{"id":"W4405448989","doi":"10.3389/feduc.2024.1472517","title":"Policy proposals to promote inclusion of caregivers in the research funding system","year":2024,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"UK Research and Innovation","keywords":"Inclusion (mineral); Public administration; Political science; Public relations; Business; Sociology; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.216477,0.001306973,0.001380264,0.005199441,0.008229097,0.01977195,0.006377996,0.03370643,0.01305813],"category_scores_gemma":[0.3369292,0.001528278,0.002970941,0.003788392,0.01746627,0.03138106,0.02035954,0.02554782,0.002487668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01843961,"about_ca_system_score_gemma":0.127096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01870337,"about_ca_topic_score_gemma":0.0249348,"domain_scores_codex":[0.852125,0.09476116,0.008065767,0.007500125,0.01664007,0.02090785],"domain_scores_gemma":[0.6321467,0.2553083,0.02452844,0.01205941,0.03640261,0.03955463],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002916695,0.0005972742,0.009126397,0.002746688,0.0001800388,0.0007910567,0.0182854,0.002353834,0.0009757893,0.6499456,0.1969122,0.1177941],"study_design_scores_gemma":[0.0007049003,0.000383672,0.009986074,0.01215944,0.000271031,0.000466597,0.02068375,0.001956979,0.001225816,0.2299329,0.7219051,0.0003237576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005513405,0.006051209,0.01232974,0.9501215,0.004752589,0.0007243682,0.0001023157,0.0001933193,0.02021165],"genre_scores_gemma":[0.1644214,0.01255424,0.05189306,0.7390193,0.007137576,0.005048931,0.000257494,0.0001807744,0.01948723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.993622,"threshold_uncertainty_score":0.9662234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1675537005540672,"score_gpt":0.492715928471502,"score_spread":0.3251622279174348,"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."}}