{"id":"W6925107432","doi":"10.17605/osf.io/42qy9","title":"University of Toronto PSY305 APA Writing Project","year":2021,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ask price; Socioeconomic status; Work (physics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003653976,0.0009177476,0.0009305917,0.003051343,0.009981954,0.01087468,0.001385104,0.001486067,0.5627663],"category_scores_gemma":[0.01948901,0.0005578979,0.0004105847,0.004438097,0.002339134,0.002155434,0.003208588,0.002326394,0.1912649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02076614,"about_ca_system_score_gemma":0.04689611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4583506,"about_ca_topic_score_gemma":0.6211693,"domain_scores_codex":[0.9967519,0.0006353538,0.0001749497,0.0006154373,0.001515034,0.0003074744],"domain_scores_gemma":[0.9740133,0.003023874,0.0007126104,0.002709508,0.01371997,0.005820782],"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":[0.00004220507,0.00001505632,0.0003204049,0.0001355228,0.000002859012,0.00007724507,0.001956102,0.00005246228,0.0001089611,0.01281794,0.9522116,0.03225966],"study_design_scores_gemma":[0.00001357077,0.000008911161,0.001684939,0.0001033385,0.000003303882,0.00004668389,0.00149046,0.0001007838,0.0001239805,0.001562786,0.9948524,0.000008825084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003619849,0.001034526,0.002018949,0.02124797,0.003550824,0.0003751253,0.04255988,0.001407706,0.9241852],"genre_scores_gemma":[0.01830546,0.0006262395,0.00291022,0.0005498191,0.000274642,0.0001980943,0.008840894,0.0009686073,0.967326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5627663,"threshold_uncertainty_score":0.9113654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04645464452117557,"score_gpt":0.3031854645110882,"score_spread":0.2567308199899126,"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."}}