{"id":"W2916578373","doi":"10.1289/isesisee.2018.o01.03.30","title":"Interdisciplinary Research in Assessing Relationships between Environmental Mixtures and Birth Outcomes: What Are the Essential Components for Collaboration?","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Thematic analysis; Context (archaeology); Knowledge management; Process (computing); Focus group; Knowledge translation; Qualitative research; Psychology; Computer science; Sociology","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":["metaresearch"],"category_scores_codex":[0.209825,0.0008464588,0.002298566,0.0090327,0.01201553,0.02531785,0.004318332,0.005066785,0.003765571],"category_scores_gemma":[0.2609901,0.001438825,0.001897908,0.01083321,0.02144864,0.02556434,0.02398795,0.005323424,0.0007271809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009143834,"about_ca_system_score_gemma":0.02747181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004193794,"about_ca_topic_score_gemma":0.006678791,"domain_scores_codex":[0.690191,0.2662106,0.01405746,0.007450555,0.01644174,0.00564859],"domain_scores_gemma":[0.5280142,0.382735,0.03252146,0.01467771,0.02477281,0.01727887],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001622806,0.0006136957,0.1048307,0.01096536,0.0005023891,0.001049808,0.5594509,0.0005335652,0.0007579413,0.05247544,0.003989662,0.2646683],"study_design_scores_gemma":[0.00008287122,0.0005580118,0.06058394,0.0243693,0.000418376,0.001584575,0.7411886,0.001143013,0.001044617,0.1284143,0.04039285,0.000219453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4621536,0.1036737,0.1239033,0.2111656,0.002170075,0.003361165,0.000430885,0.0002741322,0.09286749],"genre_scores_gemma":[0.8736307,0.025747,0.08882375,0.00691642,0.0003868751,0.003021966,0.00017321,0.00008324951,0.001216828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.790175,"threshold_uncertainty_score":0.9744264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3106539851855747,"score_gpt":0.5127637005019298,"score_spread":0.202109715316355,"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."}}