpt":0.2640515259756669,"score_spread":0.2448994901206743,"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."}}