{"id":"W3133749754","doi":"10.5771/1615-634x-2021-1-25","title":"Digitale Methoden: Zur Positionierung eines Ansatzes","year":2021,"lang":"de","type":"article","venue":"Medien & Kommunikationswissenschaft","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Visions of Science Network for Learning","funders":"","keywords":"Political science; Humanities; Art","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":[0.01611072,0.002348425,0.001210941,0.00552373,0.002836062,0.01692837,0.004912729,0.006846728,0.03007774],"category_scores_gemma":[0.03824364,0.001586108,0.002384318,0.00498559,0.01243504,0.02299407,0.01342467,0.01160092,0.009349458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006766607,"about_ca_system_score_gemma":0.005121754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002143977,"about_ca_topic_score_gemma":0.001752234,"domain_scores_codex":[0.9820649,0.009496148,0.001115913,0.002254619,0.004351047,0.0007172831],"domain_scores_gemma":[0.9803223,0.01222666,0.000580709,0.004222265,0.002102979,0.0005451058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001858962,0.00003532577,0.0001647556,0.0004463338,0.00003445037,0.0001142019,0.0008937421,0.000975683,0.0001950613,0.966006,0.002919469,0.02819629],"study_design_scores_gemma":[0.00003910939,0.00002810272,0.0001111816,0.001084743,0.00003291026,0.000224186,0.0008266592,0.0064106,0.0007429252,0.8138739,0.1765926,0.00003301759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004501909,0.01965179,0.788414,0.0238814,0.002933922,0.0004468806,0.000349541,0.0005915664,0.159229],"genre_scores_gemma":[0.1264818,0.03241025,0.7609191,0.005644834,0.001983529,0.00252608,0.001240603,0.001291661,0.06750216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03007774,"threshold_uncertainty_score":0.1006201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05087686484428865,"score_gpt":0.3766909377437357,"score_spread":0.325814072899447,"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."}}