{"meta":{"query_hash":"3e424b32e4a0","filters":{"venue":"ICP series on climate change impacts, adaptation, and mitigation"},"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/3e424b32e4a0","api":"https://metacan.xera.ac/api/v1/cohort?venue=ICP+series+on+climate+change+impacts%2C+adaptation%2C+and+mitigation"},"results":[{"id":"W1944796018","doi":"10.1142/9781783265640_0011","title":"Statistical Analysis of Large Simulated Yield Datasets for Studying Climate Effects","year":2015,"lang":"en","type":"book-chapter","venue":"ICP series on climate change impacts, adaptation, and mitigation","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Yield (engineering); Environmental science; Climatology; Atmospheric sciences; Geology; Physics","score_opus":0.12861830276361583,"score_gpt":0.3109307945550574,"score_spread":0.18231249179144157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1944796018","genre_codex":"methods","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":[0.019486902,0.0052454644,0.9347838,0.0023629107,0.0013539001,0.00027350927,0.018506758,0.006185877,0.011800826],"genre_scores_gemma":[0.1479409,0.0097692,0.7467935,0.0011773963,0.002176951,0.0019310071,0.06817377,0.0055345576,0.016502684],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996678,0.0018684467,0.00017669391,0.0003636792,0.0008440463,0.00006919321],"domain_scores_gemma":[0.97516644,0.021040156,0.0005847232,0.0020227227,0.0010633613,0.0001226458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007786704,0.0008218074,0.0010075787,0.0014445976,0.00039391205,0.0012933237,0.0013475124,0.0005815463,0.007902639],"category_scores_gemma":[0.030078726,0.00052966777,0.0014844828,0.002838385,0.0006208494,0.0009718187,0.0010938393,0.0020476019,0.003053356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031864256,0.00026923403,0.01865169,0.0012706884,0.0010506695,0.0003263721,0.00025152514,0.16486852,0.0069057476,0.058381945,0.25567985,0.49202517],"study_design_scores_gemma":[0.000109596745,0.00031503776,0.04638985,0.00047413548,0.00019510678,0.00038583297,0.00018588638,0.6562897,0.0068185157,0.18146648,0.10724004,0.00012981764],"about_ca_topic_score_codex":0.0028211516,"about_ca_topic_score_gemma":0.0059776404,"teacher_disagreement_score":0.007902639,"about_ca_system_score_codex":0.0005199535,"about_ca_system_score_gemma":0.0012192954,"threshold_uncertainty_score":0.04118055},"labels":[],"label_agreement":null},{"id":"W2281440892","doi":"10.1142/9781783265640_0008","title":"The AgMIP Coordinated Climate-Crop Modeling Project (C3MP): Methods and Protocols","year":2015,"lang":"en","type":"book-chapter","venue":"ICP series on climate change impacts, adaptation, and mitigation","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Millar College of the Bible; Université Sainte-Anne; McGill University; Agriculture and Agri-Food Canada","funders":"","keywords":"Crop; Environmental science; Environmental resource management; Environmental planning; Computer science; Agroforestry; Geography; Forestry","score_opus":0.21996985137311997,"score_gpt":0.3601553714932279,"score_spread":0.14018552012010793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281440892","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005618505,0.0017603897,0.5942574,0.00430036,0.0021746536,0.030842334,0.21391256,0.032872476,0.11426126],"genre_scores_gemma":[0.017529001,0.004299925,0.60585207,0.002556839,0.0005275322,0.09442184,0.22596641,0.011786257,0.037060093],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933876,0.0023113198,0.00067073054,0.00066182384,0.002569244,0.00039919143],"domain_scores_gemma":[0.98990333,0.0019159956,0.00047057,0.0041795685,0.00282843,0.0007020913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019077305,0.0017078894,0.0011771943,0.0028525002,0.002302567,0.00407152,0.0073329005,0.0025588658,0.07761899],"category_scores_gemma":[0.020430597,0.0020552021,0.0009231054,0.004793643,0.0010856496,0.0034751184,0.005882647,0.0041417847,0.046967894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050018256,0.00030679355,0.00095689984,0.0015569256,0.00006986273,0.0002052201,0.00073927944,0.011698355,0.01081907,0.058216568,0.79749465,0.11743623],"study_design_scores_gemma":[0.000120239165,0.00006630315,0.00083879207,0.0003299834,0.000021421001,0.00008190915,0.000101759346,0.0074246773,0.00595507,0.011255471,0.9737303,0.00007401258],"about_ca_topic_score_codex":0.009219378,"about_ca_topic_score_gemma":0.008303075,"teacher_disagreement_score":0.07761899,"about_ca_system_score_codex":0.0027284124,"about_ca_system_score_gemma":0.0073764636,"threshold_uncertainty_score":0.25966138},"labels":[],"label_agreement":null}]}