{"id":"W6929110514","doi":"10.48448/a1x9-qb44","title":"Q&A session 7","year":2021,"lang":"de","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Session (web analytics); Training (meteorology); Key (lock); Attendance","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002836626,0.001018306,0.000965416,0.002184087,0.00106005,0.001008022,0.003031119,0.0006770326,0.08896659],"category_scores_gemma":[0.001141044,0.0009391914,0.0002226738,0.007364146,0.005591016,0.0004357756,0.001699347,0.001214726,0.1159647],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362783,"about_ca_system_score_gemma":0.007575203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002156133,"about_ca_topic_score_gemma":0.0003662545,"domain_scores_codex":[0.9901745,0.0002936121,0.0008662411,0.002888959,0.003779803,0.001996846],"domain_scores_gemma":[0.9946273,0.0001580824,0.0008729217,0.002477679,0.0009165526,0.000947491],"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":[0.00005740516,0.00229548,0.002015816,0.0006266577,0.0003130455,0.001100978,0.001064391,0.0005716792,0.390159,0.02025952,0.5101802,0.07135586],"study_design_scores_gemma":[0.0007954287,0.0001328046,0.0004805665,0.002241067,0.0001701162,0.00007974834,0.0005627288,0.01704605,0.004271906,0.0005530063,0.9721563,0.001510245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001534377,0.01492978,0.002144279,0.001059017,0.01144393,0.001208401,0.0003735202,0.0006672744,0.9666394],"genre_scores_gemma":[0.03831781,0.0008618444,0.03393883,0.001135383,0.004766042,0.00003511661,0.001007545,0.001849263,0.9180881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4619762,"threshold_uncertainty_score":0.9993058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.033358931779894,"score_gpt":0.3240137216097356,"score_spread":0.2906547898298416,"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."}}