{"id":"W7139345055","doi":"","title":"Episode 24","year":2019,"lang":"","type":"article","venue":"Digital Commons - St. Norbert College (St. Norbert College)","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001780088,0.003110904,0.004154063,0.001187678,0.005247711,0.002642447,0.004107547,0.00161309,0.008130796],"category_scores_gemma":[0.001373766,0.003203345,0.002394632,0.006826303,0.00291293,0.005782103,0.003082806,0.002232545,0.009298188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401637,"about_ca_system_score_gemma":0.002527394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004405299,"about_ca_topic_score_gemma":0.0529255,"domain_scores_codex":[0.9819474,0.001195528,0.003564189,0.003512966,0.00422932,0.005550581],"domain_scores_gemma":[0.9867607,0.004041031,0.001452852,0.003600093,0.001427001,0.002718288],"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":[0.001831714,0.004354205,0.1610787,0.0005229386,0.002450001,0.0007018301,0.01513201,0.00008761712,0.00004250668,0.05373693,0.7543607,0.005700852],"study_design_scores_gemma":[0.006170166,0.002076271,0.008417169,0.0007789421,0.000546246,0.0001251781,0.03320174,0.0004622483,0.00008522622,0.005523582,0.9381368,0.004476418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3540492,0.003256334,0.00003963741,0.0126231,0.007404206,0.005032327,0.02860844,0.0006085429,0.5883782],"genre_scores_gemma":[0.7902666,0.0005528146,0.0001424895,0.002140812,0.001266945,0.0002453363,0.0005111897,0.0003462281,0.2045276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4362174,"threshold_uncertainty_score":0.9998006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218774369029278,"score_gpt":0.2718970041373446,"score_spread":0.2497092604470519,"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."}}