{"meta":{"query_hash":"bdf7d72eb024","filters":{"venue":"Cooperative and Human Aspects of Software Engineering"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/bdf7d72eb024","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cooperative+and+Human+Aspects+of+Software+Engineering"},"results":[{"id":"W1992072862","doi":"10.5555/2663638.2663640","title":"A redefinition of roles and collaboration under model-driven development","year":2012,"lang":"en","type":"article","venue":"Cooperative and Human Aspects of Software Engineering","topic":"Parallel Computing and Optimization Techniques","field":"Computer 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":"University of Victoria","funders":"","keywords":"Graphene; Quasiparticle; Angstrom; Electron; Scattering; Physics; Graphite; Dirac equation; Effective mass (spring–mass system); Schrödinger equation; Charge carrier; Condensed matter physics; Nanotechnology; Materials science; Quantum mechanics; Chemistry","score_opus":0.01744475857771006,"score_gpt":0.24386235311710222,"score_spread":0.22641759453939217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992072862","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016889792,0.0016591542,0.7236319,0.022102201,0.0015918139,0.00019295246,0.00038725702,0.0011505934,0.23239435],"genre_scores_gemma":[0.7291117,0.0019191045,0.21488693,0.0013118509,0.0004363756,0.0005085106,0.00034344016,0.00045938484,0.05102266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972867,0.001422521,0.00013639378,0.00042939457,0.00049181056,0.00023327161],"domain_scores_gemma":[0.9957424,0.0013989266,0.00024637193,0.0016349431,0.00040270947,0.0005745819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004176665,0.0005537294,0.00043590786,0.0006935308,0.0015345286,0.003768268,0.0016498412,0.0017234276,0.012317041],"category_scores_gemma":[0.007740016,0.00032648403,0.0008909077,0.0009798687,0.0047870046,0.005311961,0.0042032055,0.0025193153,0.0019493252],"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":[0.000011070721,0.000009572325,0.00019137605,0.000023752067,0.000003733193,0.00005867452,0.00018345295,0.0022058275,0.00016076397,0.9825498,0.003010511,0.011591383],"study_design_scores_gemma":[0.00001566211,0.00002285627,0.00014141072,0.00006565631,0.000012248533,0.00019626663,0.00012151145,0.03265438,0.00056877977,0.87369746,0.09248646,0.00001743333],"about_ca_topic_score_codex":0.0019769263,"about_ca_topic_score_gemma":0.0022422695,"teacher_disagreement_score":0.012317041,"about_ca_system_score_codex":0.0027259274,"about_ca_system_score_gemma":0.0025522402,"threshold_uncertainty_score":0.04120457},"labels":[],"label_agreement":null}]}