{"id":"W4256283290","doi":"10.26522/ti.v5i1.1339","title":"... TIPS","year":2016,"lang":"en","type":"article","venue":"ti<","topic":"Spanish Culture and Identity","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[0.002552116,0.001121243,0.0005633227,0.001203634,0.004149139,0.00814552,0.002313719,0.005500393,0.234952],"category_scores_gemma":[0.01812765,0.000349052,0.001004109,0.0006790982,0.002902473,0.009986204,0.005869215,0.01028359,0.1318509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002514456,"about_ca_system_score_gemma":0.002707747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009170501,"about_ca_topic_score_gemma":0.0143527,"domain_scores_codex":[0.9965612,0.000840379,0.0001393578,0.0005135239,0.001292343,0.0006532214],"domain_scores_gemma":[0.9910396,0.001711699,0.0002645104,0.000804077,0.00434314,0.001837059],"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":[0.000009715654,0.00001507993,0.00006678588,0.00003866738,0.000001472059,0.00004036108,0.0002413457,0.0000161425,0.00006524142,0.006695208,0.978936,0.01387412],"study_design_scores_gemma":[0.000006035115,0.000005104591,0.0001288559,0.0001226737,0.000001287317,0.00005087151,0.0008452408,0.00002024598,0.00008017888,0.00466903,0.9940613,0.000009228712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007679175,0.004404824,0.004746228,0.7139801,0.06445619,0.0001001955,0.0008518379,0.00154815,0.2091446],"genre_scores_gemma":[0.01291074,0.004862927,0.004646122,0.2561062,0.02288108,0.000226273,0.0007505243,0.001522789,0.6960934],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.765048,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845470757790927,"score_gpt":0.1901378218821281,"score_spread":0.1616831143042189,"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."}}