{"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 innovation 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02828059,0.0001111638,0.0001980935,0.0008432513,0.0006103746,0.0001535405,0.0006597162,0.00006203833,0.0001240092],"category_scores_gemma":[0.0002260592,0.00007382639,0.00004447367,0.004866763,0.0001387617,0.0004700625,0.0003199762,0.0006177562,0.00009466134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006154831,"about_ca_system_score_gemma":0.0000395138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005102091,"about_ca_topic_score_gemma":0.0004730734,"domain_scores_codex":[0.9973594,0.000662723,0.0009589497,0.0001316199,0.0004934082,0.0003939287],"domain_scores_gemma":[0.99728,0.0004531367,0.0005005408,0.0004167445,0.001337988,0.00001160363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003332263,0.0008615014,0.01603041,0.0001772057,0.00007937705,0.000001089191,0.02571799,0.0001157212,0.007643643,0.9156015,0.01711778,0.01632054],"study_design_scores_gemma":[0.002837124,0.000105511,0.3859736,0.0003058884,0.00004868124,0.00001592635,0.06953427,0.00993331,0.0008890269,0.05905499,0.4706097,0.0006919392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8582481,0.0001703146,0.05763746,0.0391103,0.0008530417,0.0008577721,0.000003478032,0.00004189504,0.04307764],"genre_scores_gemma":[0.9930942,0.000006735222,0.002292931,0.003588259,0.0007361139,0.00003554992,0.00002686366,0.0000136144,0.0002057217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8565465,"threshold_uncertainty_score":0.9801544,"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."}}