{"id":"W6925210277","doi":"10.17605/osf.io/exr9v","title":"Accented voicebot","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Interpretation (philosophy); Set (abstract data type); Qualitative research; Perspective (graphical)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001998386,0.0005036307,0.0005402911,0.001053741,0.0001986431,0.004336771,0.0128855,0.0005767781,0.04026137],"category_scores_gemma":[0.001408348,0.0004281279,0.0001019632,0.006527563,0.001747056,0.0005196852,0.00515439,0.001297094,0.439376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003282368,"about_ca_system_score_gemma":0.0009793456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008012159,"about_ca_topic_score_gemma":0.000190093,"domain_scores_codex":[0.9950541,0.0000661235,0.0002989665,0.001923522,0.001639051,0.001018191],"domain_scores_gemma":[0.9963391,0.00006603337,0.0002863046,0.002799164,0.00009126185,0.0004180983],"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":[0.000006387805,0.0000412728,0.00004019703,0.00002989478,0.00002605138,0.00004137271,0.0001202461,7.035186e-7,0.0001499636,0.02312018,0.974345,0.002078759],"study_design_scores_gemma":[0.0000801005,0.00002197405,0.00004163863,0.002795752,0.00004280867,0.000008752558,0.00007025849,0.00003408561,0.00009676837,0.01212914,0.9841047,0.0005740145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006950346,0.001087043,0.0002959813,0.0004053724,0.004383992,0.001385017,0.0002516813,0.0008507232,0.9913332],"genre_scores_gemma":[0.0006240359,0.00003038582,0.02936262,0.0006149691,0.0007675306,0.0001138703,0.00001307463,0.002152856,0.9663206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3991146,"threshold_uncertainty_score":0.9998171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435737838999626,"score_gpt":0.4100823017637948,"score_spread":0.3657249233737985,"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."}}