{"meta":{"query_hash":"68f76b9ec29a","filters":{"venue":"Journal of Surface Science and Technology"},"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/68f76b9ec29a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Surface+Science+and+Technology"},"results":[{"id":"W2604268998","doi":"10.18311/jsst/2016/14746","title":"Interaction of a Cationic Surfactant with an Oppositely Charged Polymer","year":2017,"lang":"en","type":"article","venue":"Journal of Surface Science and Technology","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Pulmonary surfactant; Chemistry; Carboxymethyl cellulose; Cationic polymerization; Conductometry; Polymer; Turbidimetry; Aqueous solution; Monomer; Critical micelle concentration; Micelle; Adsorption; Polymer chemistry; Inorganic chemistry; Chemical engineering; Sodium; Chromatography; Organic chemistry","score_opus":0.017097691818035145,"score_gpt":0.27367575071791217,"score_spread":0.256578058899877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604268998","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":[0.9968227,0.00080691784,0.0015276466,0.000052788382,0.000031278916,0.0000112087255,0.00003435058,0.00001527001,0.0006977963],"genre_scores_gemma":[0.996458,0.00043793724,0.0019498797,0.000060031056,0.000017376053,0.000014272993,0.000091395894,0.000010030876,0.0009610769],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994885,0.00009258136,0.000042396216,0.000103703016,0.00018049305,0.00009229916],"domain_scores_gemma":[0.9994868,0.00019036091,0.00010704422,0.000030396983,0.00010987362,0.000075604235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039172647,0.00037816586,0.00029152457,0.00033142045,0.00020313855,0.00042899212,0.00031234027,0.0005341048,0.0006784445],"category_scores_gemma":[0.00076631614,0.00016857752,0.000314162,0.00025535797,0.00032585434,0.0003044655,0.00031295934,0.0003953878,0.00021925697],"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":[0.000066755056,0.000012176771,0.00014596492,0.000028548971,0.0000071926725,0.00004560373,0.0000136114795,0.00006554805,0.9989359,0.00003954669,0.000007939499,0.0006311758],"study_design_scores_gemma":[0.000008165535,0.0002477426,0.00075749937,0.000004162378,0.000012877162,0.0001032863,0.000011187583,0.0007284862,0.9975344,0.000021358019,0.00056531245,0.0000054739207],"about_ca_topic_score_codex":0.0005819646,"about_ca_topic_score_gemma":0.0004662981,"teacher_disagreement_score":0.0006784445,"about_ca_system_score_codex":0.00024363579,"about_ca_system_score_gemma":0.00028566198,"threshold_uncertainty_score":0.0022696257},"labels":[],"label_agreement":null},{"id":"W2623134759","doi":"10.18311/jsst/2007/1957","title":"Seeding Method for the Synthesis of Flower like Gold Nanoparticles and Nanowires in Pluronic P103 Micellar Phase as Soft Template","year":2007,"lang":"en","type":"article","venue":"Journal of Surface Science and Technology","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":0,"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":"Poloxamer; Nucleation; Colloidal gold; Seeding; Materials science; Micelle; Nanowire; Nanoparticle; Nanotechnology; Chemical engineering; Phase (matter); Nanoscopic scale; Chemistry; Copolymer; Organic chemistry; Aqueous solution; Composite material; Polymer","score_opus":0.017323671819532475,"score_gpt":0.31459317055013875,"score_spread":0.29726949873060626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623134759","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":[0.754064,0.0041210973,0.23347344,0.00024063446,0.00018632795,0.00048736564,0.0005889619,0.00084654964,0.005991625],"genre_scores_gemma":[0.8855405,0.0020258613,0.106758,0.0000627793,0.000019934378,0.00020089932,0.000528072,0.0000753422,0.004788572],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998758,0.00001843737,0.000012779063,0.000031683125,0.00004962656,0.000011768696],"domain_scores_gemma":[0.9999093,0.00002720323,0.000024014025,0.0000120659615,0.000015378828,0.000012088191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017431514,0.0003961886,0.00030125788,0.00028525674,0.00021083803,0.00016931127,0.00023629797,0.00030733758,0.00064721535],"category_scores_gemma":[0.00016332183,0.00018931895,0.00023288147,0.00021491254,0.0001250615,0.00015539122,0.00019091088,0.0004008288,0.00045778544],"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":[0.000007945993,0.000005842982,0.000041726802,0.00002735138,0.0000023103262,0.0000584798,0.000011789805,0.00005798659,0.9978517,0.00010124071,0.00003171805,0.0018018854],"study_design_scores_gemma":[0.0000047672474,0.000050117884,0.0003003101,0.0000024032067,0.000006561621,0.00017229034,0.0000039395436,0.0010756073,0.9971269,0.000034439505,0.0012180227,0.0000046033338],"about_ca_topic_score_codex":0.0007676665,"about_ca_topic_score_gemma":0.0021740403,"teacher_disagreement_score":0.0007676665,"about_ca_system_score_codex":0.00023994982,"about_ca_system_score_gemma":0.00024459447,"threshold_uncertainty_score":0.0021651387},"labels":[],"label_agreement":null},{"id":"W2650825582","doi":"10.18311/jsst/2008/1896","title":"Synthesis of Gold Nanoparticles Supported by Aggregated Assemblies of Triblock Copolymers in Aqueous Phase : Effect of Temperature","year":2008,"lang":"en","type":"article","venue":"Journal of Surface Science and Technology","topic":"Block Copolymer Self-Assembly","field":"Materials Science","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":"College of the North Atlantic","funders":"","keywords":"Nucleation; Copolymer; Polymer; Materials science; Aqueous solution; Nanoparticle; Chemical engineering; Polymer chemistry; Phase (matter); Colloidal gold; Oxide; Nanotechnology; Chemistry; Organic chemistry; Composite material","score_opus":0.006164704971493572,"score_gpt":0.24633144723387912,"score_spread":0.24016674226238555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2650825582","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":[0.99421126,0.0008664756,0.0037219857,0.000044702563,0.00002824245,0.000029119265,0.000068867776,0.00010673288,0.0009227126],"genre_scores_gemma":[0.9932881,0.00041989423,0.004668823,0.000027802123,0.000008762446,0.000032697608,0.00010063737,0.000029567671,0.0014238094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987805,0.000012435785,0.000012960629,0.000036269234,0.000034913857,0.00002530977],"domain_scores_gemma":[0.9998599,0.000029557039,0.000039006285,0.000017258564,0.000021741556,0.000032545286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015282282,0.00034157137,0.00029837777,0.00015886464,0.00014570855,0.00020323446,0.00017117495,0.0002671194,0.00070693996],"category_scores_gemma":[0.00023850329,0.00022552081,0.00017912769,0.00013163441,0.00013918622,0.00024378915,0.00017041784,0.00034746685,0.00031315454],"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":[0.0000252955,0.000009226939,0.000030566836,0.000026403211,0.0000022162528,0.000020517162,0.000012474218,0.00007353219,0.9990227,0.00003204199,0.000008057172,0.00073691894],"study_design_scores_gemma":[0.000006748438,0.0000908686,0.0002702591,0.0000016732685,0.000004022116,0.000023129245,0.0000033466408,0.00045297065,0.9988487,0.000011662858,0.00028506803,0.0000015170126],"about_ca_topic_score_codex":0.00033474996,"about_ca_topic_score_gemma":0.0007260667,"teacher_disagreement_score":0.00070693996,"about_ca_system_score_codex":0.0002639772,"about_ca_system_score_gemma":0.00014096452,"threshold_uncertainty_score":0.0023649335},"labels":[],"label_agreement":null}]}