{"id":"W6930195016","doi":"10.5281/zenodo.12496910","title":"varsity blues indictment pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indictment; Blues; Elite; Test (biology); Economic Justice; Attendance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005522607,0.001073713,0.0008034161,0.001886817,0.002120158,0.005238827,0.001548021,0.001589431,0.9430863],"category_scores_gemma":[0.003852515,0.0006882259,0.000667967,0.001363141,0.0006179214,0.004358289,0.002329183,0.002331953,0.8808413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405786,"about_ca_system_score_gemma":0.001222927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004371373,"about_ca_topic_score_gemma":0.01020076,"domain_scores_codex":[0.9994671,0.00003576388,0.0000185484,0.00005983613,0.0003299183,0.00008878089],"domain_scores_gemma":[0.997169,0.0002776684,0.0000600657,0.0002302599,0.001593287,0.000669865],"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":[0.0000191511,0.00001648326,0.00002141024,0.00004983627,5.535681e-7,0.00001799632,0.00001808415,0.00001428281,0.0001620394,0.0004482743,0.9846555,0.01457651],"study_design_scores_gemma":[0.00001228057,0.00002391137,0.0003157296,0.00004121393,0.000001511134,0.00004261971,0.0000631009,0.00005597359,0.0002550851,0.0003683036,0.9988114,0.00000893063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003615771,0.0002353404,0.0005184574,0.00087841,0.002164941,0.0001340386,0.00200477,0.004923361,0.9887789],"genre_scores_gemma":[0.001202524,0.0001334223,0.000218204,0.0003536062,0.0002572811,0.00004107619,0.0007983361,0.00158887,0.9954067],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05691373,"threshold_uncertainty_score":0.08118045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309026370830322,"score_gpt":0.2522646873624466,"score_spread":0.2291744236541433,"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."}}