{"id":"W6913088704","doi":"10.5683/sp3/wcxmap","title":"SynPAIN","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Toronto","funders":"","keywords":"Directory; Metadata; Pairwise comparison; File format; Face (sociological concept)","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":[],"consensus_categories":[],"category_scores_codex":[0.0008623649,0.003594523,0.001631291,0.002467387,0.001361148,0.003084818,0.004731761,0.002303492,0.2290636],"category_scores_gemma":[0.004217414,0.0009091764,0.002140309,0.002199516,0.0004652481,0.00323309,0.003638703,0.001978928,0.2786384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093029,"about_ca_system_score_gemma":0.001367625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012925,"about_ca_topic_score_gemma":0.02140965,"domain_scores_codex":[0.9986848,0.0001107567,0.00007875181,0.0005285495,0.0003999004,0.0001973144],"domain_scores_gemma":[0.9988964,0.0001554668,0.00005607218,0.0003975504,0.0003914878,0.0001029731],"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":[0.0001350997,0.00003733135,0.0004798304,0.000381929,0.000030133,0.00004150988,0.00002702042,0.00038251,0.0008327208,0.0004936282,0.9727387,0.02441956],"study_design_scores_gemma":[0.0002003778,0.0001069426,0.002792049,0.0002808548,0.00004788685,0.0004407222,0.0001796474,0.005185207,0.004157082,0.003743023,0.9828031,0.00006323131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002814078,0.001559912,0.007086996,0.0006104506,0.00139228,0.0004426896,0.9242522,0.03031657,0.03152481],"genre_scores_gemma":[0.004140311,0.000411819,0.005829508,0.0004432896,0.0001163292,0.0003909293,0.9725333,0.002528796,0.01360571],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2290636,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372531928957707,"score_gpt":0.2833095587285389,"score_spread":0.2695842394389618,"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."}}