{"id":"W7069157868","doi":"","title":"Skoliad: nº. 131","year":2011,"lang":"en","type":"article","venue":"Hispana","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CONTEST; Permission; Payment; Publication; Work (physics); Memorandum","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000077291,0.00006553942,0.0000829015,0.00003376021,0.00007852193,0.00002252725,0.0001306962,0.00003100404,0.01192244],"category_scores_gemma":[0.00002514141,0.00005557363,0.00004177174,0.00005483512,0.00003780399,0.0001266836,0.00003247342,0.00005074649,0.003368867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002006842,"about_ca_system_score_gemma":0.00001545549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184723,"about_ca_topic_score_gemma":0.0003024266,"domain_scores_codex":[0.999471,0.00001752665,0.00011676,0.0001456921,0.00008335012,0.0001656517],"domain_scores_gemma":[0.9996377,0.00001527199,0.00003533003,0.0002133215,0.00003407837,0.0000643253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003521058,0.0002107262,0.001391237,0.00001372691,0.00001075299,0.00003959783,0.002898238,0.000007804243,0.8465936,0.03534597,0.1113149,0.002138286],"study_design_scores_gemma":[0.0005326929,0.0001911694,0.03281027,0.00004861423,0.0000492627,0.00007478225,0.0005226926,0.0004038057,0.5686374,0.006302083,0.3898121,0.0006151338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8722201,0.00005027423,0.0001432171,0.0001131634,0.0008480864,0.00003867711,0.000007618479,0.00007836037,0.1265005],"genre_scores_gemma":[0.9883027,0.000008425996,0.001147433,0.000256462,0.000115868,0.0000102218,0.000001811213,0.00000879957,0.01014827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2784972,"threshold_uncertainty_score":0.9974071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.060608299329843,"score_gpt":0.2592784401159773,"score_spread":0.1986701407861343,"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."}}