{"id":"W4245291276","doi":"10.26522/ti.v2i1.767","title":"Rehkitz","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002667761,0.001300035,0.0006570792,0.002068099,0.001023482,0.003405772,0.001408206,0.00122587,0.9111738],"category_scores_gemma":[0.001513659,0.00057424,0.0007282395,0.0009050235,0.0004467165,0.002435081,0.002955891,0.001335738,0.8572513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005309453,"about_ca_system_score_gemma":0.0006472582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002805674,"about_ca_topic_score_gemma":0.004963865,"domain_scores_codex":[0.9997415,0.00001836488,0.000006893118,0.00004305077,0.0001408814,0.00004932328],"domain_scores_gemma":[0.9995077,0.00008148085,0.00001793257,0.0001291902,0.0001595589,0.0001041707],"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":[0.0001001005,0.00003765638,0.0001135619,0.000158193,0.00000595848,0.00005695354,0.00006804172,0.00009266955,0.001653507,0.002058918,0.8646441,0.1310104],"study_design_scores_gemma":[0.00002937107,0.00001298765,0.0004896371,0.00007543161,0.000005786595,0.0001316194,0.00007197404,0.0002530968,0.001933965,0.001861075,0.9951184,0.00001666019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007467521,0.0002493154,0.004898137,0.000620449,0.0006349267,0.000118018,0.009096727,0.03708368,0.946552],"genre_scores_gemma":[0.004691725,0.0003031492,0.003029743,0.0004671456,0.000153364,0.00008278189,0.009402777,0.01179609,0.9700733],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08882618,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00906199115897281,"score_gpt":0.2112116651585081,"score_spread":0.2021496739995353,"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."}}