{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4351e1d6a119","filters":{"venue":"Cryoletters"}},"results":[{"id":"W4394771741","doi":"10.54680/fr24210110112","title":"PERSPECTIVE: Targeted development and optimization of small-molecule ice recrystallization inhibitors (IRIs) for the cryopreservation of biological systems","year":2024,"lang":"en","type":"article","venue":"Cryoletters","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Cryopreservation; Recrystallization (geology); Antifreeze protein; Small molecule; Chemistry; Cell biology; Biochemistry; Biology; Embryo","authors":[{"name":"Leah E. McMunn","is_ca":true},{"name":"Ellyssa M. Walsh","is_ca":true},{"name":"Robert N. Ben","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03042223793347612,"gpt":0.2368712130917986,"spread":0.2064489751583224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006922537,0.0008359572,0.0004948244,0.0002643427,0.0001781092,0.000942872,0.0006783156,0.0009744109,0.003037223],"category_scores_gemma":[0.0004086778,0.0002267971,0.0005583463,0.0002397191,0.0003321518,0.001051125,0.0004873635,0.00174608,0.001610955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918888,"about_ca_system_score_gemma":0.000632607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005644875,"about_ca_topic_score_gemma":0.001213029,"domain_scores_codex":[0.9998078,0.00002732649,0.00001106506,0.00004132695,0.00006108449,0.00005141001],"domain_scores_gemma":[0.9998062,0.00002102165,0.00004293883,0.00001231627,0.00007489293,0.00004272724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002780384,0.0003220991,0.000649952,0.002581162,0.0001477082,0.000562983,0.0001093783,0.003127248,0.8809201,0.0124424,0.01268396,0.08617493],"study_design_scores_gemma":[0.0002001083,0.003107002,0.001787884,0.0003133803,0.0001783297,0.001195817,0.0001478508,0.004897451,0.6591125,0.003748372,0.3252409,0.0000703778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2789589,0.4234875,0.1972899,0.01917559,0.005197586,0.00125183,0.004545515,0.002142212,0.06795101],"genre_scores_gemma":[0.6228,0.2796881,0.06099476,0.007739695,0.0007784549,0.0006363818,0.003664179,0.0001812786,0.02351718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003037223,"threshold_uncertainty_score":0.01016051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}