{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"778eb5045804","filters":{"venue":"SynBio"}},"results":[{"id":"W4399390436","doi":"10.3390/synbio2020013","title":"Recombinant Protein Expression and Its Biotechnological Applications in Chlorella spp.","year":2024,"lang":"en","type":"article","venue":"SynBio","topic":"Algal biology and biofuel production","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Recombinant DNA; Protein expression; Chlorella; Biology; Biotechnology; Microbiology; Computational biology; Biochemistry; Algae; Botany; Gene","authors":[{"name":"Chuchi Chen","is_ca":true},{"name":"Valerie C. A. Ward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01460210501639458,"gpt":0.2432363657830521,"spread":0.2286342607666575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005569208,0.000592845,0.0004677811,0.0004931975,0.0002188749,0.0006576352,0.0002935463,0.0003915715,0.0003257394],"category_scores_gemma":[0.0003391543,0.0002383728,0.0006159357,0.000698695,0.000281536,0.0005179775,0.0004533877,0.0008190684,0.0005065993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005108506,"about_ca_system_score_gemma":0.0005457636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007678417,"about_ca_topic_score_gemma":0.0009212669,"domain_scores_codex":[0.9996858,0.00004754272,0.00004071698,0.00005883723,0.0001313091,0.00003580358],"domain_scores_gemma":[0.9998823,0.00002972686,0.00002938417,0.00001074371,0.00003935068,0.000008407731],"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":[0.00004178135,0.00001871845,0.0001863745,0.001641818,0.00001781901,0.0001780823,0.0001033627,0.0002399019,0.9746826,0.0007156756,0.0002099441,0.02196386],"study_design_scores_gemma":[0.0000101272,0.0002591093,0.002140861,0.0002900556,0.0001298446,0.001367128,0.0001410892,0.0004808246,0.8957108,0.0005368101,0.09889884,0.00003460941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.401453,0.4065733,0.163297,0.002523574,0.0005926224,0.0003013705,0.002227534,0.0009046985,0.02212691],"genre_scores_gemma":[0.5711309,0.338674,0.0763765,0.0005120132,0.00009815225,0.0001927857,0.003309482,0.0001712495,0.009534878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0007678417,"threshold_uncertainty_score":0.003706515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403302285","doi":"10.3390/synbio2040022","title":"Membrane Engineering for Carotenoid Production in Escherichia coli","year":2024,"lang":"en","type":"article","venue":"SynBio","topic":"Photosynthetic Processes and Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Escherichia coli; Carotenoid; Production (economics); Metabolic engineering; Food science; Chemistry; Biochemical engineering; Biochemistry; Engineering; Gene; Economics","authors":[{"name":"J. Li","is_ca":true},{"name":"Eileen Bates","is_ca":true},{"name":"Dylan Perera","is_ca":true},{"name":"Andreea M. Palage","is_ca":true},{"name":"Valerie C. A. Ward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00626069453006037,"gpt":0.2241390885363135,"spread":0.2178783940062531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002461753,0.0005074208,0.0003918921,0.0002191111,0.0001566437,0.0005437484,0.000342456,0.0003808344,0.0006162837],"category_scores_gemma":[0.0002428908,0.0002136315,0.0003625681,0.0003545832,0.0001467628,0.0002048838,0.0004494872,0.0007756511,0.000686611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004275096,"about_ca_system_score_gemma":0.0002922796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117375,"about_ca_topic_score_gemma":0.001024302,"domain_scores_codex":[0.9997137,0.00007653404,0.00003678098,0.00004216205,0.00008378816,0.00004695628],"domain_scores_gemma":[0.9998953,0.00002632377,0.00002862874,0.00001737372,0.00001806336,0.00001420321],"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":[0.00004231873,0.00004475336,0.0001215248,0.00003599842,0.000004216675,0.00004187843,0.00001646785,0.000183234,0.998269,0.0001167212,0.00001859874,0.001105304],"study_design_scores_gemma":[0.0000135954,0.0001572772,0.0007838053,0.00001168486,0.00001275319,0.0001203999,0.00003988297,0.001655934,0.9945838,0.00004026341,0.00257367,0.000006881619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972539,0.0008213097,0.02247186,0.0002242443,0.00008325803,0.0001756877,0.0007350576,0.0001987496,0.002750857],"genre_scores_gemma":[0.9609433,0.001200733,0.03184687,0.00007654106,0.00000869077,0.0001279597,0.001145086,0.00009771132,0.0045531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001117375,"threshold_uncertainty_score":0.003101826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}