{"id":"W6944045799","doi":"10.17616/r31njn82","title":"Memorial University Dataverse","year":2022,"lang":"en","type":"other","venue":"Registry of Research Repositories","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research data; Data collection; Government (linguistics); Confidentiality","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001519775,0.0003057972,0.0005712842,0.001040265,0.0004547154,0.0000784335,0.002117469,0.000405232,0.01402868],"category_scores_gemma":[0.00105859,0.0003506871,0.0001853507,0.001538024,0.002000462,0.0001273519,0.00173977,0.001445653,0.0008639825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009166047,"about_ca_system_score_gemma":0.001313223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009420481,"about_ca_topic_score_gemma":0.0003919279,"domain_scores_codex":[0.9938217,0.001170318,0.0002655805,0.0008220636,0.003254607,0.0006657534],"domain_scores_gemma":[0.9957905,0.000329272,0.0005087682,0.00278019,0.000355863,0.0002354128],"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":[0.0004394618,0.0001077147,0.0006511182,0.0004748387,0.0002872796,0.001239507,0.0001168324,0.000001140821,0.0009882998,0.003235661,0.9924092,0.00004893068],"study_design_scores_gemma":[0.000516699,0.0001458443,0.0000324155,0.000180182,0.000051186,0.00004817347,0.002431922,0.000001370387,0.0007549283,0.00004204058,0.995518,0.0002772864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000214945,0.0004316677,0.000002765117,0.00004040763,0.002427485,0.0005486064,0.00274065,0.0004432318,0.9931502],"genre_scores_gemma":[0.0006016206,0.0002233197,0.000473441,6.626925e-7,0.003326337,0.000006738135,0.0006195877,0.0007280232,0.9940203],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01316469,"threshold_uncertainty_score":0.9999139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04922922325541464,"score_gpt":0.3459201151716261,"score_spread":0.2966908919162115,"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."}}