{"id":"W4280632904","doi":"10.51224/srxiv.153","title":"Is a sub 7 Ironman possible?","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","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":[0.0006403534,0.0001675823,0.000227435,0.00007555101,0.0008371957,0.0001005341,0.000886637,0.0001724364,0.02861646],"category_scores_gemma":[0.0001057581,0.0001712114,0.0001715162,0.0001671642,0.0002340603,0.00003244528,0.002971738,0.0005780104,0.000187106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003439167,"about_ca_system_score_gemma":0.0002945779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009506759,"about_ca_topic_score_gemma":0.005249852,"domain_scores_codex":[0.9980421,0.0002064679,0.0001810893,0.0004871716,0.0006818088,0.0004013515],"domain_scores_gemma":[0.9991542,0.00006382549,0.00009799194,0.0005541522,0.00003643443,0.00009337525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007091024,0.0001322723,0.01859253,0.0001168394,0.0002672985,0.00007425182,0.5554107,0.00004526826,0.00001115816,0.05651674,0.3604392,0.008386721],"study_design_scores_gemma":[0.0001836755,0.00002962622,0.009671341,0.0000193809,0.00007243091,8.66613e-7,0.1954594,0.00001471253,0.0000814234,0.02592876,0.7677342,0.0008041919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0432068,0.001030358,0.00008431817,0.005451531,0.002385121,0.0003955787,0.00003920007,0.0002499952,0.9471571],"genre_scores_gemma":[0.8878415,0.0007483012,0.001396798,0.002029377,0.0006689713,0.0001743807,0.00001977497,0.0000313304,0.1070895],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8446347,"threshold_uncertainty_score":0.997089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05655646915066199,"score_gpt":0.3684565478672662,"score_spread":0.3119000787166042,"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."}}