{"id":"W4404733487","doi":"10.61711/jst.2018.27.2s.063","title":"Reflections on Malta ITW 2018","year":2018,"lang":"en","type":"article","venue":"","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003392615,0.001027999,0.0006421807,0.001040994,0.01347459,0.01019322,0.001917395,0.006937866,0.04488812],"category_scores_gemma":[0.010448,0.000526385,0.0006466318,0.002471615,0.003657286,0.004298155,0.01068851,0.0155359,0.01292226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01457284,"about_ca_system_score_gemma":0.01174064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1388662,"about_ca_topic_score_gemma":0.2776003,"domain_scores_codex":[0.9958305,0.001159949,0.0001309009,0.0002177569,0.0009019768,0.001758862],"domain_scores_gemma":[0.9943064,0.0006128872,0.0002738772,0.0001872708,0.001881078,0.002738405],"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":[0.00005573449,0.00004723295,0.0005547525,0.0001832579,0.000009225824,0.0009032087,0.01722392,0.00003772044,0.0002964555,0.003348975,0.9637472,0.01359222],"study_design_scores_gemma":[0.000002838672,0.00000715527,0.0011487,0.0001852545,0.000002277668,0.00006908657,0.01923156,0.000005729398,0.00007312532,0.0001856238,0.9790796,0.000009140512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01233025,0.02626292,0.0002715003,0.8322108,0.04535276,0.00006484095,0.0005925433,0.0001099862,0.08280445],"genre_scores_gemma":[0.1098907,0.03578637,0.0004402575,0.2270413,0.01461374,0.000266092,0.0006761004,0.0007011641,0.6105843],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1388662,"threshold_uncertainty_score":0.2761158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464999965097546,"score_gpt":0.4602461513936986,"score_spread":0.313746154883944,"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."}}