{"id":"W3011217747","doi":"","title":"Rezension von: Martin Eugen Gallmann (2018) 'Unschärfe in der Erziehungswissenschaft. Bilanzierung einer Wissensform'. Opladen, Berlin, Toronto: Budrich UniPress Ltd","year":2019,"lang":"de","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002687627,0.0006628927,0.000928833,0.0001341219,0.001282633,0.0002582081,0.001740674,0.0005042034,0.0002749795],"category_scores_gemma":[0.0001071953,0.0006000425,0.0001076572,0.0005812881,0.0005864879,0.001189109,0.001568736,0.0008183112,0.0004333663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594068,"about_ca_system_score_gemma":0.0002039594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02218432,"about_ca_topic_score_gemma":0.05284401,"domain_scores_codex":[0.9941565,0.001223383,0.0009599869,0.001575084,0.0005910216,0.001493997],"domain_scores_gemma":[0.9960635,0.001306269,0.0004845467,0.00159216,0.0001458027,0.0004077417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004119586,0.0003030591,0.7640126,0.0006510842,0.0006798246,0.00005096019,0.1934389,0.0003975871,0.0005841987,0.0005659073,0.03414539,0.004758443],"study_design_scores_gemma":[0.001642802,0.0002018671,0.5604596,0.001894976,0.0006261697,0.00002171061,0.1375458,0.02386347,0.00002977154,0.0009251945,0.2709968,0.001791915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448559,0.04106326,0.00002076372,0.002849757,0.00413383,0.000771935,0.0001755409,0.0001386478,0.005990317],"genre_scores_gemma":[0.9666113,0.02321479,0.0004227194,0.001051103,0.002518336,0.00003085657,0.001638525,0.0000751648,0.004437159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368514,"threshold_uncertainty_score":0.9996451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053600539772261,"score_gpt":0.2998589485860211,"score_spread":0.2793229431882985,"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."}}