{"id":"W4361861283","doi":"10.30681/rln.v10i23.7288","title":"Apresentação","year":2017,"lang":"pt","type":"article","venue":"Revista de Letras Norte mentos","topic":"Information Science and Libraries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Geology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001026897,0.0002953917,0.0003469269,0.0001562795,0.001916143,0.01086405,0.004079905,0.0001356226,0.0004070344],"category_scores_gemma":[0.000228804,0.000276961,0.0001961266,0.000251191,0.0003347823,0.006003317,0.000892105,0.0003187093,0.001430996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090274,"about_ca_system_score_gemma":0.0003810606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001004392,"about_ca_topic_score_gemma":0.00001001827,"domain_scores_codex":[0.9971471,0.0001021334,0.0005873459,0.0004990997,0.0008324385,0.0008318386],"domain_scores_gemma":[0.9963329,0.00007015711,0.0006553907,0.002481571,0.000114229,0.0003457446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003970532,0.0002819917,0.1043322,0.0006266334,0.0002077062,0.0003284741,0.02611635,0.00006902564,0.001330493,0.4876946,0.1804456,0.1985273],"study_design_scores_gemma":[0.0008534174,0.0001501419,0.05358201,0.0003233047,0.00005786361,0.00008957296,0.0005930052,0.05467932,0.002782275,0.0005946825,0.8854093,0.0008851133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1423665,0.002504765,0.575398,0.04562814,0.004529277,0.002068689,0.0001078158,0.0005317656,0.2268651],"genre_scores_gemma":[0.9769617,0.0001589389,0.001667884,0.003066482,0.0003932411,0.00001894638,0.000008352565,0.00001668161,0.01770782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8345951,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05051296405608697,"score_gpt":0.3147007559015007,"score_spread":0.2641877918454137,"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."}}