{"meta":{"query_hash":"3012d78b0a17","filters":{"venue":"Disaster Advances"},"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/3012d78b0a17","api":"https://metacan.xera.ac/api/v1/cohort?venue=Disaster+Advances"},"results":[{"id":"W4220917256","doi":"10.25303/1503da4961","title":"TRAM: A Graphical User Interface for Risk Analysis in the Underground Coal Mines","year":2022,"lang":"en","type":"article","venue":"Disaster Advances","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Coal mining; Graphical user interface; Analytic hierarchy process; Engineering; Risk assessment; Hazard; Risk analysis (engineering); Ranking (information retrieval); Risk management; Civil engineering; Transport engineering; Operations research; Coal; Computer science; Waste management; Computer security; Business; Artificial intelligence","score_opus":0.061801323723386675,"score_gpt":0.48347302941643067,"score_spread":0.421671705693044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220917256","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":[0.016401203,0.0008407164,0.7147812,0.00085358095,0.00021466259,0.0011567732,0.011499082,0.23892577,0.015327054],"genre_scores_gemma":[0.1260763,0.0011715564,0.8202987,0.0012429885,0.00018969459,0.0033677735,0.010857385,0.012882887,0.023912659],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924076,0.0002535294,0.00008922767,0.000094411334,0.0002677393,0.00005427903],"domain_scores_gemma":[0.99624556,0.0027535444,0.00018339595,0.00020329762,0.0004507635,0.0001634415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021575503,0.0017812669,0.00092593307,0.002339991,0.00028372888,0.0014432438,0.0019318057,0.0014028717,0.051009],"category_scores_gemma":[0.0074123405,0.00046200733,0.001110852,0.0010216302,0.0003255345,0.0018126242,0.0018269054,0.0011791409,0.009843352],"study_design_candidate":"simulation_or_modeling","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":[0.0026585085,0.0006396929,0.0043540634,0.0038505788,0.00029433434,0.002584865,0.0032805915,0.018141352,0.048384957,0.021224486,0.32203847,0.572548],"study_design_scores_gemma":[0.0013090402,0.0012074232,0.01379449,0.0017666543,0.0002485974,0.0038130502,0.0007414687,0.26071367,0.02661764,0.028571108,0.66065663,0.00056030304],"about_ca_topic_score_codex":0.00076902943,"about_ca_topic_score_gemma":0.0008216109,"teacher_disagreement_score":0.051009,"about_ca_system_score_codex":0.000328438,"about_ca_system_score_gemma":0.0007111927,"threshold_uncertainty_score":0.17064208},"labels":[],"label_agreement":null},{"id":"W4414851853","doi":"10.25303/1811da065075","title":"Offshore Wind Turbine Towers in India: Design considerations, Technological Advancements, Challenges and Opportunities","year":2025,"lang":"en","type":"article","venue":"Disaster Advances","topic":"Vibration and Dynamic Analysis","field":"Engineering","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":"Offshore wind power; Wind power; Renewable energy; Work (physics); Turbine; Government (linguistics); Investment (military); Exploit","score_opus":0.02957099862230351,"score_gpt":0.25021270431858994,"score_spread":0.22064170569628644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414851853","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80384475,0.0052752323,0.046629954,0.002657947,0.0003761062,0.00027768975,0.00085538503,0.00069190114,0.13939103],"genre_scores_gemma":[0.97210085,0.0023450428,0.011569026,0.00008959375,0.000026611413,0.00005073206,0.00019436423,0.000045583954,0.01357817],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995559,0.000129781,0.000026235179,0.00004636297,0.00016097132,0.00008077544],"domain_scores_gemma":[0.999483,0.00015910059,0.00006230118,0.00007006921,0.00016165308,0.00006378171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004990791,0.0002770329,0.0002636427,0.000653623,0.00092339265,0.0015554596,0.0007922001,0.00070066506,0.0036230106],"category_scores_gemma":[0.00061799766,0.00027079007,0.00041441803,0.0011097408,0.0004575987,0.00084151817,0.0005235788,0.0003902696,0.0013392811],"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":[0.0009813128,0.00049751095,0.09554714,0.003342626,0.00011050218,0.009536889,0.004506322,0.1763092,0.13161948,0.044237047,0.01787111,0.5154408],"study_design_scores_gemma":[0.00021218586,0.0047991457,0.30621737,0.0010825582,0.00064217916,0.01198289,0.029164394,0.15381858,0.07226214,0.01260675,0.40676993,0.00044185936],"about_ca_topic_score_codex":0.0057533714,"about_ca_topic_score_gemma":0.01870812,"teacher_disagreement_score":0.0057533714,"about_ca_system_score_codex":0.0009164586,"about_ca_system_score_gemma":0.0010192236,"threshold_uncertainty_score":0.012120187},"labels":[],"label_agreement":null}]}