{"id":"W4250877670","doi":"10.32920/ryerson.14656278.v1","title":"The amateur project.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Amateur; Computer science; History; Archaeology","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":[0.003482522,0.0009387517,0.0004037907,0.001265785,0.002281581,0.004694623,0.0007841087,0.001547263,0.1271436],"category_scores_gemma":[0.004711459,0.0002275518,0.0004445971,0.001178162,0.00110323,0.001647509,0.005109493,0.001130688,0.05467099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523852,"about_ca_system_score_gemma":0.002460771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008646213,"about_ca_topic_score_gemma":0.007268793,"domain_scores_codex":[0.9975193,0.001149404,0.00004438486,0.0002259326,0.0007463638,0.0003147017],"domain_scores_gemma":[0.9983942,0.0002327249,0.00007914489,0.0002696216,0.0004159245,0.0006082737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004158163,0.00008894165,0.0008897309,0.0002500263,0.00001454441,0.000125744,0.001824141,0.0001540929,0.001576119,0.1068504,0.6648565,0.222954],"study_design_scores_gemma":[0.00002188746,0.00002998287,0.001654864,0.00007152549,0.000003734118,0.0001240796,0.0004540659,0.0002333347,0.000812892,0.005729398,0.9908566,0.000007659663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01568665,0.008129147,0.01653944,0.0170402,0.00656302,0.0003564825,0.01300952,0.006635306,0.9160401],"genre_scores_gemma":[0.1380583,0.002703479,0.01724805,0.001673003,0.001361703,0.0007283864,0.01374005,0.002868982,0.8216181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1271436,"threshold_uncertainty_score":0.4253379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04935264491119982,"score_gpt":0.2588399235441149,"score_spread":0.2094872786329151,"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."}}