{"id":"W2972100592","doi":"","title":"COLLABORATION BETWEEN THE DESIGN INDUSTRY AND DESIGN EDUCATIONS MANAGED BY A THIRD PARTY ORGANISATION","year":2018,"lang":"en","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Third party; Business; Engineering management; Knowledge management; Engineering; Computer science; Internet privacy","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":[],"consensus_categories":[],"category_scores_codex":[0.02158064,0.0006556004,0.000668507,0.00265413,0.006149526,0.008657587,0.001368794,0.002235051,0.01577384],"category_scores_gemma":[0.01664884,0.0004956484,0.001140334,0.002986568,0.002512679,0.003688242,0.01634356,0.002370289,0.003512666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004322325,"about_ca_system_score_gemma":0.01169006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001964723,"about_ca_topic_score_gemma":0.003040022,"domain_scores_codex":[0.9689315,0.01626293,0.001299157,0.003142559,0.005615499,0.004748242],"domain_scores_gemma":[0.9396213,0.02573441,0.004037091,0.0123541,0.006794215,0.01145896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001310767,0.004891813,0.07055611,0.001585189,0.0004559393,0.002862739,0.09253364,0.0044144,0.01695672,0.05474675,0.01367082,0.7360151],"study_design_scores_gemma":[0.0004898183,0.003411488,0.1283464,0.001257724,0.0002413746,0.002443668,0.1658256,0.007133737,0.01730156,0.02847923,0.6447208,0.0003486131],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7277484,0.002156277,0.1085139,0.003490267,0.00044057,0.001261989,0.0003205331,0.0006683937,0.1553996],"genre_scores_gemma":[0.9410269,0.0003007159,0.02943681,0.000360403,0.00005082751,0.0004574441,0.0003223826,0.0001510443,0.02789342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02158064,"threshold_uncertainty_score":0.1141307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075690568706912,"score_gpt":0.2450262333914586,"score_spread":0.2242693277043895,"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."}}