{"meta":{"query_hash":"8a799f2a0cb5","filters":{"venue":"International Journal of Forensic Engineering and Management"},"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/8a799f2a0cb5","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Forensic+Engineering+and+Management"},"results":[{"id":"W4385244088","doi":"10.1504/ijfem.2023.10057934","title":"Bridging forensic sciences and management: forensic assessment of technologies effectiveness pre-acquisition index for forensic sciences laboratories","year":2023,"lang":"en","type":"article","venue":"International Journal of Forensic Engineering and Management","topic":"Technology Assessment and Management","field":"Engineering","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":"Université du Québec à Trois-Rivières","funders":"","keywords":"Forensic science; Index (typography); Bridging (networking); Computer science; Data science; Biology; Computer security; World Wide Web; Genetics","score_opus":0.00801988221821849,"score_gpt":0.2738447125334476,"score_spread":0.26582483031522913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385244088","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":[0.44639,0.006682032,0.15715411,0.00928514,0.0008189671,0.0022635602,0.02336998,0.0017125614,0.35232374],"genre_scores_gemma":[0.8510012,0.0028085127,0.1203622,0.0003958066,0.00033017196,0.0011588335,0.0078564165,0.00012949415,0.01595733],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9926279,0.0012208755,0.00084322674,0.00028153986,0.0047289883,0.00029750832],"domain_scores_gemma":[0.9783408,0.007052983,0.00559537,0.0010852976,0.006866354,0.0010592971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006752914,0.0006770313,0.000573557,0.013757607,0.00095522846,0.004191091,0.000906735,0.0009516598,0.009397938],"category_scores_gemma":[0.027006332,0.0001949802,0.0003994792,0.0068524564,0.0011440881,0.0039373385,0.002630479,0.0008992703,0.002225132],"study_design_candidate":"observational","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":[0.0004011603,0.00056949805,0.16198465,0.001763893,0.00019357855,0.00021928776,0.0019791164,0.003958712,0.006344276,0.030592596,0.065228395,0.7267648],"study_design_scores_gemma":[0.00005107266,0.0011771978,0.63840294,0.0014780846,0.00028497618,0.0015711674,0.008308096,0.026841454,0.025251046,0.049932692,0.24642116,0.00028016983],"about_ca_topic_score_codex":0.0011008427,"about_ca_topic_score_gemma":0.0019279849,"teacher_disagreement_score":0.013757607,"about_ca_system_score_codex":0.0019869967,"about_ca_system_score_gemma":0.0027587255,"threshold_uncertainty_score":0.035713196},"labels":[],"label_agreement":null},{"id":"W4391457403","doi":"10.1504/ijfem.2023.136362","title":"Workflow for accurate injury reconstruction in forensic investigations","year":2023,"lang":"en","type":"article","venue":"International Journal of Forensic Engineering and Management","topic":"Autopsy Techniques and Outcomes","field":"Medicine","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":"MAB-Mackay Rehabilitation Centre","funders":"","keywords":"Workflow; Forensic science; Computer science; Forensic engineering; Data science; Engineering; Medicine; Database","score_opus":0.017265109232323727,"score_gpt":0.28858508303249386,"score_spread":0.27131997380017014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391457403","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":[0.011774861,0.0020284196,0.9196327,0.006243981,0.0009802931,0.008275915,0.0032571685,0.02212175,0.025684848],"genre_scores_gemma":[0.031109365,0.0014257075,0.9519572,0.0010472493,0.00028365708,0.0028818655,0.0024207826,0.0013700934,0.0075039775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98906076,0.0044261566,0.001769784,0.0013652049,0.0026016906,0.0007764769],"domain_scores_gemma":[0.97461987,0.007940516,0.0017000529,0.0048412685,0.00828676,0.002611529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022131594,0.001988465,0.0015130665,0.007013151,0.0035680449,0.0069092116,0.0034563572,0.002624109,0.026027435],"category_scores_gemma":[0.034227658,0.0013460213,0.0022034633,0.0024085885,0.0013276481,0.0028326388,0.0070906687,0.0031495597,0.020397237],"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":[0.0007972725,0.00069860293,0.00996203,0.0018309306,0.00013804565,0.004652233,0.009979149,0.009271749,0.01359535,0.017876497,0.087948434,0.84324974],"study_design_scores_gemma":[0.00042704257,0.0007927874,0.032683086,0.008073864,0.00026914413,0.014108151,0.007291648,0.05752685,0.029600346,0.09289836,0.755302,0.0010266782],"about_ca_topic_score_codex":0.0075257733,"about_ca_topic_score_gemma":0.0092385365,"teacher_disagreement_score":0.026027435,"about_ca_system_score_codex":0.0032268493,"about_ca_system_score_gemma":0.01732875,"threshold_uncertainty_score":0.11704445},"labels":[],"label_agreement":null},{"id":"W4391457406","doi":"10.1504/ijfem.2023.136381","title":"Bridging forensic sciences and management: forensic assessment of technologies effectiveness pre-acquisition index for forensic sciences laboratories","year":2023,"lang":"en","type":"article","venue":"International Journal of Forensic Engineering and Management","topic":"Technology Assessment and Management","field":"Engineering","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":"Université du Québec à Trois-Rivières","funders":"","keywords":"Forensic science; Bridging (networking); Forensic psychology; Computer science; Psychology; Medicine; Computer security; Criminology","score_opus":0.00801988221821849,"score_gpt":0.2738447125334476,"score_spread":0.26582483031522913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391457406","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":[0.44639,0.006682032,0.15715411,0.00928514,0.0008189671,0.0022635602,0.02336998,0.0017125614,0.35232374],"genre_scores_gemma":[0.8510012,0.0028085127,0.1203622,0.0003958066,0.00033017196,0.0011588335,0.0078564165,0.00012949415,0.01595733],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926279,0.0012208755,0.00084322674,0.00028153986,0.0047289883,0.00029750832],"domain_scores_gemma":[0.9783408,0.007052983,0.00559537,0.0010852976,0.006866354,0.0010592971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006752914,0.0006770313,0.000573557,0.013757607,0.00095522846,0.004191091,0.000906735,0.0009516598,0.009397938],"category_scores_gemma":[0.027006332,0.0001949802,0.0003994792,0.0068524564,0.0011440881,0.0039373385,0.002630479,0.0008992703,0.002225132],"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":[0.0004011603,0.00056949805,0.16198465,0.001763893,0.00019357855,0.00021928776,0.0019791164,0.003958712,0.006344276,0.030592596,0.065228395,0.7267648],"study_design_scores_gemma":[0.00005107266,0.0011771978,0.63840294,0.0014780846,0.00028497618,0.0015711674,0.008308096,0.026841454,0.025251046,0.049932692,0.24642116,0.00028016983],"about_ca_topic_score_codex":0.0011008427,"about_ca_topic_score_gemma":0.0019279849,"teacher_disagreement_score":0.013757607,"about_ca_system_score_codex":0.0019869967,"about_ca_system_score_gemma":0.0027587255,"threshold_uncertainty_score":0.035713196},"labels":[],"label_agreement":null}]}