{"id":"W2992418454","doi":"10.18445/20190201-130939-0","title":"Hochschulen der Zukunft: Anforderungen der Digitalisierung an Hochschulen, hochschulstrategische Prozesse und Hochschulbildungspolitik","year":2019,"lang":"de","type":"book","venue":"Open MIND","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.01132401,0.0003059892,0.0003377784,0.001987691,0.007451158,0.01124506,0.000867558,0.002006256,0.01796735],"category_scores_gemma":[0.01934947,0.0003560416,0.0003170393,0.003566928,0.007552465,0.009042856,0.004063013,0.003501506,0.001730879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02275334,"about_ca_system_score_gemma":0.0195023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06699844,"about_ca_topic_score_gemma":0.09173101,"domain_scores_codex":[0.98748,0.006469564,0.0004642328,0.00100489,0.00282922,0.001752013],"domain_scores_gemma":[0.9829431,0.01022695,0.001021625,0.0005872379,0.002865865,0.002355253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009806125,0.0001533641,0.01812046,0.0005875208,0.00001823033,0.0005176064,0.7679408,0.0004289099,0.001472651,0.1218575,0.01848478,0.07031999],"study_design_scores_gemma":[0.00001528726,0.00005775268,0.04273512,0.0007781326,0.00001191037,0.0001514919,0.7308755,0.0003091469,0.0008942033,0.01043377,0.2136723,0.00006539127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6713452,0.004115257,0.008228827,0.0376837,0.0004368153,0.0004423742,0.000939056,0.00008153048,0.2767271],"genre_scores_gemma":[0.9661008,0.001535569,0.002034034,0.001364126,0.00003940923,0.0002407604,0.0001885827,0.00003290366,0.0284638],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06699844,"threshold_uncertainty_score":0.1650878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226000846720134,"score_gpt":0.4278451952600075,"score_spread":0.305245110587994,"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."}}