{"id":"W6931430800","doi":"10.5281/zenodo.5708955","title":"aces/Loris: LORIS Release v23.0.9","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Selenium in Biological Systems","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"JSON; Field (mathematics); Work (physics); Information system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005774114,0.0004018844,0.0004826233,0.0003921535,0.001109194,0.0008199441,0.001593123,0.0005072827,0.1606882],"category_scores_gemma":[0.001367354,0.0003935068,0.0001574613,0.0008941147,0.0002353061,0.00008040031,0.001256614,0.0007323589,0.02859538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000345654,"about_ca_system_score_gemma":0.000004055697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000189649,"about_ca_topic_score_gemma":0.000002092984,"domain_scores_codex":[0.9962495,0.0009863606,0.0004382434,0.001002203,0.000638806,0.0006849013],"domain_scores_gemma":[0.9978135,0.00005309784,0.0003407398,0.001064221,0.0003967053,0.0003317783],"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":[0.00007874506,0.0001277671,0.000004018716,0.0002475046,0.00008342712,0.00003326362,0.0002035236,0.000002774226,0.002658587,0.0002998331,0.9687144,0.02754615],"study_design_scores_gemma":[0.0004736251,0.0002230241,0.0000748977,0.0003043223,0.00003890786,0.000124247,0.0002217382,0.00003089807,0.0004579847,0.00004384034,0.9975576,0.0004488704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004199659,0.002088831,0.0003474322,0.0008428852,0.00168673,0.0008705271,0.0004245704,0.003267541,0.9900515],"genre_scores_gemma":[0.1020944,0.001193513,0.001143411,0.001310827,0.008653896,5.464173e-7,0.022437,0.05247149,0.8106949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1793566,"threshold_uncertainty_score":0.9998517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04574638867275176,"score_gpt":0.2637103597421704,"score_spread":0.2179639710694187,"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."}}