{"id":"W2158623787","doi":"","title":"Computer-mediated communication in ALICE-RAP: A methodology to enhance the quality of large-scale transdisciplinary research","year":2012,"lang":"en","type":"article","venue":"˜The œinnovation journal","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viewpoints; Cognitive reframing; Sociology; Public relations; Scale (ratio); Discipline; Alice (programming language); Diversity (politics); Agency (philosophy); Multidisciplinary approach; Engineering ethics; Psychology; Computer science; Social science; Political science; Engineering; Social psychology","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":[0.1507862,0.001752762,0.00144054,0.01164143,0.009718415,0.01223591,0.004146909,0.003287102,0.008738244],"category_scores_gemma":[0.1960498,0.001751418,0.001261098,0.007797801,0.01440334,0.009749795,0.02322205,0.003310193,0.001403724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005455669,"about_ca_system_score_gemma":0.009565528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009847287,"about_ca_topic_score_gemma":0.002888791,"domain_scores_codex":[0.6632866,0.3155577,0.005923628,0.005793331,0.007784532,0.001654207],"domain_scores_gemma":[0.52382,0.3887554,0.01922536,0.0405127,0.02324517,0.00444117],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000755864,0.00102512,0.005659835,0.004098063,0.0001218037,0.001200464,0.7007746,0.001022421,0.008621929,0.05674408,0.004850923,0.2151249],"study_design_scores_gemma":[0.001397725,0.002433491,0.01970646,0.009127266,0.0003931705,0.002010259,0.5298795,0.01542205,0.02569093,0.1163773,0.2768482,0.0007137623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.16931,0.001161427,0.7282502,0.006896249,0.0006037914,0.0418375,0.0007858638,0.001224811,0.0499302],"genre_scores_gemma":[0.2100325,0.0003800993,0.7315265,0.0007327388,0.0001503128,0.05325557,0.0001526348,0.0002424145,0.003527181],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8492138,"threshold_uncertainty_score":0.7974434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1922945103488141,"score_gpt":0.4494992262781456,"score_spread":0.2572047159293315,"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."}}