{"id":"W2702682102","doi":"","title":"Expert Interdisciplinary Work and Collaboration in the Research Network \"An Aging Society\" : Case study analysis in the context of the CIFAR (Canadian Institute for Advanced Research) funded research project \"Successful Interdisciplinarity\"","year":2010,"lang":"en","type":"article","venue":"Alexandria (UniSG) (University of St.Gallen)","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Foundation (evidence); Engineering ethics; Sociology; Grounded theory; Knowledge management; Engineering; Qualitative research; Computer science; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02455387,0.0003657206,0.0004929446,0.003287042,0.01465167,0.006160777,0.002076699,0.003660812,0.003015564],"category_scores_gemma":[0.02679989,0.0004637745,0.0004580783,0.003988143,0.006807683,0.004813285,0.005462833,0.001819753,0.000428765],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005255271,"about_ca_system_score_gemma":0.005715419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007129646,"about_ca_topic_score_gemma":0.01761852,"domain_scores_codex":[0.9523507,0.04148259,0.0007546649,0.001097341,0.001916282,0.002398475],"domain_scores_gemma":[0.949448,0.04317055,0.0019045,0.001575221,0.00185273,0.002048988],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002289618,0.000773611,0.01874435,0.0003444727,0.00003187357,0.008930857,0.922949,0.0007975807,0.0008649981,0.02151044,0.001809406,0.02301447],"study_design_scores_gemma":[0.00003101276,0.0001939414,0.005835814,0.0002133675,0.0000236439,0.002016833,0.9718186,0.001186809,0.0008561657,0.003122309,0.01466909,0.00003241924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729512,0.0003525915,0.006242226,0.001488604,0.00002763781,0.0005126312,0.00006388671,0.000009492635,0.0183518],"genre_scores_gemma":[0.9907644,0.00040728,0.006075722,0.0001850735,0.000009905445,0.000393946,0.00004743721,0.000008740565,0.002107456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9947447,"threshold_uncertainty_score":0.1298548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1885804320195,"score_gpt":0.481306663868604,"score_spread":0.292726231849104,"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."}}