{"id":"W4301180977","doi":"10.56891/ajp.v5i1.308","title":"El Informe de Investigación Científica en las Ciencias Sociales","year":2022,"lang":"es","type":"article","venue":"ACTA JURÍDICA PERUANA","topic":"Business, Education, Mathematics Research","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Lexicography; Political science; Philosophy","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00293229,0.0004985473,0.0005338025,0.001244085,0.002540057,0.001540748,0.001976744,0.0002002247,0.009372565],"category_scores_gemma":[0.00257936,0.0005479958,0.0002490358,0.003396384,0.0006235712,0.002079674,0.001577299,0.0009457206,0.001124077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008375738,"about_ca_system_score_gemma":0.002879513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132432,"about_ca_topic_score_gemma":0.0001710221,"domain_scores_codex":[0.9951988,0.0001536799,0.0007934182,0.0006966497,0.001860703,0.001296721],"domain_scores_gemma":[0.997332,0.0005304255,0.0006443661,0.000866667,0.0005004662,0.0001260332],"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":[0.0001077629,0.002295641,0.06892108,0.003795326,0.0003640875,0.00008717422,0.0102229,0.0001838337,0.002183029,0.2084129,0.6956251,0.007801144],"study_design_scores_gemma":[0.0006156826,0.00003412053,0.1230972,0.0001449465,0.0001756976,0.00001853966,0.004686227,0.004937324,0.00003406274,0.01168771,0.8537875,0.0007809222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.879426,0.0007061058,0.00007837899,0.04231449,0.001316511,0.0009974679,0.00005995,0.0003044331,0.07479665],"genre_scores_gemma":[0.9882061,0.0002866043,0.0004477668,0.00445703,0.002208164,0.0001979182,0.0001704164,0.0001258241,0.003900191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1967252,"threshold_uncertainty_score":0.9996971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04972748529684987,"score_gpt":0.3078899557846949,"score_spread":0.258162470487845,"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."}}