{"id":"W2141164305","doi":"10.4033/iee.2013.6.11.c","title":"The Research Derby: A potentially important tool for bridging interdisciplinary boundaries","year":2013,"lang":"en","type":"article","venue":"Ideas in Ecology and Evolution","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Computer science; Psychology; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04755289,0.0008399445,0.001110587,0.00371416,0.005901953,0.0108918,0.002428105,0.004024561,0.07586497],"category_scores_gemma":[0.1004021,0.0008722346,0.0006899879,0.003713427,0.0120526,0.02159196,0.01365931,0.003750084,0.01618771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274225,"about_ca_system_score_gemma":0.007169007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116554,"about_ca_topic_score_gemma":0.002458297,"domain_scores_codex":[0.977595,0.01725896,0.001383965,0.001273662,0.001978086,0.0005102085],"domain_scores_gemma":[0.8702631,0.07223249,0.005565092,0.03460508,0.009778026,0.007556179],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003099747,0.00008028051,0.001142503,0.0003463,0.00002601816,0.0001878958,0.00222735,0.000522755,0.002405851,0.6795111,0.1141409,0.199099],"study_design_scores_gemma":[0.00009483684,0.00008304397,0.0005460492,0.0004131387,0.00002108934,0.0002816282,0.001842864,0.002105295,0.00163555,0.3896839,0.6032349,0.00005760786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00895681,0.002254168,0.5824941,0.132341,0.007123719,0.00062262,0.0005394868,0.00430044,0.2613676],"genre_scores_gemma":[0.2102551,0.002785895,0.6409729,0.02917144,0.002508134,0.003397228,0.0005970989,0.002748916,0.1075633],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9524471,"threshold_uncertainty_score":0.2537936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05257997592333449,"score_gpt":0.4205522254637281,"score_spread":0.3679722495403935,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}