{"id":"W4411168106","doi":"10.18260/edgj.v77i3.386","title":"Full Issue","year":2019,"lang":"en","type":"article","venue":"Engineering design graphics journal","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Irish Research Council","keywords":"Computer science; Mathematics education; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001278911,0.001041188,0.0009108389,0.002060065,0.001954249,0.008742102,0.002012572,0.003347557,0.8825029],"category_scores_gemma":[0.009592581,0.000439207,0.0008756775,0.001498539,0.0005949116,0.004699677,0.003468213,0.002922273,0.8120209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187583,"about_ca_system_score_gemma":0.00226756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291651,"about_ca_topic_score_gemma":0.001790851,"domain_scores_codex":[0.9986099,0.0001674267,0.00009374077,0.0002374012,0.0007277789,0.0001637627],"domain_scores_gemma":[0.9949648,0.0005914159,0.0001991633,0.0006215684,0.002233443,0.001389654],"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":[0.0000148417,0.00001842118,0.00006422637,0.00008635996,0.000001971386,0.00003142449,0.00001924956,0.00001264087,0.00007972668,0.001046701,0.9658659,0.03275857],"study_design_scores_gemma":[0.000004994966,0.000005356722,0.0001241433,0.00005108294,0.000001211455,0.00003575897,0.00002536116,0.0000145294,0.00003820954,0.0003726264,0.9993242,0.000002487921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004237861,0.002183625,0.001672435,0.01505611,0.05594983,0.0003971129,0.00724311,0.003802104,0.9132718],"genre_scores_gemma":[0.001674688,0.001122743,0.000486671,0.004996629,0.007934029,0.0001160588,0.003819498,0.001050715,0.9787989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1174971,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116018039442869,"score_gpt":0.2667356839303117,"score_spread":0.245575503535883,"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."}}