{"id":"W2967301130","doi":"10.15173/sciential.v1i2.2137","title":"Sciential Issue 2","year":2019,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003182214,0.001472005,0.001293094,0.006122671,0.003005117,0.01324707,0.002373773,0.004548769,0.6518904],"category_scores_gemma":[0.01192157,0.0007898938,0.001418269,0.003696945,0.001688902,0.002984808,0.003770693,0.003655005,0.5203635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002819364,"about_ca_system_score_gemma":0.007085299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005049449,"about_ca_topic_score_gemma":0.009348416,"domain_scores_codex":[0.9968631,0.0002549267,0.0001197718,0.0002790875,0.00211654,0.0003665056],"domain_scores_gemma":[0.9916256,0.0006527169,0.000411384,0.001083778,0.004226877,0.001999724],"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":[0.00002910969,0.00003554092,0.00008746714,0.0001759444,0.000006273022,0.00002455341,0.00001370912,0.0000210216,0.0002639008,0.002177708,0.9731952,0.0239695],"study_design_scores_gemma":[0.000009509512,0.000007920831,0.0002529936,0.00007128822,0.00000330384,0.00001778126,0.00001378513,0.00002005344,0.00007807901,0.000612965,0.9989089,0.000003368996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005189549,0.007477192,0.0007882985,0.02809712,0.1380812,0.0003990308,0.005378288,0.001404136,0.8178557],"genre_scores_gemma":[0.00214028,0.00294882,0.000358627,0.006740087,0.01905771,0.00008232104,0.002767924,0.000424233,0.9654799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6518904,"threshold_uncertainty_score":0.4965361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623070951396713,"score_gpt":0.3146021370143771,"score_spread":0.29837142750041,"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."}}