{"meta":{"query_hash":"bc771f61e835","filters":{"venue":"ARCHALP"},"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/bc771f61e835","api":"https://metacan.xera.ac/api/v1/cohort?venue=ARCHALP"},"results":[{"id":"W4288096486","doi":"10.30682/aa2208f","title":"To make it even better","year":2022,"lang":"en","type":"article","venue":"ARCHALP","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":0,"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":"International Society of Oncology Pharmacy Practitioners","keywords":"Architectural engineering; Order (exchange); Computer science; Construction engineering; Engineering; Business","score_opus":0.013815766418337939,"score_gpt":0.2284618394786147,"score_spread":0.21464607306027678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288096486","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003758423,0.014517848,0.011380897,0.36883932,0.052506965,0.0001418838,0.00038355895,0.001608933,0.54686224],"genre_scores_gemma":[0.035947174,0.008584502,0.010164317,0.19643854,0.009293429,0.0001623516,0.0005032412,0.0015940994,0.7373123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922227,0.0020378907,0.0002679624,0.0014397746,0.002748293,0.0012834432],"domain_scores_gemma":[0.99244213,0.0009648574,0.00042079625,0.0014562828,0.002607337,0.0021086202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005185753,0.0015330665,0.0007602039,0.001354739,0.008272024,0.017600778,0.0018357473,0.006917131,0.12035864],"category_scores_gemma":[0.014795816,0.0005405549,0.0011642394,0.00090499886,0.008038349,0.019017022,0.0134377405,0.012084845,0.10154803],"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":[0.000033216107,0.000080660095,0.0006273244,0.00019080966,0.000027274222,0.00014509473,0.0054052784,0.000070732276,0.00070326985,0.103638306,0.81471705,0.074360944],"study_design_scores_gemma":[0.0000039072183,0.000015299755,0.0001670057,0.00011335703,0.0000051751863,0.00009847005,0.0012864632,0.00001893557,0.00010148746,0.0069841305,0.9911942,0.000011523062],"about_ca_topic_score_codex":0.007418166,"about_ca_topic_score_gemma":0.011558695,"teacher_disagreement_score":0.12035864,"about_ca_system_score_codex":0.0031679315,"about_ca_system_score_gemma":0.0060495026,"threshold_uncertainty_score":0.4026398},"labels":[],"label_agreement":null},{"id":"W4384201408","doi":"10.30682/aa2310l","title":"Representations of a vast territory and complex history: diverse faces of contemporary mountain architecture in North America","year":2023,"lang":"en","type":"article","venue":"ARCHALP","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"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":"","keywords":"Indigenous; Architecture; Materiality (auditing); Context (archaeology); Built environment; Geography; Diversity (politics); History; Variety (cybernetics); Ethnology; Archaeology; Economic geography; Sociology; Aesthetics; Ecology; Anthropology; Civil engineering; Engineering; Art","score_opus":0.029008592737667784,"score_gpt":0.24037400693872385,"score_spread":0.21136541420105606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384201408","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":[0.8170651,0.007453103,0.0015058826,0.012308884,0.00011237676,0.000020454148,0.000037590988,0.000041106163,0.16145556],"genre_scores_gemma":[0.9925626,0.0016224871,0.00032401792,0.00024010701,0.000017927574,0.00001300524,0.0000110274505,0.000011290057,0.00519742],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900025,0.0005793821,0.00001972099,0.00007831355,0.00015519277,0.00016711239],"domain_scores_gemma":[0.99943906,0.00024286006,0.00006984464,0.000044385117,0.0000774246,0.0001263891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010834612,0.00029486377,0.00023587905,0.0012928421,0.012913019,0.0077137332,0.000683592,0.0008738813,0.0029269224],"category_scores_gemma":[0.0010634875,0.0002100775,0.00012645914,0.00216704,0.018344723,0.0030771773,0.004734746,0.0015365412,0.000093028044],"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":[0.000006469426,0.000008310775,0.0025102794,0.00003479686,0.000004418511,0.00032262734,0.9512468,0.00007889978,0.00025713016,0.033838756,0.0018368381,0.009854585],"study_design_scores_gemma":[0.0000022844279,0.000010011705,0.0135237705,0.0001288745,0.000007422569,0.00027019836,0.88949674,0.00011766206,0.00004969318,0.0057541896,0.0906262,0.000012933727],"about_ca_topic_score_codex":0.16310684,"about_ca_topic_score_gemma":0.44838673,"teacher_disagreement_score":0.16310684,"about_ca_system_score_codex":0.009015933,"about_ca_system_score_gemma":0.003847477,"threshold_uncertainty_score":0.32431495},"labels":[],"label_agreement":null},{"id":"W4400888888","doi":"10.30682/aa2412o","title":"Evolving Perspectives: the resurgence of wood in Quebec architecture","year":2024,"lang":"en","type":"article","venue":"ARCHALP","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"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":"","keywords":"Architecture; Pavilion; Industrialisation; Paradigm shift; Dominance (genetics); Architectural engineering; Industrial Revolution; Cornerstone; Urbanization; Engineering; Civil engineering; Political science; History; Economic growth; Economics; Law; Archaeology","score_opus":0.00968293538760028,"score_gpt":0.25353669558999176,"score_spread":0.24385376020239147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400888888","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":[0.30230653,0.047334127,0.0016100092,0.1584791,0.002064438,0.00004061633,0.0005223815,0.00007184859,0.4875709],"genre_scores_gemma":[0.9137635,0.00843631,0.00055555877,0.007528835,0.00021867781,0.000011850472,0.00008187181,0.000047670266,0.06935557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978259,0.000540689,0.00002492909,0.00021678576,0.00052539544,0.00086619594],"domain_scores_gemma":[0.9984578,0.00045840128,0.00008816056,0.000064077765,0.00051833125,0.0004131843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019452234,0.00042424633,0.00038122557,0.0020571759,0.027635185,0.009300987,0.0015337411,0.0030828773,0.01530184],"category_scores_gemma":[0.0018763614,0.00026706464,0.00033464623,0.0025913725,0.015954973,0.003087632,0.0025266549,0.0041877027,0.00048097686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013122527,0.00008157697,0.007924923,0.00024786862,0.000037640722,0.0031465334,0.20632681,0.0010205731,0.001300229,0.5799052,0.111050926,0.0888266],"study_design_scores_gemma":[0.0000074974632,0.00001992127,0.010968797,0.00025845043,0.000012733039,0.00025851725,0.08972669,0.00049508346,0.00022975483,0.008113873,0.8898413,0.00006726309],"about_ca_topic_score_codex":0.9902948,"about_ca_topic_score_gemma":0.9964658,"teacher_disagreement_score":0.15134154,"about_ca_system_score_codex":0.15134154,"about_ca_system_score_gemma":0.06360209,"threshold_uncertainty_score":0.9843235},"labels":[],"label_agreement":null}]}