{"id":"W4387353641","doi":"10.3998/circus.4966","title":"Persévérance","year":2023,"lang":"en","type":"article","venue":"Circus Arts Life and Sciences","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Circus School","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.001123578,0.0000811052,0.0001394844,0.0002477338,0.0004282259,0.0000785846,0.0002536599,0.00005460115,0.0008265712],"category_scores_gemma":[0.00004544356,0.00006347731,0.0000479396,0.000994283,0.0006345187,0.00008575684,0.00003285877,0.0001047376,0.00163816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002485897,"about_ca_system_score_gemma":0.00002832085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001362965,"about_ca_topic_score_gemma":0.000004418511,"domain_scores_codex":[0.9987044,0.00008054583,0.0001405094,0.0004446869,0.0002228044,0.0004070294],"domain_scores_gemma":[0.9994366,0.0001309905,0.00003336783,0.0002158133,0.00002404015,0.0001592589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002638345,0.00007773913,0.737314,0.000007910427,0.00006584178,0.0001172613,0.006563311,0.000009918394,0.0007726767,0.05955875,0.1314158,0.0640704],"study_design_scores_gemma":[0.0003443513,0.0001278084,0.885476,0.000007575824,0.00000871365,0.0000450151,0.003855168,0.0001543818,0.000006108535,0.003643747,0.1061568,0.000174343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7650262,0.001012693,0.00002413421,0.002576884,0.0005519532,0.00005891474,0.000003150849,0.00007345114,0.2306726],"genre_scores_gemma":[0.9911792,0.0001347839,0.00001541998,0.0007475184,0.0001510039,0.00002325074,0.000001339127,0.000005088259,0.007742412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.226153,"threshold_uncertainty_score":0.9991392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294155273873079,"score_gpt":0.4110932535969124,"score_spread":0.2816777262096045,"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."}}