{"id":"W7121002140","doi":"10.17605/osf.io/4cxbw","title":"Replication of Policy Perspectives: Canadian Guaranteed Basic Income Benefit","year":2025,"lang":"","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Replication (statistics); Voting; Net income; Basic income; Basic research","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","open_science"],"consensus_categories":[],"category_scores_codex":[0.103387,0.001371145,0.00152872,0.003350048,0.01245395,0.007705285,0.006440357,0.003953114,0.0548949],"category_scores_gemma":[0.2590352,0.0008645667,0.00291828,0.006856991,0.008629623,0.005299863,0.005118737,0.006345688,0.004943276],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07499448,"about_ca_system_score_gemma":0.2247048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9060229,"about_ca_topic_score_gemma":0.8445612,"domain_scores_codex":[0.9124323,0.04166908,0.002955639,0.007153793,0.02847554,0.007313626],"domain_scores_gemma":[0.766079,0.04869745,0.008116416,0.0463243,0.122622,0.008160858],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003444543,0.0003972475,0.02590426,0.003423413,0.0008230787,0.0006364625,0.0194854,0.001420417,0.0006901698,0.2843401,0.5700879,0.08934698],"study_design_scores_gemma":[0.004303962,0.0007132249,0.09421748,0.008068205,0.001979806,0.0003491536,0.02346902,0.003188749,0.002879367,0.0680621,0.7920582,0.000710673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07037782,0.01049558,0.01908502,0.273959,0.02481831,0.02102022,0.07434094,0.0008260997,0.5050769],"genre_scores_gemma":[0.7723061,0.004743193,0.04230087,0.05980349,0.003251829,0.02626049,0.01695443,0.000695874,0.07368356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9935597,"threshold_uncertainty_score":0.546769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725001400634755,"score_gpt":0.3520651196484817,"score_spread":0.3348151056421341,"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."}}