{"id":"W2407978270","doi":"","title":"Wissenschaft trifft Praxis - Der 1. ISI-Praxis-Track als Plattform für den Austausch zwischen informationswissenschaftlicher Forschung und Erfahrungen der Informationsarbeit in der Praxis.","year":2011,"lang":"de","type":"article","venue":"Ingénierie des systèmes d information","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.002147517,0.0016528,0.001539589,0.002600074,0.0023742,0.004882956,0.001478664,0.001293856,0.005366613],"category_scores_gemma":[0.0006036488,0.001591627,0.0005587555,0.001466789,0.0009474846,0.07046295,0.0006670424,0.001500843,0.006792548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008714541,"about_ca_system_score_gemma":0.001026265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00315572,"about_ca_topic_score_gemma":0.001410665,"domain_scores_codex":[0.9888434,0.0002688796,0.006508559,0.0005609584,0.001636112,0.002182022],"domain_scores_gemma":[0.9916816,0.000395758,0.003671132,0.001482942,0.002071631,0.0006969683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0010328,0.0004513677,0.005555359,0.005561449,0.003437445,0.00002085805,0.7462494,0.001370762,0.00001779215,0.1875935,0.01999387,0.02871536],"study_design_scores_gemma":[0.005734073,0.0007777878,0.01747118,0.001782152,0.001533033,0.0001120805,0.1087558,0.02575088,0.001619739,0.007420721,0.8252143,0.003828255],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3989654,0.01613759,0.007076765,0.001470013,0.005978863,0.01015117,0.001888372,0.00197947,0.5563523],"genre_scores_gemma":[0.9820454,0.001162269,0.004953532,0.003898827,0.001039019,0.0006798856,0.003769615,0.0001936435,0.002257863],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8052204,"threshold_uncertainty_score":0.9996219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589325639871586,"score_gpt":0.2631225542335713,"score_spread":0.2272292978348555,"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."}}