{"id":"W2226492853","doi":"","title":"Skoliad: nº 133","year":2011,"lang":"pt","type":"article","venue":"Crux mathematicorum","topic":"Mathematics and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CONTEST; Competition (biology); Political science; Redaction; Permission; Operations research; Library science; History; Law; Computer science; Mathematics; Archaeology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001416847,0.0009441996,0.001340874,0.0003165905,0.0004910312,0.0002820865,0.00182699,0.0005063245,0.007058348],"category_scores_gemma":[0.0009318891,0.0008734202,0.0006032776,0.0006890673,0.0002417879,0.0003826127,0.0007130766,0.0005937358,0.00852683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584722,"about_ca_system_score_gemma":0.0002525806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836557,"about_ca_topic_score_gemma":0.00001489302,"domain_scores_codex":[0.9947068,0.0001325809,0.001887059,0.0008976927,0.001080527,0.001295331],"domain_scores_gemma":[0.9938602,0.0005899727,0.001124504,0.00338514,0.0004842824,0.000555834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009367095,0.002473039,0.00002705541,0.002578472,0.0002632753,0.00003152121,0.01639561,2.000574e-7,0.0002370403,0.7553971,0.221557,0.001030241],"study_design_scores_gemma":[0.001031954,0.0002231537,0.00009348521,0.001275082,0.0007172425,0.0002040557,0.003578871,0.008057369,0.00461289,0.9514307,0.02719147,0.001583772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01057065,0.0008900095,0.4098378,0.002075611,0.001054868,0.003724153,0.0001751638,0.001137081,0.5705347],"genre_scores_gemma":[0.3652066,0.0004098256,0.4559558,0.001001799,0.0005987408,0.001317117,0.00002990112,0.0007598212,0.1747205],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3958142,"threshold_uncertainty_score":0.9993716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2089218994344408,"score_gpt":0.3253321096265784,"score_spread":0.1164102101921376,"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."}}