{"id":"W4391524350","doi":"10.59350/p0h3p-tg289","title":"Aufmunterer. Brauchen wir ihn?","year":2013,"lang":"de","type":"preprint","venue":"","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024326,0.0006013962,0.0007337117,0.0001764015,0.0006374503,0.005574048,0.001018265,0.0003972907,0.3314933],"category_scores_gemma":[0.00002201798,0.0004545631,0.000396034,0.00003861551,0.0002883521,0.002538332,0.001488667,0.0006948248,0.059635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004629195,"about_ca_system_score_gemma":0.0001552622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673529,"about_ca_topic_score_gemma":0.0002934471,"domain_scores_codex":[0.9966277,0.00005963035,0.001913097,0.0004447972,0.0004192081,0.0005356051],"domain_scores_gemma":[0.9969074,0.00008444695,0.001518793,0.0009214043,0.0003490161,0.000218978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001308559,0.00005554011,0.00007934166,0.0005567059,0.0002624207,9.596697e-7,0.03920035,0.00001165898,7.164903e-7,0.6289823,0.3286881,0.002148831],"study_design_scores_gemma":[0.000302487,0.00006754253,0.0003536459,0.0001855479,0.00007374668,0.000001321892,0.01500154,0.002326048,0.00004113231,0.01013996,0.970853,0.0006540598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02412119,0.001425792,0.00006376591,0.00502191,0.005201187,0.0007620009,0.000232369,0.0003596148,0.9628122],"genre_scores_gemma":[0.3056021,0.002164241,0.0007586057,0.02502772,0.009325047,0.0002190048,0.002233656,0.0001371371,0.6545325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6421649,"threshold_uncertainty_score":0.9997906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724664977332856,"score_gpt":0.2182057865668828,"score_spread":0.1809591367935542,"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."}}