{"id":"W4200413178","doi":"10.3138/9781487531973-fm","title":"Frontmatter","year":2021,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ECW Press (Canada)","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000179329,0.001753807,0.0009041904,0.002056162,0.002549181,0.0046982,0.001117884,0.001508174,0.8880473],"category_scores_gemma":[0.0006430412,0.0009076548,0.0005019299,0.002940571,0.0005546216,0.002458459,0.00233492,0.001496953,0.7924231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173563,"about_ca_system_score_gemma":0.001654391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04983546,"about_ca_topic_score_gemma":0.2027491,"domain_scores_codex":[0.9997984,0.00001324132,0.00000554306,0.00004020694,0.00009537702,0.00004725019],"domain_scores_gemma":[0.9997107,0.00003914964,0.00001146993,0.00004804149,0.00009772034,0.00009291226],"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":[0.00002201534,0.00001502007,0.00008117174,0.0001209677,0.000002027816,0.00005528563,0.0001262742,0.00006779024,0.0002299073,0.003602534,0.9115722,0.08410479],"study_design_scores_gemma":[0.000003324609,0.000004834159,0.0002344624,0.00005295792,0.00000184532,0.00002956877,0.00008547492,0.00003086676,0.00006977311,0.000371802,0.9991117,0.00000335327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001981928,0.001038229,0.0001854424,0.0002020577,0.0002882412,0.00001966987,0.001097999,0.0004568867,0.9965134],"genre_scores_gemma":[0.0003447926,0.0002481891,0.00004965125,0.00003802453,0.00001609952,0.000003751211,0.0002521833,0.0001021677,0.9989452],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1119527,"threshold_uncertainty_score":0.159687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280125048879431,"score_gpt":0.2004220146123019,"score_spread":0.1776207641235076,"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."}}