{"id":"W2943504252","doi":"10.25761/anaisihmt.54","title":"Equity in evaluative research focusing on health cooperation and development","year":2018,"lang":"en","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Context (archaeology); Political science; Sociology; Theme (computing); Relevance (law); Engineering ethics; Public relations; Pedagogy; Geography; Engineering; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2395361,0.001456729,0.003311533,0.01589251,0.006856969,0.02655687,0.003724209,0.00693581,0.005729279],"category_scores_gemma":[0.2596059,0.000888019,0.001388174,0.01725022,0.05792191,0.03151726,0.02721989,0.008310259,0.0006374127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02100345,"about_ca_system_score_gemma":0.02344776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003579998,"about_ca_topic_score_gemma":0.003159099,"domain_scores_codex":[0.6462646,0.2908277,0.01422319,0.01070377,0.0314569,0.006523907],"domain_scores_gemma":[0.4606217,0.4741488,0.01827502,0.02509928,0.01932674,0.002528407],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006253911,0.0000466649,0.001392104,0.004610455,0.0001033955,0.00006823034,0.0217724,0.0004757451,0.0001230873,0.8688198,0.003555813,0.09896968],"study_design_scores_gemma":[0.00004185599,0.0001528016,0.003275787,0.0304474,0.0001873928,0.0003827438,0.03117812,0.0009470679,0.001144749,0.7334337,0.1987269,0.00008142437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01620688,0.5292511,0.1278704,0.1635054,0.0068069,0.0004805934,0.0002149449,0.0001322342,0.1555316],"genre_scores_gemma":[0.8071557,0.1187069,0.0350536,0.02437746,0.006906625,0.001496115,0.0001530509,0.0002910164,0.005859506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7604639,"threshold_uncertainty_score":0.9377874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5010817385905801,"score_gpt":0.6174556186010127,"score_spread":0.1163738800104326,"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."}}