{"meta":{"query_hash":"2ce43f146494","filters":{"venue":"Constructions and Frames"},"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/2ce43f146494","api":"https://metacan.xera.ac/api/v1/cohort?venue=Constructions+and+Frames"},"results":[{"id":"W2067443652","doi":"10.1075/cf.3.2.03dan","title":"Modification and constructional blends in the use of proper names","year":2011,"lang":"en","type":"article","venue":"Constructions and Frames","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":13,"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 British Columbia","funders":"","keywords":"Principle of compositionality; Metonymy; Proper noun; Noun; Linguistics; Context (archaeology); Meaning (existential); Frame (networking); Computer science; Range (aeronautics); Natural language processing; History; Philosophy; Epistemology; Engineering","score_opus":0.06331763105879636,"score_gpt":0.25903190454943037,"score_spread":0.19571427349063403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067443652","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":[0.6360982,0.003362965,0.35784352,0.0010533275,0.00023423093,0.00035199878,0.000012934239,0.00018470723,0.00085810584],"genre_scores_gemma":[0.6620285,0.000048330967,0.33785546,0.000041457177,0.0000059461186,0.000009008473,4.1056666e-7,0.000001323648,0.000009537531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999578,0.000032109765,0.00011934936,0.00013795664,0.000067867295,0.00006473801],"domain_scores_gemma":[0.99966383,0.000047527934,0.00005393565,0.00016212622,0.000057090212,0.000015461033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007961855,0.000054783195,0.000068426634,0.00009591163,0.00007534249,0.000066740446,0.00013617256,0.000042235537,0.0000055841833],"category_scores_gemma":[0.00003686476,0.000035930894,0.000011186596,0.00017352864,0.00040684504,0.00043079036,0.00005010051,0.00009882727,1.8764783e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021140659,0.000014452189,0.012580828,0.000012041542,0.0000051118213,0.0000011376046,0.0018203997,3.874681e-7,0.00038271167,0.7320122,0.000045634977,0.253123],"study_design_scores_gemma":[0.0008944377,0.00026353847,0.08900655,0.0002686539,0.000056220644,0.0034271092,0.004338818,0.020950325,0.021934895,0.85087144,0.007206962,0.0007810179],"about_ca_topic_score_codex":0.00006759897,"about_ca_topic_score_gemma":0.000005342012,"teacher_disagreement_score":0.252342,"about_ca_system_score_codex":0.000003952342,"about_ca_system_score_gemma":0.00002909135,"threshold_uncertainty_score":0.14990376},"labels":[],"label_agreement":null},{"id":"W4393545699","doi":"10.1075/cf.22011.ung","title":"Vertical and horizontal links in constructional networks","year":2024,"lang":"en","type":"article","venue":"Constructions and Frames","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Horizontal and vertical; Geology; Computer science; Geodesy","score_opus":0.01325979324836821,"score_gpt":0.22329642015256324,"score_spread":0.21003662690419503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393545699","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":[0.956755,0.0028086454,0.005709012,0.011207795,0.00854171,0.00021778273,0.000059211154,0.0002243436,0.014476505],"genre_scores_gemma":[0.997784,0.000106666565,0.00075586245,0.000045944405,0.0011781798,0.000008402178,0.000009468796,0.000009777413,0.00010168576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993875,0.000017797262,0.00018773662,0.00020376865,0.00006882051,0.00013438678],"domain_scores_gemma":[0.9996794,0.00015322243,0.000012598009,0.00006267079,0.000041270676,0.000050871357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007322653,0.00009665093,0.000121279845,0.00012853714,0.0001946672,0.00033704226,0.000025851015,0.00010831656,0.00039667462],"category_scores_gemma":[0.00006971431,0.00009035809,0.000025550109,0.000040307186,0.0007144668,0.00012117814,0.000027220067,0.00031114736,0.000007891796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004429726,0.000008117992,0.004135427,0.000017985036,0.000026236905,0.000008083788,0.002118974,0.000004270392,0.000005279256,0.969458,0.00008012452,0.024133071],"study_design_scores_gemma":[0.0009746699,0.00015883442,0.017105455,0.00042202734,0.00020001123,0.0009856735,0.02368402,0.11803062,0.000023551369,0.7781603,0.059552256,0.0007026219],"about_ca_topic_score_codex":0.00023756157,"about_ca_topic_score_gemma":0.0004171892,"teacher_disagreement_score":0.19129774,"about_ca_system_score_codex":0.000019331193,"about_ca_system_score_gemma":0.000034657416,"threshold_uncertainty_score":0.43433088},"labels":[],"label_agreement":null}]}