{"meta":{"query_hash":"cae4ea619292","filters":{"venue":"Biologically-inspired systems"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/cae4ea619292","api":"https://metacan.xera.ac/api/v1/cohort?venue=Biologically-inspired+systems"},"results":[{"id":"W4402958236","doi":"10.1007/978-3-031-68486-9_7","title":"Formation and Function of Metal Coordination Cross-Linking in Mytilus Mussel Byssus","year":2024,"lang":"en","type":"book-chapter","venue":"Biologically-inspired systems","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Byssus; Mytilus; Mussel; Function (biology); Blue mussel; Metal; Chemistry; Biology; Fishery; Evolutionary biology","score_opus":0.03212687442776886,"score_gpt":0.25334427960290207,"score_spread":0.22121740517513322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402958236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5241747,0.015413069,0.0042948914,0.00023471755,0.0069909105,0.0036376505,0.000805933,0.0009242094,0.44352394],"genre_scores_gemma":[0.9721373,0.00022034442,0.00002613101,0.000034288583,0.0002235516,0.000048767524,0.0005733195,0.000033983877,0.02670232],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776745,0.00007271529,0.0010739408,0.0005282237,0.0003449558,0.0002127095],"domain_scores_gemma":[0.9988063,0.0000928324,0.0005792042,0.00020467381,0.00025595122,0.000061058454],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084325543,0.00032401114,0.0005698204,0.0003475174,0.000075481024,0.00019344727,0.00012276642,0.0006861156,0.00014186458],"category_scores_gemma":[0.00007087783,0.0002613786,0.00012554628,0.000097971475,0.00017862685,0.00028520098,0.00010332972,0.00019958495,0.00007043537],"study_design_candidate":"bench_or_experimental","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":[0.00015708858,0.000034972803,0.000053358868,0.0012574308,0.000026632919,0.00001806734,0.00014201198,0.0002515349,0.6984547,0.29848388,0.00014268607,0.0009776587],"study_design_scores_gemma":[0.0094757825,0.006123874,0.004432227,0.017897168,0.001158075,0.0005825828,0.0011317186,0.07304326,0.07258014,0.113567054,0.6932143,0.006793863],"about_ca_topic_score_codex":0.00003811068,"about_ca_topic_score_gemma":0.000025585025,"teacher_disagreement_score":0.6930716,"about_ca_system_score_codex":0.00020800665,"about_ca_system_score_gemma":0.000039622406,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null}]}