{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"d50624129d29","filters":{"venue":"Methods in Cell Science"}},"results":[{"id":"W37412632","doi":"10.1023/a:1009816923262","title":"Procedures for the preparation and culture of 'reconstructed' rainbow trout branchial epithelia","year":2000,"lang":"en","type":"article","venue":"Methods in Cell Science","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Cell culture; Rainbow trout; Epithelium; Biology; Cell biology; Anatomy; Seeding; Fish <Actinopterygii>; Fishery","authors":[{"name":"Scott P. Kelly","is_ca":true},{"name":"Mary T. Fletcher","is_ca":true},{"name":"Peter Pärt","is_ca":true},{"name":"Chris M. Wood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01263614219616935,"gpt":0.3264763572613938,"spread":0.3138402150652244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001525761,0.00006360978,0.00009007771,0.00002164148,0.0002819885,0.00001472328,0.0002362106,0.00002846647,0.0004156512],"category_scores_gemma":[0.0001787379,0.0000407593,0.00001696386,0.000246595,0.001179202,0.00017055,0.00008463895,0.00005039623,0.000005095268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002237549,"about_ca_system_score_gemma":0.00001226731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003211115,"about_ca_topic_score_gemma":0.0003885911,"domain_scores_codex":[0.999289,0.00006744103,0.0001318967,0.0002411946,0.0001011226,0.0001693587],"domain_scores_gemma":[0.9996107,0.000201463,0.00005080429,0.0001124463,0.000005861836,0.00001877628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003375262,0.0002692136,0.3101217,0.0001778508,0.00002256772,0.000001011443,0.03731362,0.005327948,0.106284,0.001018046,0.02238962,0.5167369],"study_design_scores_gemma":[0.001135518,0.000356026,0.8554434,0.00001993975,0.00004647423,0.000006288666,0.001145918,0.01404323,0.06294776,0.02761655,0.0369143,0.0003246294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8910784,0.0002109418,0.01873769,0.001218628,0.0003142904,0.001539548,0.000005974205,0.0000270768,0.08686745],"genre_scores_gemma":[0.7259971,0.0002181238,0.2694131,0.0003189223,0.0000164367,0.00008323909,2.609754e-7,0.00000302857,0.003949809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5453217,"threshold_uncertainty_score":0.4551089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1518775099","doi":"10.1023/a:1016385109922","title":"An improved method for culture of epidermal keratinocytes from newborn mouse skin","year":2001,"lang":"en","type":"article","venue":"Methods in Cell Science","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Keratinocyte; Epidermis (zoology); Fibronectin; Cell biology; Integrin; Cell culture; Biology; Stem cell; Molecular biology; Immunology; Extracellular matrix; Cell; Anatomy; Biochemistry; Genetics","authors":[{"name":"Lari Häkkinen","is_ca":true},{"name":"Leeni Koivisto","is_ca":true},{"name":"Hannu Larjava","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05065858359684259,"gpt":0.4628631947264344,"spread":0.4122046111295918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002642162,0.0001366263,0.0003501402,0.0001235459,0.0001245864,0.00002666621,0.0002222616,0.00009050131,0.00003264641],"category_scores_gemma":[0.0004764779,0.0001010233,0.0000688526,0.0004965467,0.0001666546,0.0001436915,0.00003142624,0.000139407,0.000001628062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008830279,"about_ca_system_score_gemma":0.0001971482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351206,"about_ca_topic_score_gemma":0.00006270318,"domain_scores_codex":[0.9984159,0.0002469689,0.0003238072,0.0004641381,0.0002039162,0.0003452646],"domain_scores_gemma":[0.9986615,0.0004884623,0.0001155183,0.0004209709,0.0001354875,0.0001780222],"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":[0.0001126298,0.0003274981,0.007225793,0.00002603431,0.000006884279,0.000005798687,0.001765621,0.00006490211,0.8487276,0.00003168782,0.00002884893,0.1416767],"study_design_scores_gemma":[0.001803647,0.0005116625,0.007578783,0.00003027403,0.00005023139,0.000008096762,0.0005261297,0.04577914,0.9399192,0.001553403,0.002121196,0.000118236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2974395,0.0003049487,0.6990687,0.0001887365,0.0001679077,0.0005351282,0.00001966625,0.00003570773,0.002239778],"genre_scores_gemma":[0.06972146,0.00003581606,0.9290215,0.0002146288,0.00008280385,0.00003199782,0.00001140356,0.00001120494,0.0008691896],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2299528,"threshold_uncertainty_score":0.4119612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241027286","doi":"10.1023/a:1013193516001","title":"Localisation of DNA sequences on plant chromosomes using PRINS and C-PRINS","year":2001,"lang":"en","type":"article","venue":"Methods in Cell Science","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ottawa Hospital Research Institute","keywords":"Oligonucleotide; Biology; Molecular biology; In situ; Fluorescence in situ hybridization; Polymerase chain reaction; DNA; Chromosome; Genetics; Chemistry; Gene","authors":[{"name":"Marie Kubaláková","is_ca":false},{"name":"Jan Vrána","is_ca":false},{"name":"Jarmila Číhalíková","is_ca":false},{"name":"Martin A. Lysák","is_ca":false},{"name":"Jaroslav