{"id":"W1751076533","doi":"10.1038/526506d","title":"Interdisciplinarity: Resources abound","year":2015,"lang":"en","type":"letter","venue":"Nature","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01788162,0.001210043,0.002629677,0.001079549,0.01689877,0.01846579,0.005928815,0.2321553,0.01491349],"category_scores_gemma":[0.08475593,0.00203356,0.002730837,0.001416528,0.01875822,0.01237218,0.01075404,0.1689143,0.008915895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108111,"about_ca_system_score_gemma":0.02404492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166847,"about_ca_topic_score_gemma":0.02946129,"domain_scores_codex":[0.9824004,0.004635457,0.001737377,0.002758245,0.005271967,0.003196564],"domain_scores_gemma":[0.9339676,0.04129876,0.003171243,0.002248405,0.005810634,0.01350337],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004117547,0.00004504589,0.0004644401,0.00007418783,0.00003077219,0.001508718,0.0004725942,0.0001066363,0.0001862096,0.01837707,0.9703717,0.008321443],"study_design_scores_gemma":[0.0001425757,0.00006012525,0.001005543,0.0006455221,0.00005453487,0.001364826,0.001844519,0.0008083695,0.0002215542,0.08399041,0.9097286,0.0001334021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001106323,0.0005065304,0.00008699651,0.9910588,0.006923463,0.000006160513,0.000008639547,0.000007881333,0.001290819],"genre_scores_gemma":[0.001496836,0.0003149233,0.0001168575,0.981835,0.01382415,0.00002105977,0.000005840835,0.000009079288,0.002376111],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9821184,"threshold_uncertainty_score":0.09456813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0798143796726749,"score_gpt":0.4357763203417135,"score_spread":0.3559619406690386,"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."}}