{"meta":{"query_hash":"cc8b554aca45","filters":{"venue":"Ambix"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/cc8b554aca45","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ambix"},"results":[{"id":"W1969938813","doi":"10.1179/000269809x12529013496374","title":"Let it Burn: Distinguishing Inflammable Airs 1766–1790","year":2009,"lang":"en","type":"article","venue":"Ambix","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer security; Computer science","score_opus":0.03840530569678524,"score_gpt":0.23866309371266195,"score_spread":0.2002577880158767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969938813","genre_codex":"other","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":[0.2632839,0.17120913,0.0031090474,0.013753925,0.004499702,0.00006404985,0.0003925022,0.000059018766,0.5436287],"genre_scores_gemma":[0.8941385,0.04990391,0.0037056517,0.004030182,0.002824166,0.00004274383,0.00036324427,0.000119749275,0.04487187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9994087,0.0001261068,0.00003422935,0.0000884307,0.00024031242,0.000102221544],"domain_scores_gemma":[0.99963605,0.0001291113,0.00007155442,0.000031263833,0.00008530473,0.0000467217],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00086986745,0.00027479845,0.0001925311,0.0025501312,0.0027836317,0.0023890326,0.000461152,0.0012457335,0.004202174],"category_scores_gemma":[0.0018791085,0.00014957789,0.00018759824,0.0012761859,0.009849698,0.0031655848,0.0019962643,0.0019620003,0.0011726153],"study_design_candidate":"qualitative","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":[0.0008587444,0.000046083365,0.014169835,0.0010893971,0.000036996902,0.0033755302,0.18843628,0.0001899666,0.010325937,0.5197863,0.027518969,0.2341659],"study_design_scores_gemma":[0.0000073771075,0.00006757221,0.016203811,0.0006182573,0.000010056402,0.003315755,0.01701366,0.000033069788,0.0024909829,0.027288225,0.93291384,0.00003747505],"about_ca_topic_score_codex":0.0034717002,"about_ca_topic_score_gemma":0.005746589,"teacher_disagreement_score":0.99721634,"about_ca_system_score_codex":0.0018673794,"about_ca_system_score_gemma":0.0010362634,"threshold_uncertainty_score":0.014057696},"labels":[],"label_agreement":null},{"id":"W1989109036","doi":"10.1179/amb.2003.50.1.71","title":"Liebig's Alkaloid Analyses: the Uncertain Route from Elemental Content to Molecular Formulae","year":2003,"lang":"en","type":"article","venue":"Ambix","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Combustion; Nitrogen; Chemistry; Gravimetric analysis; Carbon dioxide; Carbon fibers; Organic chemistry; Mathematics; Algorithm","score_opus":0.07219804460978653,"score_gpt":0.32483231774943844,"score_spread":0.2526342731396519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989109036","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":[0.22927415,0.10665106,0.5340689,0.013534812,0.004344212,0.00016780404,0.0017580466,0.0031301617,0.10707085],"genre_scores_gemma":[0.65296304,0.040979046,0.2635015,0.0028340593,0.0007305759,0.0001479611,0.00067410123,0.0007816422,0.037387975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906856,0.00023640065,0.00006938306,0.00018488885,0.0004028162,0.00003793175],"domain_scores_gemma":[0.9988802,0.0004861474,0.00012555554,0.00022171078,0.00023581258,0.000050694496],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018459071,0.0005235573,0.00036767646,0.0044954983,0.00091376225,0.0021951715,0.0011141235,0.0009459412,0.0022843415],"category_scores_gemma":[0.003852658,0.00038581304,0.0002443057,0.0018517713,0.0040524034,0.003465396,0.0016950736,0.002379038,0.0012980105],"study_design_candidate":"not_applicable","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":[0.00041944522,0.00005072986,0.016763559,0.00085255166,0.00017682296,0.0014009335,0.0045554885,0.0024260131,0.24933262,0.39383194,0.012770776,0.317419],"study_design_scores_gemma":[0.000013977366,0.00027288916,0.013061221,0.00028505956,0.00010020436,0.0024182093,0.0011492185,0.005191504,0.20769374,0.36739784,0.40225947,0.00015658411],"about_ca_topic_score_codex":0.00064235943,"about_ca_topic_score_gemma":0.0009912669,"teacher_disagreement_score":0.99908626,"about_ca_system_score_codex":0.001097571,"about_ca_system_score_gemma":0.00049825775,"threshold_uncertainty_score":0.009762228},"labels":[],"label_agreement":null},{"id":"W2783318984","doi":"10.1080/00026980.2017.1398855","title":"The Chemical Club: An Early Nineteenth-Century Scientific Dining Club","year":2017,"lang":"en","type":"article","venue":"Ambix","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Arts and Humanities Research Council; University of Chicago","keywords":"Club; Context (archaeology); Quarter (Canadian coin); Art history; History of science; Period (music); History; Art; Classics; Philosophy; Epistemology; Aesthetics; Archaeology; Medicine","score_opus":0.03939737618728291,"score_gpt":0.2508029643469851,"score_spread":0.21140558815970223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783318984","genre_codex":"other","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":[0.16282733,0.010287486,0.002339344,0.020249976,0.001800612,0.0001453275,0.00038603245,0.00021819823,0.80174565],"genre_scores_gemma":[0.61486244,0.0059686787,0.0011036793,0.002201893,0.00056129263,0.000073935415,0.00020925235,0.00016023674,0.37485868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988927,0.00032231855,0.000029548417,0.00011673715,0.00027587093,0.00036282407],"domain_scores_gemma":[0.99779093,0.0006837709,0.00012508204,0.000113134396,0.0002699163,0.0010170969],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017875528,0.00026531197,0.00026600118,0.0015724628,0.015028365,0.0061515924,0.00084838836,0.001453215,0.021049695],"category_scores_gemma":[0.0025510797,0.0003773088,0.00015796753,0.0018077639,0.010757422,0.002253529,0.0047468822,0.0024138498,0.0024078453],"study_design_candidate":"not_applicable","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":[0.0006978852,0.00018034707,0.008493177,0.00072028907,0.000022400494,0.0045927344,0.2239305,0.00044258902,0.003233448,0.4605226,0.15152602,0.14563799],"study_design_scores_gemma":[0.000011189368,0.000035213125,0.0037660706,0.00008131768,0.0000017096957,0.00012410847,0.007933554,0.000036846315,0.00028547356,0.0027484847,0.9849629,0.000013088823],"about_ca_topic_score_codex":0.032103684,"about_ca_topic_score_gemma":0.09754726,"teacher_disagreement_score":0.98497164,"about_ca_system_score_codex":0.009900718,"about_ca_system_score_gemma":0.0053175497,"threshold_uncertainty_score":0.0718351},"labels":[],"label_agreement":null},{"id":"W4327596010","doi":"10.1080/00026980.2023.2186577","title":"A Cultural History of Chemistry in Antiquity (vol. 1) <b>A Cultural History of Chemistry in Antiquity (vol. 1)</b> . Edited by Marco Beretta. Pp. 294, illus., index. Bloomsbury: London. 2022. £395.00 (6-volume set). ISBN: 978-1-4742-9453-9. This volume is available in open access athttp://doi.org/10.5040/9781474203746(CC-BY-NC-ND 4.0).","year":2023,"lang":"en","type":"article","venue":"Ambix","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Index (typography); History; Cultural history; Classics; Chemistry; Art; Computer science; World Wide Web; Economic history","score_opus":0.03455281379511602,"score_gpt":0.2989538783101367,"score_spread":0.26440106451502066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327596010","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005565119,0.6130723,0.00093168474,0.026246486,0.008537105,0.000033526947,0.00016254766,0.0000670467,0.3453843],"genre_scores_gemma":[0.13318242,0.46850798,0.0025684068,0.008555306,0.0066076852,0.00010439592,0.00023097832,0.00026551032,0.37997738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992224,0.00039868802,0.000036109173,0.00007429619,0.0001933195,0.000075230855],"domain_scores_gemma":[0.9992797,0.00029111118,0.000087723754,0.00006673277,0.00018382033,0.000091043585],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011971924,0.0006455776,0.0003583958,0.0017582312,0.0031679433,0.004733875,0.0005591798,0.00141489,0.032857377],"category_scores_gemma":[0.0012394849,0.00042969873,0.00028245573,0.0020450028,0.006758199,0.0031028325,0.0019286226,0.0024091075,0.007508232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089077344,0.00005074753,0.00059054705,0.0015776686,0.000019308563,0.00027995222,0.013632981,0.0001375508,0.0015486898,0.25016147,0.4938055,0.23810644],"study_design_scores_gemma":[0.0000014257985,0.000009334956,0.0006001597,0.0003958658,0.00000133888,0.00014174308,0.00097199535,0.000011433337,0.00015885453,0.006912271,0.99079084,0.0000048350526],"about_ca_topic_score_codex":0.005727677,"about_ca_topic_score_gemma":0.010367623,"teacher_disagreement_score":0.9968321,"about_ca_system_score_codex":0.003943039,"about_ca_system_score_gemma":0.0029045178,"threshold_uncertainty_score":0.10991889},"labels":[],"label_agreement":null},{"id":"W4375956029","doi":"10.1080/00026980.2023.2201743","title":"Amateur Science and Innovation in Fireworks in Nineteenth-Century Europe","year":2023,"lang":"en","type":"article","venue":"Ambix","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Australian Research Council; Monash University; York University","keywords":"Fireworks; Amateur; History; Field (mathematics); Visual arts; Aesthetics; Sociology; Art; Archaeology","score_opus":0.027510490445831783,"score_gpt":0.23240023391265527,"score_spread":0.20488974346682348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375956029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8747691,0.006825177,0.00073296396,0.0030031323,0.00009754639,0.0000112239295,0.000010733025,0.000006830451,0.11454322],"genre_scores_gemma":[0.99368155,0.0015491382,0.00011505214,0.00016537815,0.000035849196,0.000005929291,0.0000045452525,0.0000048521606,0.0044375993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9973345,0.0013529857,0.00009434092,0.00028888893,0.00027476737,0.0006545105],"domain_scores_gemma":[0.9983612,0.00091033796,0.00023512183,0.000111173584,0.00014551565,0.000236585],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004290214,0.00020240754,0.00035237864,0.0034784358,0.010607712,0.0069268397,0.0006718606,0.0019168083,0.0030709766],"category_scores_gemma":[0.0027497134,0.00021503141,0.00021971295,0.0028533346,0.017857626,0.003915073,0.004114716,0.0018379864,0.00020093557],"study_design_candidate":"qualitative","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":[0.00011388667,0.00012839558,0.010263951,0.00009392278,0.000019371602,0.00089354924,0.3507603,0.0002720514,0.00052853464,0.60103136,0.0012291071,0.03466557],"study_design_scores_gemma":[0.000040158862,0.0002811046,0.10496143,0.00082706066,0.000025390613,0.0014002039,0.38974747,0.0006889458,0.0013904374,0.071180016,0.4293799,0.00007795564],"about_ca_topic_score_codex":0.013182677,"about_ca_topic_score_gemma":0.0220928,"teacher_disagreement_score":0.9893923,"about_ca_system_score_codex":0.0072495327,"about_ca_system_score_gemma":0.0018839417,"threshold_uncertainty_score":0.05259931},"labels":[],"label_agreement":null}]}