Doležel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08308624495185464,"gpt":0.3404819858202137,"spread":0.2573957408683591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009874125,0.00007766567,0.000115807,0.00003438463,0.0001722211,0.00003506898,0.0002167132,0.00003906504,0.00008394007],"category_scores_gemma":[0.0001065018,0.00003224025,0.00002093429,0.0008462779,0.0002991385,0.0001092061,0.00007424507,0.00005760188,0.000001534197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000356414,"about_ca_system_score_gemma":0.00002941425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003587147,"about_ca_topic_score_gemma":0.0003228105,"domain_scores_codex":[0.9990073,0.0001181093,0.0001836399,0.0002791297,0.00021449,0.0001973338],"domain_scores_gemma":[0.9994938,0.0002734398,0.00008172537,0.00005469547,0.00003308339,0.00006323476],"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":[0.000003725179,0.00004670192,0.01611882,0.000003194223,4.947179e-7,0.000001636659,0.0001911693,0.0002229972,0.9530631,0.0004714305,5.259178e-7,0.02987617],"study_design_scores_gemma":[0.0001283231,0.0002598606,0.3460143,0.00004759254,0.000005829095,0.00002016665,0.0004064392,0.0113824,0.6349464,0.005156641,0.001446087,0.0001859561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974448,0.00005779828,0.0004147275,0.0002379909,0.00009547718,0.0001074941,0.000008405256,0.00001052944,0.001622749],"genre_scores_gemma":[0.9631137,0.00007156333,0.03668622,0.00004714418,0.00003962236,0.000002851829,0.000001675792,3.626502e-7,0.00003687109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3298954,"threshold_uncertainty_score":0.1324603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078557526","doi":"10.1023/b:mics.0000006896.02938.49","title":"Whole-cell patch-clamp recordings from identified spinal neurons in the zebrafish embryo","year":2003,"lang":"en","type":"article","venue":"Methods in Cell Science","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Zebrafish; Spinal cord; Neuroscience; Patch clamp; Biology; Sensory system; Vertebrate; Central nervous system; Nervous system; Embryonic stem cell; Electrophysiology; Anatomy; Gene; Genetics","authors":[{"name":"Louis Saint‐Amant","is_ca":false},{"name":"Pierre Drapeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03486680478822228,"gpt":0.3814460275530032,"spread":0.3465792227647809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005752008,0.0001425867,0.0001391847,0.0001405519,0.0001704728,0.0001346935,0.001378194,0.0001159949,0.00008544461],"category_scores_gemma":[0.001981837,0.0001143469,0.00005859617,0.001406488,0.0007386806,0.00001615711,0.0002392266,0.0003705511,0.00005001339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004650176,"about_ca_system_score_gemma":0.0002986351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002920855,"about_ca_topic_score_gemma":0.000172582,"domain_scores_codex":[0.9970644,0.0008040615,0.0003114691,0.0007576999,0.0004791486,0.000583247],"domain_scores_gemma":[0.9986924,0.0002344626,0.00008154389,0.0007583259,0.0000644679,0.0001688344],"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":[0.00001070935,0.0001264522,0.001477253,0.000005465476,7.567315e-7,0.000004458227,0.00008460278,0.000002945813,0.9920464,0.00006928047,0.0009285472,0.005243138],"study_design_scores_gemma":[0.0005248743,0.0001616331,0.02106887,0.00001379698,0.000004397579,0.00000500379,0.0004395719,0.0002547446,0.8778906,0.003195164,0.09621611,0.0002251925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927036,0.000277017,0.04939243,0.0009454411,0.0002337531,0.000439374,0.00001269661,0.000008488006,0.02165477],"genre_scores_gemma":[0.8851023,0.00008555382,0.1126254,0.0009018891,0.00006463435,0.0001236262,0.00001395145,0.0000152701,0.00106736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1141557,"threshold_uncertainty_score":0.466293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W187119064","doi":"10.1023/a:1009835814441","title":"Growth of rainbow trout hemopoietic cells in methylcellulose and methods of monitoring their proliferative response in this matrix","year":2000,"lang":"en","type":"article","venue":"Methods in Cell Science","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National Centre for Biological Sciences","keywords":"Rainbow trout; Biology; Cell growth; Trout; Lipopolysaccharide; Haematopoiesis; Matrix (chemical analysis); Fish <Actinopterygii>; Cell biology; Immunology; Chemistry; Biochemistry; Fishery; Stem cell; Chromatography","authors":[{"name":"Rosemarie Ganassin","is_ca":true},{"name":"Niels C. Bols","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01632776254903575,"gpt":0.3519330630799257,"spread":0.33560530053089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01026077,0.0002126186,0.0005263039,0.0006147008,0.00006510662,0.0000140675,0.0005082278,0.0001613625,0.0002336411],"category_scores_gemma":[0.0003899932,0.0001752675,0.00006628405,0.001455942,0.0009652572,0.0001708835,0.0001863016,0.0003324511,0.000006921769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008189023,"about_ca_system_score_gemma":0.0001382693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001704919,"about_ca_topic_score_gemma":0.000008284737,"domain_scores_codex":[0.994854,0.003499416,0.0005991235,0.0005336595,0.00006099874,0.0004527704],"domain_scores_gemma":[0.9982867,0.001153988,0.000168383,0.0002993976,0.00005999666,0.0000315888],"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":[0.0007208934,0.0001865733,0.003709886,0.0000718418,0.000007885965,0.000004536796,0.00835667,0.00002599175,0.9738445,0.00007431944,0.00001497813,0.01298193],"study_design_scores_gemma":[0.001136907,0.0001316271,0.007496682,0.00008828446,0.00001447092,0.00000224134,0.001393436,0.000055577,0.9884659,0.0006252014,0.0004185695,0.000171101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918253,0.003422619,0.001796249,0.00008426498,0.0001879119,0.0005546551,0.00001106105,0.00001216482,0.002105818],"genre_scores_gemma":[0.7780952,0.0002691956,0.2190033,0.00002019266,0.000005359443,0.00001871421,0.000001520124,0.00001032837,0.002576178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.217207,"threshold_uncertainty_score":0.7147201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}