{"id":"W4391024441","doi":"10.15353/cjo.v48i4.4506","title":"President's Podium","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002980901,0.0004496215,0.001126387,0.004973628,0.001486926,0.001123936,0.001444285,0.0003901842,0.003610864],"category_scores_gemma":[0.003525738,0.0004543637,0.0007976935,0.004286082,0.0008594423,0.001615515,0.00003821246,0.001284093,0.00008367933],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523586,"about_ca_system_score_gemma":0.03078792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01978683,"about_ca_topic_score_gemma":0.07468013,"domain_scores_codex":[0.9941976,0.0005938099,0.001657301,0.0003043544,0.001398728,0.00184819],"domain_scores_gemma":[0.9859536,0.0004657528,0.001393127,0.0003976697,0.003471834,0.008318012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002412565,0.00003410704,0.9377263,0.00003998604,0.0004915463,0.004954686,0.007805364,0.00006636813,0.00004121684,0.00008014407,0.04724237,0.001493834],"study_design_scores_gemma":[0.001218699,0.0002153557,0.8707563,0.0004467217,0.0002532656,0.00206631,0.02793491,0.000002064312,0.0003553747,0.000043361,0.09614708,0.0005605484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414235,0.01741096,0.0002195866,0.01027629,0.004339696,0.0001415867,0.000123884,0.000008110657,0.02605643],"genre_scores_gemma":[0.9920219,0.000704567,0.001134651,0.001115215,0.00217467,9.470593e-7,0.000004014688,0.00006163177,0.002782419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06696995,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348817755749065,"score_gpt":0.3503843249176157,"score_spread":0.3268961473601251,"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."}}