{"id":"W4385591258","doi":"10.59962/9780774863544-fm","title":"Front Matter","year":2020,"lang":"en","type":"paratext","venue":"University of British Columbia Press eBooks","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Front (military); Geology; Oceanography","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":[0.0003120575,0.0006126226,0.0005001382,0.0007953717,0.001735989,0.005255383,0.0006722218,0.002294064,0.9121621],"category_scores_gemma":[0.001585047,0.0002622218,0.0002575679,0.001056143,0.0007350834,0.002098107,0.001931142,0.001958504,0.853365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120045,"about_ca_system_score_gemma":0.001147244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002940414,"about_ca_topic_score_gemma":0.007170216,"domain_scores_codex":[0.9996437,0.00002600048,0.00001404454,0.00009314273,0.0001709824,0.00005209469],"domain_scores_gemma":[0.9993261,0.0001105225,0.00003053317,0.0001036863,0.0001846392,0.0002445118],"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":[0.00001376202,0.00001351844,0.0001296835,0.00008398313,0.000001594294,0.0000397527,0.0000544069,0.00002523522,0.000274657,0.006717072,0.9139545,0.07869186],"study_design_scores_gemma":[0.000001141003,0.00000167266,0.0001085477,0.00002746662,2.712136e-7,0.00001401417,0.0000236993,0.00001161801,0.0000319282,0.0003444074,0.9994342,0.000001064587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00018728,0.0004762669,0.0001451783,0.002018504,0.002083206,0.00001493838,0.0008288865,0.000284823,0.9939609],"genre_scores_gemma":[0.0006761354,0.0002628544,0.00005683464,0.0006237509,0.0001726658,0.000006815556,0.0002962609,0.0001076695,0.997797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08783793,"threshold_uncertainty_score":0.1252901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007454339803080521,"score_gpt":0.1533505126341885,"score_spread":0.145896172831108,"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."}}