{"id":"W4224992234","doi":"10.1080/09670882.2022.2069139","title":"Elementary beckett","year":2022,"lang":"en","type":"article","venue":"Irish Studies Review","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Art; Linguistics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001074304,0.0001363948,0.0006497487,0.00007782181,0.0005259259,0.00001687217,0.0002952064,0.000008969566,0.03638446],"category_scores_gemma":[0.0000995611,0.0001515149,0.0001856841,0.0002668828,0.00007115338,0.0001051536,0.000696686,0.0001147993,0.008208831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150355,"about_ca_system_score_gemma":0.00000951137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004163003,"about_ca_topic_score_gemma":0.000002778386,"domain_scores_codex":[0.9985992,0.00002181394,0.0006131138,0.0004435287,0.0000470883,0.0002752231],"domain_scores_gemma":[0.9992999,0.00003678858,0.0002922394,0.0003096039,0.00002223006,0.00003921287],"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":[0.000001408953,0.00003125477,0.0009052212,0.0002724564,0.0002220054,0.000006148324,0.0002278634,0.000005215188,6.399468e-8,0.00441633,0.9912766,0.002635473],"study_design_scores_gemma":[0.0001741747,0.00002939296,0.0001935203,0.00004906445,0.00002267627,0.000005096414,0.001246571,0.0000077132,4.014601e-7,0.001266216,0.9968267,0.0001784878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005360935,0.6781743,0.00000458862,0.002573594,0.002222567,0.0002868893,0.0004437442,0.00003488935,0.3157234],"genre_scores_gemma":[0.009570812,0.7674836,0.0004038916,0.01909028,0.0002069072,0.0007192479,0.00004502307,0.00003352556,0.2024467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1132767,"threshold_uncertainty_score":0.9925634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1476115046822282,"score_gpt":0.2974454065561067,"score_spread":0.1498339018738785,"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."}}