{"meta":{"query_hash":"a5cee0666367","filters":{"venue":"Pharmaceutical Fronts"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/a5cee0666367","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pharmaceutical+Fronts"},"results":[{"id":"W2969716002","doi":"10.1055/s-0039-1693125","title":"New Technology of Thermoplastic Coating for Osmotic Pump Tablets: Study on in vitro Drug Release","year":2019,"lang":"en","type":"article","venue":"Pharmaceutical Fronts","topic":"Analytical Methods in Pharmaceuticals","field":"Chemistry","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":"University of Toronto","keywords":"Coating; Thermoplastic; Materials science; Chromatography; Composite material; Chemistry","score_opus":0.05086171511044782,"score_gpt":0.39273686953756676,"score_spread":0.3418751544271189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969716002","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":[0.97368693,0.00035023145,0.016723627,0.0010487086,0.000447453,0.0014212135,0.00006189124,0.00019368363,0.006066254],"genre_scores_gemma":[0.9853171,0.000010008739,0.012902261,0.00030634413,0.00012326126,0.00009248881,0.0000060401653,0.000076351025,0.0011661542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.996873,0.00014150958,0.0008786587,0.0007633163,0.00050161174,0.0008418812],"domain_scores_gemma":[0.9961768,0.0025780073,0.00018152266,0.00060138816,0.00009272735,0.00036958582],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007383292,0.00038526504,0.00082676637,0.00023954512,0.00005076539,0.000021462634,0.00063647464,0.00021428418,0.002084549],"category_scores_gemma":[0.0022312521,0.00035740162,0.00015520064,0.0004456286,0.00013605796,0.00009595551,0.00022479593,0.0009347452,0.00020908039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032997988,0.0029576833,0.028963376,0.0007239907,0.0003285003,0.00005610418,0.00037402654,0.00029630255,0.8675914,0.0018984685,0.00028787495,0.09322248],"study_design_scores_gemma":[0.008581078,0.0001917434,0.00034443045,0.00022990305,0.0003476176,0.000005970624,0.0008925897,0.03227745,0.9489469,0.0050606364,0.0025997795,0.0005219161],"about_ca_topic_score_codex":0.000017334774,"about_ca_topic_score_gemma":0.0000013660956,"teacher_disagreement_score":0.09270056,"about_ca_system_score_codex":0.00021163287,"about_ca_system_score_gemma":0.00011124027,"threshold_uncertainty_score":0.9998878},"labels":[],"label_agreement":null},{"id":"W3014674670","doi":"10.1055/s-0040-1708531","title":"Applications of Dynamic Mechanical Analysis in the Engineering of Amorphous Solid Dispersions","year":2020,"lang":"en","type":"article","venue":"Pharmaceutical Fronts","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Materials science; Characterization (materials science); Rheology; Amorphous solid; Extrusion; Dynamic mechanical analysis; Nanotechnology; Process engineering; Biochemical engineering; Polymer; Composite material; Chemistry; Organic chemistry; Engineering","score_opus":0.08888375453765368,"score_gpt":0.428572643163269,"score_spread":0.3396888886256153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014674670","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":[0.8753455,0.0030568342,0.1056146,0.008708931,0.00060301035,0.0026177212,0.0008177483,0.00017542375,0.003060177],"genre_scores_gemma":[0.9981021,0.00014819004,0.00026898834,0.0012750025,0.000065778724,0.00007764552,0.000029521962,0.000012426863,0.000020307341],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99810827,0.00038270254,0.0006282691,0.00028554074,0.00026688643,0.00032835783],"domain_scores_gemma":[0.9987092,0.00063645677,0.00012950257,0.00021936602,0.000063883956,0.00024155913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066142343,0.00017060217,0.0004916046,0.0001417743,0.00006370132,0.0000071184463,0.0005480161,0.00018139218,0.0005481496],"category_scores_gemma":[0.00009276882,0.000140271,0.0002653141,0.0011518797,0.00014604419,0.00006708663,0.00010354388,0.0006821367,0.000059542483],"study_design_candidate":"simulation_or_modeling","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":[0.0042145373,0.012249456,0.07945699,0.003116116,0.013428587,0.0002778049,0.02819536,0.20827752,0.5159594,0.03613403,0.0070759603,0.091614254],"study_design_scores_gemma":[0.0015140515,0.00009517887,0.0036127456,0.000014865089,0.0017540379,0.000006554026,0.0006109459,0.93993896,0.011617568,0.00012345114,0.040456235,0.0002554329],"about_ca_topic_score_codex":0.000034825134,"about_ca_topic_score_gemma":0.00002326335,"teacher_disagreement_score":0.73166144,"about_ca_system_score_codex":0.000037502705,"about_ca_system_score_gemma":0.000036691094,"threshold_uncertainty_score":0.60018533},"labels":[],"label_agreement":null}]}