{"meta":{"query_hash":"0d5b0d3d7440","filters":{"venue":"Droplet"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/0d5b0d3d7440","api":"https://metacan.xera.ac/api/v1/cohort?venue=Droplet"},"results":[{"id":"W4386252835","doi":"10.1002/dro2.82","title":"Hydrophilic solvent recovery from switched‐on microdroplet dissolution","year":2023,"lang":"en","type":"article","venue":"Droplet","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","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":"BC Research (Canada); University of Alberta","funders":"Institute for Oil Sands Innovation, University of Alberta; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs; University of Alberta","keywords":"Dissolution; Solvent; Emulsion; Polymer; Residue (chemistry); Chemical engineering; Aqueous solution; Materials science; Solubility; Chemistry; Aqueous two-phase system; Organic chemistry","score_opus":0.02724656143480393,"score_gpt":0.23185834046796744,"score_spread":0.20461177903316352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386252835","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":[0.992134,0.0005712664,0.0059054047,0.00003654858,0.000024822108,0.00003818733,0.00016994732,0.0000893725,0.0010303757],"genre_scores_gemma":[0.99152255,0.00053680275,0.0057661952,0.00004120937,0.000008023059,0.000035817666,0.00023173586,0.000045006207,0.0018126548],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997378,0.000022864446,0.00001347737,0.000052140203,0.00013330729,0.00004038604],"domain_scores_gemma":[0.9998493,0.00003951605,0.000046394183,0.000016579217,0.000035806912,0.000012483111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017729338,0.00032225027,0.00025686042,0.0001986746,0.00011716254,0.0002494653,0.00025519566,0.00026661588,0.0007565183],"category_scores_gemma":[0.0002922832,0.00013225229,0.00024374128,0.00014253389,0.00023878222,0.00030985568,0.0003004788,0.00047706696,0.00020277571],"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":[0.00003383389,0.000008435699,0.0000917969,0.000024588073,0.000003440413,0.000030714495,0.000014543894,0.000036702182,0.998259,0.000024946308,0.000019934278,0.0014521595],"study_design_scores_gemma":[0.0000018946943,0.000029469575,0.00028409172,0.0000013072375,0.0000018069923,0.000012753337,0.0000043517935,0.0003005412,0.9991722,0.000004999973,0.00018514092,0.0000015196358],"about_ca_topic_score_codex":0.0006424969,"about_ca_topic_score_gemma":0.000899045,"teacher_disagreement_score":0.0007565183,"about_ca_system_score_codex":0.00028631883,"about_ca_system_score_gemma":0.0001853229,"threshold_uncertainty_score":0.0025308728},"labels":[],"label_agreement":null},{"id":"W4406110048","doi":"10.1002/dro2.158","title":"Design and preparation of a simplified microdroplet generation device for nanoliter volume collection and measurement with liquid microjunction–surface sampling probe–mass spectrometry","year":2025,"lang":"en","type":"article","venue":"Droplet","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury BC; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Surface micromachining; Materials science; Miniaturization; Microfluidics; Nanotechnology; Laser; Mass spectrometry; Chromatography; Optics; Chemistry; Fabrication","score_opus":0.02021910106806991,"score_gpt":0.2358638732827134,"score_spread":0.2156447722146435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406110048","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5129508,0.0010742334,0.47558874,0.00055835303,0.00035286826,0.0019090163,0.0018321646,0.0027903093,0.0029435148],"genre_scores_gemma":[0.505676,0.0006794435,0.4869476,0.00025823884,0.000090031856,0.0019372941,0.0011875386,0.00013117648,0.0030925265],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962807,0.00002803134,0.000033276297,0.00011335826,0.00015586763,0.000041388816],"domain_scores_gemma":[0.99973375,0.00006560166,0.00005578281,0.00005448494,0.000062067935,0.000028254393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050061994,0.00053985335,0.0006240065,0.0005494279,0.00037445224,0.0006596847,0.0011681754,0.0007340386,0.0008507926],"category_scores_gemma":[0.00035999206,0.0005187461,0.00042958322,0.00036855874,0.00036954434,0.0005668017,0.00043020776,0.00066946656,0.0006346666],"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":[0.000021115058,0.000031793395,0.00017191889,0.000044064713,0.0000051340867,0.000040106384,0.00001832111,0.00026468397,0.99576783,0.00043562954,0.0001238062,0.0030755487],"study_design_scores_gemma":[0.000030013765,0.00019326733,0.001008036,0.000005084918,0.000012700584,0.00010365375,0.000015665293,0.012824603,0.9822535,0.000108358676,0.0034153115,0.00002987025],"about_ca_topic_score_codex":0.00041696863,"about_ca_topic_score_gemma":0.0008093085,"teacher_disagreement_score":0.0011681754,"about_ca_system_score_codex":0.00056328624,"about_ca_system_score_gemma":0.0007569816,"threshold_uncertainty_score":0.0040869117},"labels":[],"label_agreement":null},{"id":"W4412923156","doi":"10.1002/dro2.70018","title":"An electrocyte‐inspired moisture‐driven electricity generator for self‐sustained water electrolysis","year":2025,"lang":"en","type":"article","venue":"Droplet","topic":"Solar-Powered Water Purification Methods","field":"Energy","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":"University of Toronto","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Electricity; Generator (circuit theory); Electrolysis; Moisture; Materials science; Environmental science; Process engineering; Electrical engineering; Engineering; Chemistry; Power (physics); Composite material; Electrode; Physics; Thermodynamics","score_opus":0.008734604374854389,"score_gpt":0.2773846460834977,"score_spread":0.2686500417086433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412923156","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":[0.9547978,0.0028567682,0.03550145,0.00035949537,0.00023659745,0.00008334948,0.00019974985,0.00047481552,0.0054898793],"genre_scores_gemma":[0.9895738,0.00051771605,0.007763461,0.00007901036,0.000015842874,0.000027097642,0.000054537246,0.000020609687,0.0019479804],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999603,0.000003699339,0.0000025752379,0.0000122787105,0.000012928658,0.000008244228],"domain_scores_gemma":[0.99997103,0.000005789349,0.000006710935,0.0000029083094,0.000006409497,0.0000070975084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007300059,0.00017139153,0.00012349298,0.00009364208,0.00008868452,0.0002031895,0.00026532085,0.00028405094,0.0007231754],"category_scores_gemma":[0.000080275415,0.00011622095,0.00013302024,0.00007729574,0.00014505313,0.00032768332,0.00023143539,0.00032249183,0.00028892496],"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":[0.000013621618,0.000018014794,0.000077673954,0.000055134264,0.000004728734,0.00006217099,0.0000133493395,0.00018179053,0.99542266,0.0005489507,0.00017731554,0.0034245432],"study_design_scores_gemma":[0.000012522032,0.00010832396,0.00035732696,0.0000034449617,0.0000067837036,0.00007390068,0.000012862187,0.007034548,0.9880465,0.00010379293,0.0042322567,0.000007740342],"about_ca_topic_score_codex":0.00008047523,"about_ca_topic_score_gemma":0.0001904393,"teacher_disagreement_score":0.0007231754,"about_ca_system_score_codex":0.00010863825,"about_ca_system_score_gemma":0.0000642993,"threshold_uncertainty_score":0.002419293},"labels":[],"label_agreement":null}]}