{"id":"W4232585321","doi":"10.26522/ti.v2i1.745","title":"Klap","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":1,"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":[0.001335521,0.00133584,0.001174592,0.005319274,0.001521261,0.0077831,0.002354437,0.001913616,0.9118836],"category_scores_gemma":[0.01631798,0.0005455145,0.001269896,0.003310287,0.0007744838,0.00287382,0.003602812,0.001929511,0.8394855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377694,"about_ca_system_score_gemma":0.003626836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00584386,"about_ca_topic_score_gemma":0.006218731,"domain_scores_codex":[0.998447,0.0001998537,0.0001671376,0.0001928163,0.0007879732,0.000205312],"domain_scores_gemma":[0.9940203,0.001474244,0.0002657512,0.0006462186,0.003044843,0.0005485424],"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":[0.00003422605,0.00001444564,0.00007182917,0.0002824296,0.000005450617,0.00003703437,0.00002076844,0.00003247387,0.00005317009,0.001118497,0.9785514,0.01977819],"study_design_scores_gemma":[0.00003423617,0.000007655634,0.0003110965,0.0003683943,0.000006794681,0.00006425174,0.00006058141,0.0000536122,0.0002051925,0.002714534,0.996161,0.00001266703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006145665,0.00154264,0.002610333,0.01022473,0.01898661,0.0007667827,0.2521474,0.009082189,0.7040247],"genre_scores_gemma":[0.004374157,0.001362556,0.002204095,0.006244886,0.002935335,0.001112049,0.09808582,0.005850855,0.8778302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08811641,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190396468349396,"score_gpt":0.2562367745877018,"score_spread":0.2443328099042079,"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."}}