{"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":"41c2e16f15f4","filters":{"venue":"Multifunctional Materials"}},"results":[{"id":"W2987344454","doi":"10.1088/2399-7532/ab56a2","title":"Study of the piezoionic effect and influence of electrolyte in conducting polymer based soft strain sensors","year":2019,"lang":"en","type":"article","venue":"Multifunctional Materials","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Electrolyte; Polymer; Materials science; Electroactive polymers; Ionic bonding; Electrochemistry; Conductive polymer; Propylene carbonate; Artificial muscle; Donnan potential; Ion; Chemical physics; Polymer chemistry; Electrode; Chemical engineering; Actuator; Chemistry; Composite material; Physical chemistry; Electrical engineering; Organic chemistry","authors":[{"name":"Vincent Woehling","is_ca":false},{"name":"Giao Nguyen","is_ca":false},{"name":"Cédric Plesse","is_ca":false},{"name":"Yael Petel","is_ca":true},{"name":"Yuta Dobashi","is_ca":true},{"name":"John D. W. Madden","is_ca":true},{"name":"Carl A. Michal","is_ca":true},{"name":"Frédéric Vidal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01871632261434024,"gpt":0.2614502882340743,"spread":0.2427339656197341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002602862,0.0003517461,0.0001778792,0.0001707487,0.00008253273,0.0003143819,0.0002402792,0.0002968951,0.0006707158],"category_scores_gemma":[0.0003907679,0.0001382895,0.0001080689,0.0001473847,0.0002426892,0.0003238728,0.0001768999,0.0003905977,0.0001291848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532894,"about_ca_system_score_gemma":0.00009258821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001977763,"about_ca_topic_score_gemma":0.0002280165,"domain_scores_codex":[0.9997994,0.00003642652,0.000009697213,0.00004788811,0.00007731768,0.0000292345],"domain_scores_gemma":[0.9996903,0.0001609698,0.00007223579,0.00001445082,0.00003696174,0.00002511825],"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":[0.00002309032,0.00001014538,0.0000567524,0.00003001968,0.000002654011,0.00002509899,0.000008915706,0.00009210786,0.9985486,0.00004065356,0.000008124139,0.001153893],"study_design_scores_gemma":[0.000002297331,0.00009935968,0.0005477528,0.00000337597,0.00000468083,0.000027157,0.000008300874,0.001756595,0.9972824,0.00001449502,0.0002511623,0.000002489358],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927177,0.002043671,0.003958484,0.00005870359,0.00002424315,0.00001129579,0.0000607349,0.00004691001,0.001078232],"genre_scores_gemma":[0.9968398,0.0006998788,0.001817115,0.00001768614,0.000009519746,0.000008279658,0.00002789781,0.000006557786,0.0005734192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006707158,"threshold_uncertainty_score":0.002243698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2918031265","doi":"10.1088/2399-7532/ab0a9a","title":"Evaluating performance of wet unencapsulated PEDOT trilayer actuators operating in air and water","year":2019,"lang":"en","type":"article","venue":"Multifunctional Materials","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Electrolyte; Solvent; Materials science; Propylene carbonate; PEDOT:PSS; Relative humidity; Chemical engineering; Ion; Actuator; Humidity; Composite material; Electrode; Chemistry; Electrical engineering; Polymer; Organic chemistry","authors":[{"name":"Saeedeh Ebrahimi Takalloo","is_ca":true},{"name":"Adelyne Fannir","is_ca":false},{"name":"Giao Nguyen","is_ca":false},{"name":"Cedric Plesse","is_ca":false},{"name":"Frédéric Vidal","is_ca":false},{"name":"John D. W. Madden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03767335387709927,"gpt":0.3001112185940207,"spread":0.2624378647169214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000211768,0.00049349,0.0002377216,0.0002211453,0.0001692383,0.0003516067,0.0003747917,0.0003767368,0.0008587353],"category_scores_gemma":[0.0005274774,0.0001888131,0.0002027442,0.0002187992,0.0002526977,0.0005213458,0.0002399903,0.0003436982,0.0002148638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001928991,"about_ca_system_score_gemma":0.0001214595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006582083,"about_ca_topic_score_gemma":0.0009426097,"domain_scores_codex":[0.9997256,0.00001964799,0.0000262539,0.00007103923,0.0001002898,0.00005704978],"domain_scores_gemma":[0.9996138,0.0001149477,0.00008823351,0.00004327933,0.00009748153,0.00004234875],"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":[0.00006121943,0.00001675433,0.0002110354,0.00004174918,0.000006158244,0.00004407628,0.00004609192,0.0001170141,0.9981459,0.000008873201,0.00002002257,0.001281155],"study_design_scores_gemma":[0.00000311011,0.0002509938,0.002342459,0.000005098788,0.000009407882,0.00002964598,0.00005548622,0.001193973,0.9957715,0.00000553878,0.000325856,0.000006961598],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984007,0.0002567497,0.0009298549,0.00001821372,0.00002323693,0.00000941677,0.0001162808,0.00004752791,0.0001979789],"genre_scores_gemma":[0.9966362,0.0003505552,0.001873654,0.00002495925,0.000009178398,0.0000312356,0.0001390743,0.00002786329,0.0009073699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008587353,"threshold_uncertainty_score":0.002872705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}