{"meta":{"query_hash":"751ca49f7e8e","filters":{"venue":"International Journal of Information Sciences and Techniques"},"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/751ca49f7e8e","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Information+Sciences+and+Techniques"},"results":[{"id":"W4417145590","doi":"10.5121/ijist.2025.15601","title":"REVISITING IT PROJECT UNCERTAINTY: OPERATIONALIZING THE SAMBAMURTHY–ZMUD MODEL FOR DE-RISKING DIGITAL TRANSFORMATION PROJECTS","year":2025,"lang":"","type":"article","venue":"International Journal of Information Sciences and Techniques","topic":"Construction Project Management and Performance","field":"Decision Sciences","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":"Simon Fraser University","funders":"","keywords":"Operationalization; Deliverable; Sociotechnical system; CLARITY; Ambiguity; Stakeholder; Project management; Digital transformation; Artifact (error)","score_opus":0.07995584967867796,"score_gpt":0.413902848755393,"score_spread":0.33394699907671505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417145590","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025026994,0.00029865195,0.93458736,0.023879506,0.0009568273,0.0011670069,0.00008717391,0.000037005306,0.013959491],"genre_scores_gemma":[0.97786593,0.0013345353,0.01761526,0.0025083302,0.00028347343,0.00005264073,0.00001322805,0.000004932802,0.00032168595],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9956156,0.00008809719,0.0021690282,0.00021021845,0.0016212282,0.00029584413],"domain_scores_gemma":[0.9946088,0.00079798995,0.0016226707,0.0001499772,0.002771139,0.000049404567],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008775037,0.00023129313,0.00030012743,0.0017902371,0.0010162351,0.00570291,0.001452357,0.000110713096,0.000022439193],"category_scores_gemma":[0.0017699372,0.00015184653,0.0002386986,0.0011152088,0.0004437059,0.011684251,0.00020029338,0.0002883212,0.0000020327757],"study_design_candidate":"design_other","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":[0.00020687073,0.000019481664,0.0013305966,0.000075229786,0.00009911199,5.2460723e-7,0.011391785,0.0041326974,0.000041222276,0.071222425,0.0036521265,0.9078279],"study_design_scores_gemma":[0.00058931275,0.00014859643,0.00012655974,0.0008308879,0.000047342168,0.000109868604,0.012534264,0.8565802,0.00060522323,0.019444078,0.108778626,0.00020502556],"about_ca_topic_score_codex":0.000041943364,"about_ca_topic_score_gemma":0.000012480341,"teacher_disagreement_score":0.9528389,"about_ca_system_score_codex":0.00019813298,"about_ca_system_score_gemma":0.0015064884,"threshold_uncertainty_score":0.99532926},"labels":[],"label_agreement":null}]}