{"id":"W7135467365","doi":"","title":"Ko-produktion von Wissen. Herausforderung für Kommunen und Forschung","year":2015,"lang":"de","type":"article","venue":"WU Research","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Government (linguistics); Context (archaeology); Work (physics); Order (exchange)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01637189,0.0002441894,0.0003417131,0.0003945142,0.00241251,0.0004174997,0.001184679,0.0009166706,0.0001957785],"category_scores_gemma":[0.002908054,0.0002516465,0.0001333305,0.003897452,0.002023681,0.0005307609,0.0004498058,0.001821448,0.00131427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054354,"about_ca_system_score_gemma":0.001483534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009732748,"about_ca_topic_score_gemma":0.003250124,"domain_scores_codex":[0.9936474,0.001208846,0.0005336832,0.0007149289,0.002321332,0.001573821],"domain_scores_gemma":[0.995753,0.0003427667,0.0001520671,0.0008904905,0.002564274,0.0002973961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001551628,0.0005989554,0.02211875,0.0001946842,0.0004066385,0.00003575495,0.1224627,0.00002434949,0.001429442,0.4033763,0.4145434,0.0346539],"study_design_scores_gemma":[0.0008230594,0.0003455713,0.002018449,0.00009088093,0.00003421185,9.779133e-7,0.0803984,0.0005238756,0.0009715306,0.04469699,0.8696985,0.0003975591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6701888,0.03259881,0.0004928817,0.1164802,0.006086678,0.003277713,0.00003935287,0.0007818297,0.1700536],"genre_scores_gemma":[0.9682547,0.00347225,0.0005429961,0.0002302381,0.002445407,0.00008068881,0.00006890314,0.00005368403,0.02485114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4551551,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2041672672049646,"score_gpt":0.5007413900824507,"score_spread":0.296574122877486,"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."}}