{"id":"W2401150166","doi":"","title":"Mittendrin statt nur dabei - Informationswissenschaftliche Forschungsarbeiten und -projekte von Studierenden.","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":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0007184725,0.0009057008,0.0008322599,0.001037889,0.00232447,0.003266387,0.0009256916,0.0004332939,0.003454519],"category_scores_gemma":[0.0001494005,0.0008263663,0.0003599354,0.0005853047,0.0008117077,0.03468764,0.0003843959,0.0006309125,0.006814179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003711847,"about_ca_system_score_gemma":0.0003452674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695869,"about_ca_topic_score_gemma":0.0002440861,"domain_scores_codex":[0.9942799,0.0001533947,0.003120083,0.000317372,0.0009387651,0.001190527],"domain_scores_gemma":[0.9952146,0.000131429,0.002077174,0.0008921585,0.001303067,0.0003816137],"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":[0.0002884231,0.0001373679,0.0006648875,0.002177034,0.001264972,0.000005127427,0.5970063,0.00003508726,0.000003247366,0.3285938,0.01599721,0.05382651],"study_design_scores_gemma":[0.001540457,0.000700638,0.004385019,0.0005587676,0.0005682987,0.00001701158,0.1452941,0.004384266,0.0002672952,0.009119809,0.8318231,0.001341263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1244873,0.008928208,0.003825978,0.0004855691,0.008941584,0.003465645,0.00230565,0.00145154,0.8461085],"genre_scores_gemma":[0.9829001,0.001645927,0.002645472,0.003273393,0.001700247,0.0003310722,0.003519372,0.0001239422,0.003860428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8584129,"threshold_uncertainty_score":0.9994187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04295457515143886,"score_gpt":0.239595392875061,"score_spread":0.1966408177236222,"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."}}