{"id":"W2406701512","doi":"","title":"Kontextspezifische Erhebung von aufgabenbezogenem Informationssuchverhalten - Entwicklung eines modellbasierten Online-Fragebogens am Beispiel studentischen Informationssuchverhaltens.","year":2011,"lang":"de","type":"article","venue":"Ingénierie des systèmes d information","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009015762,0.0006197557,0.0005085495,0.001610049,0.0006900662,0.005558451,0.001013376,0.001802616,0.0129136],"category_scores_gemma":[0.0562048,0.0004254658,0.0009246203,0.001331211,0.001141434,0.00547487,0.002103925,0.001793164,0.001567263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868526,"about_ca_system_score_gemma":0.001749257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002994174,"about_ca_topic_score_gemma":0.002248784,"domain_scores_codex":[0.9937412,0.004162611,0.0002557929,0.0006779475,0.0008780115,0.0002844522],"domain_scores_gemma":[0.9531574,0.03895195,0.00227433,0.002419803,0.002441935,0.0007545774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006041347,0.006442699,0.1291944,0.004436346,0.0008632329,0.000944114,0.03436803,0.08980319,0.01726401,0.1269181,0.01339659,0.570328],"study_design_scores_gemma":[0.00090699,0.004625245,0.1123164,0.002680422,0.001591189,0.0009706957,0.03230579,0.512351,0.03901105,0.2447509,0.04806716,0.000423203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7656869,0.002402168,0.1691871,0.003822016,0.0002142823,0.001339727,0.002037535,0.001001066,0.05430909],"genre_scores_gemma":[0.9702041,0.0003838131,0.02518771,0.0001260968,0.00001290269,0.0004090188,0.0004081324,0.00005585649,0.003212231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0129136,"threshold_uncertainty_score":0.0476805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535852440898544,"score_gpt":0.2983215279655984,"score_spread":0.244736283875744,"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."}}