{"meta":{"query_hash":"6ff3760ca9b0","filters":{"venue":"SEMA SIMAI Springer series"},"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/6ff3760ca9b0","api":"https://metacan.xera.ac/api/v1/cohort?venue=SEMA+SIMAI+Springer+series"},"results":[{"id":"W4226427061","doi":"10.1007/978-3-030-86236-7_5","title":"Pattern Formation Inside Living Cells","year":2022,"lang":"en","type":"book-chapter","venue":"SEMA SIMAI Springer series","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multicellular organism; Active matter; GTPase; Cytoskeleton; Cell biology; Actin; Cell; Cell migration; Biology; Actin cytoskeleton; Biological system; Genetics","score_opus":0.009797226867953061,"score_gpt":0.2040246093940579,"score_spread":0.19422738252610483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226427061","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":[0.06352145,0.017657131,0.5639142,0.006096356,0.002273571,0.00012199109,0.0005056014,0.0014434506,0.3444663],"genre_scores_gemma":[0.62428874,0.012335523,0.12203444,0.0010710695,0.000685816,0.00025035688,0.0006905828,0.00043648694,0.23820703],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99981695,0.00002523698,0.000008066015,0.00006646763,0.00006993912,0.000013239983],"domain_scores_gemma":[0.9997956,0.00007630279,0.000021523872,0.000044685905,0.000040681316,0.000021249756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001898736,0.00027093678,0.00036525575,0.00036764686,0.0005061414,0.002055527,0.0006682,0.0010883036,0.006987141],"category_scores_gemma":[0.000544074,0.00030380613,0.00047343035,0.00036978663,0.001552065,0.0019228084,0.00083303935,0.0010280943,0.0019219586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013368495,0.000011031476,0.0002123326,0.00016454676,0.000012940692,0.00016307407,0.0003024597,0.027410677,0.019173462,0.9119798,0.006899366,0.033657007],"study_design_scores_gemma":[0.000024163295,0.000057624988,0.0004420438,0.00009935439,0.000013571245,0.0005504843,0.0001310629,0.117640294,0.016802667,0.629361,0.23483886,0.000038922655],"about_ca_topic_score_codex":0.0007649394,"about_ca_topic_score_gemma":0.00037883938,"teacher_disagreement_score":0.006987141,"about_ca_system_score_codex":0.0008025435,"about_ca_system_score_gemma":0.00033809754,"threshold_uncertainty_score":0.023374379},"labels":[],"label_agreement":null},{"id":"W4401454292","doi":"10.1007/978-3-031-60773-8_7","title":"Modelling of Cancer Stem Cell Driven Solid Tumors","year":2024,"lang":"en","type":"book-chapter","venue":"SEMA SIMAI Springer series","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cancer; Cancer research; Biology; Medicine; Internal medicine","score_opus":0.03117457224957872,"score_gpt":0.261278765650129,"score_spread":0.23010419340055024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401454292","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":[0.071828365,0.0068746298,0.7709934,0.0019685535,0.00052850123,0.000104013394,0.0013760015,0.0005959749,0.14573063],"genre_scores_gemma":[0.77046347,0.006440803,0.08187868,0.00032787296,0.0002211653,0.00033730498,0.0010669401,0.00042680925,0.13883694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999043,0.000019736013,0.0000035187456,0.00001538902,0.000045609864,0.000011375389],"domain_scores_gemma":[0.9998524,0.00008051404,0.000018276616,0.000010091689,0.000024176725,0.000014465882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016711903,0.0005711284,0.0007217781,0.00029956977,0.0002336,0.0009508667,0.0010237986,0.0011698473,0.004132351],"category_scores_gemma":[0.00048578958,0.00034627193,0.00087441725,0.00040308558,0.00069542124,0.00058072427,0.0005930196,0.00077447493,0.0006964055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017149054,0.000011422349,0.000116146315,0.00009147964,0.000012342286,0.000056159704,0.000036094792,0.9204042,0.0046420633,0.06875672,0.0013422569,0.0045139114],"study_design_scores_gemma":[0.0000052471914,0.000009035692,0.00006547681,0.000009332683,0.0000047295775,0.000032256135,0.000009452902,0.9751209,0.001014921,0.018623134,0.0050994996,0.0000060312495],"about_ca_topic_score_codex":0.004703863,"about_ca_topic_score_gemma":0.0029773302,"teacher_disagreement_score":0.004703863,"about_ca_system_score_codex":0.000877345,"about_ca_system_score_gemma":0.0006011248,"threshold_uncertainty_score":0.013824105},"labels":[],"label_agreement":null}]}