{"meta":{"query_hash":"262a5b0a409a","filters":{"venue":"5m Books Ltd"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/262a5b0a409a","api":"https://metacan.xera.ac/api/v1/cohort?venue=5m+Books+Ltd"},"results":[{"id":"W4392488620","doi":"10.52517/9781789183313.011","title":"Elk, forest and fire management: Balancing wildlife and human needs in Jasper National Park, Alberta, Canada","year":2024,"lang":"en","type":"book-chapter","venue":"5m Books Ltd","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"National park; Wildlife; Geography; Forestry; National forest; Wildlife management; Environmental resource management; Environmental science; Archaeology; Ecology; Biology","score_opus":0.006478986896921736,"score_gpt":0.18728257128870512,"score_spread":0.1808035843917834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392488620","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03965335,0.16960613,0.0013127542,0.04492024,0.0019094486,0.000111997746,0.0012599628,0.00026476223,0.74096143],"genre_scores_gemma":[0.074029446,0.0531635,0.0019293926,0.0026703824,0.00013207877,0.000028423929,0.0005570478,0.00007562891,0.86741406],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9997665,0.00001535849,0.0000046971636,0.000018522234,0.000116431496,0.00007851747],"domain_scores_gemma":[0.99984956,0.000016996912,0.0000055908067,0.0000021348676,0.00006442081,0.00006131766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003104743,0.00035656098,0.00024257675,0.0010813819,0.0049669473,0.004013679,0.0009025382,0.0009554319,0.015650759],"category_scores_gemma":[0.0002919632,0.00027853294,0.00014170223,0.0026169105,0.0010959352,0.0011068396,0.00063187635,0.0012614056,0.001102021],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004081368,0.000048820057,0.0061632674,0.0002651625,0.000012576434,0.00048453952,0.0059889196,0.0013586493,0.0006131083,0.035628878,0.6698167,0.27957854],"study_design_scores_gemma":[0.000007953932,0.000011538289,0.01871939,0.00040339565,0.00001703519,0.00017543216,0.01637408,0.0005268888,0.00017965562,0.0028702426,0.9606888,0.000025573509],"about_ca_topic_score_codex":0.9883301,"about_ca_topic_score_gemma":0.99899334,"teacher_disagreement_score":0.033753082,"about_ca_system_score_codex":0.033753082,"about_ca_system_score_gemma":0.06904729,"threshold_uncertainty_score":0.24489689},"labels":[],"label_agreement":null},{"id":"W4392488674","doi":"10.52517/9781789183313.004","title":"Wood bison management in northern Canada: The importance of considering people in managing wildlife disease","year":2024,"lang":"en","type":"book-chapter","venue":"5m Books Ltd","topic":"Plant and Fungal Interactions Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wildlife; Geography; Wildlife management; Wildlife disease; Environmental planning; Environmental resource management; Ecology; Environmental science; Biology","score_opus":0.013113091855053976,"score_gpt":0.24526618200741687,"score_spread":0.2321530901523629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392488674","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27820933,0.04900528,0.0013189,0.0581541,0.001548802,0.00011500958,0.0007082399,0.00014995928,0.6107904],"genre_scores_gemma":[0.54799694,0.02757519,0.0032544804,0.004980906,0.000099799014,0.000049372775,0.00037951156,0.000088356166,0.41557547],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99962497,0.000033567896,0.000004507572,0.000021507152,0.00013634055,0.00017911871],"domain_scores_gemma":[0.99956495,0.00003828788,0.00001987357,0.0000037906414,0.00015279542,0.00022026032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003293225,0.00024558807,0.00019977141,0.00063408253,0.0074963416,0.0031491271,0.0008332966,0.0008449334,0.011573893],"category_scores_gemma":[0.0004860256,0.0001413465,0.00010982901,0.0012448718,0.0013366726,0.00062056753,0.00075116206,0.0010796408,0.0005229045],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006528643,0.00013612352,0.059746586,0.00037326224,0.000027908725,0.0022567157,0.05270932,0.0011190635,0.001779755,0.026513264,0.33555534,0.51971734],"study_design_scores_gemma":[0.0000062603203,0.000051992793,0.12321213,0.00083108066,0.000026475514,0.0006115587,0.096780404,0.00062602374,0.00040254102,0.0021880716,0.77521896,0.000044451357],"about_ca_topic_score_codex":0.98942006,"about_ca_topic_score_gemma":0.99911124,"teacher_disagreement_score":0.02478674,"about_ca_system_score_codex":0.02478674,"about_ca_system_score_gemma":0.051182646,"threshold_uncertainty_score":0.17984122},"labels":[],"label_agreement":null}]}