{"id":"W4401129842","doi":"10.5771/9781475869231-179","title":"Appendix A","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","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":[0.0007443513,0.001280122,0.001079218,0.004637358,0.001052975,0.002573384,0.001975765,0.001154702,0.9171638],"category_scores_gemma":[0.007968988,0.0005863833,0.0004316751,0.005766982,0.0004100978,0.002155233,0.001581562,0.001424998,0.8053639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546888,"about_ca_system_score_gemma":0.002497449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007031378,"about_ca_topic_score_gemma":0.01300183,"domain_scores_codex":[0.9994196,0.000091136,0.00003332544,0.00007092259,0.0003304262,0.00005468866],"domain_scores_gemma":[0.9953649,0.001705646,0.0001342499,0.0003833912,0.001999725,0.0004120733],"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":[0.00001345341,0.00003309148,0.00004251158,0.0001385061,0.000001032736,0.0000111252,0.00001110112,0.00008337386,0.00006946411,0.001687862,0.9641903,0.03371812],"study_design_scores_gemma":[0.00001728994,0.00001603247,0.0003787439,0.0001211303,0.000002057704,0.00003490214,0.00003932965,0.0001148351,0.0001298414,0.002480068,0.9966581,0.000007662683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000401879,0.000544381,0.003342577,0.0008527919,0.001035346,0.0008187048,0.07869425,0.002395957,0.9119141],"genre_scores_gemma":[0.001155601,0.0007191029,0.004235981,0.0005364011,0.0002304941,0.0006809089,0.05713828,0.0009295673,0.9343737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08283615,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914904730942582,"score_gpt":0.264292012544277,"score_spread":0.2451429652348512,"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."}}