{"id":"W4206793432","doi":"10.32920/ryerson.14637354","title":"Review [untitled]","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Democracy; Movement (music); Art history; Political science; Economic history; Sociology; Art; History; Law; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003171983,0.002382509,0.005209291,0.008224526,0.001355391,0.007477866,0.004178742,0.005189839,0.2839674],"category_scores_gemma":[0.02667725,0.001142446,0.001959438,0.01176862,0.001530254,0.004365973,0.003364527,0.004796314,0.1930171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003513236,"about_ca_system_score_gemma":0.01078457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007303984,"about_ca_topic_score_gemma":0.0126106,"domain_scores_codex":[0.9961284,0.0004692115,0.0005253486,0.0005541397,0.002012301,0.0003105916],"domain_scores_gemma":[0.9822674,0.003488551,0.001934326,0.001015154,0.01029493,0.0009996267],"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":[0.00002016001,0.000005119576,0.00001210103,0.005971755,0.00003278024,0.00003963732,0.00001261487,0.00001794901,0.00007285171,0.0003318631,0.9660227,0.0274605],"study_design_scores_gemma":[0.000029673,0.00001501729,0.0002219263,0.005439669,0.00006521287,0.0001188509,0.00001760748,0.00001490387,0.00004718064,0.0004168395,0.9935947,0.00001836083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000130112,0.6644939,0.0008871931,0.02977286,0.2162615,0.0008131266,0.01498176,0.0009767946,0.07168277],"genre_scores_gemma":[0.002906288,0.6317762,0.001784826,0.0697215,0.06573031,0.001943621,0.02359594,0.0005670541,0.2019742],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7160326,"threshold_uncertainty_score":0.9499655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04415105781952854,"score_gpt":0.3702936018457117,"score_spread":0.3261425440261831,"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."}}