{"id":"W4244397537","doi":"10.1353/bcc.2017.0022","title":"How to Survive in the North by Luke Healy","year":2017,"lang":"en","type":"article","venue":"Bulletin of the Center for Children's Books./Bulletin of the Center for Children's Books","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HERO; The arctic; History; Crew; Arctic; Civilization; Classics; Ancient history; Art history; Genealogy; Art; Literature; Archaeology; Oceanography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.001542676,0.0006950864,0.000826848,0.0001000829,0.001452724,0.0002668479,0.006859494,0.0002304067,0.0003920219],"category_scores_gemma":[0.0007647502,0.0004273577,0.00116072,0.00009365719,0.001385835,0.00006803493,0.002737691,0.0006875141,0.0001037763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002368919,"about_ca_system_score_gemma":0.00004528549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189915,"about_ca_topic_score_gemma":0.00209907,"domain_scores_codex":[0.9949224,0.000511326,0.000894632,0.001052239,0.0009868927,0.001632506],"domain_scores_gemma":[0.9953969,0.000323853,0.00101697,0.002879126,0.00007792383,0.0003052666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004643015,0.0005734512,0.4684194,0.00004325898,0.000182886,8.651913e-7,0.0003837725,0.00002753959,0.0001347766,0.0001541215,0.5283744,0.001241256],"study_design_scores_gemma":[0.00371408,0.0004200573,0.5054126,0.0001399417,0.00006817616,0.00003342453,0.00006223857,0.000005916434,0.002237099,0.0002399382,0.4872435,0.0004230176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8711259,0.000129021,0.0001106702,0.108759,0.0008884488,0.0083284,0.005938619,0.00004360839,0.004676278],"genre_scores_gemma":[0.9803843,0.00004669592,0.0004855415,0.005362506,0.0002172161,0.0003718442,0.0002168765,0.0001267684,0.01278823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092584,"threshold_uncertainty_score":0.9998472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009671337463378163,"score_gpt":0.22144349066645,"score_spread":0.2117721532030718,"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."}}