{"id":"W3202686379","doi":"10.3968/12253","title":"Research on Emergency Management Ability Evaluation of Sudden Landslide Event","year":2021,"lang":"en","type":"article","venue":"Canadian social science","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Landslide; Emergency management; Government (linguistics); Harm; Warning system; Event (particle physics); Construct (python library); Business; Computer science; Political science; Psychology; Engineering; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003654408,0.0003434275,0.0002360199,0.002796788,0.0005889121,0.0016821,0.0003750186,0.0003403511,0.00270063],"category_scores_gemma":[0.01085486,0.00009339158,0.0004278496,0.001711186,0.0007794815,0.00289911,0.000812861,0.0005299801,0.0001470921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00183492,"about_ca_system_score_gemma":0.001891098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005127578,"about_ca_topic_score_gemma":0.00532544,"domain_scores_codex":[0.9974431,0.0009064256,0.0002364373,0.0001821348,0.0009996089,0.0002322929],"domain_scores_gemma":[0.9941763,0.002470129,0.00082269,0.0001410838,0.002047954,0.0003417748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003850722,0.0007522312,0.4441182,0.002213506,0.0002917191,0.0006481943,0.02179096,0.01111193,0.00666907,0.03892311,0.006795186,0.4663009],"study_design_scores_gemma":[0.00005307888,0.001105974,0.8577522,0.0007960674,0.0003335112,0.0004801214,0.05877488,0.03098922,0.007326304,0.01825931,0.02396926,0.0001600973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192127,0.002065491,0.01812714,0.002099926,0.0001176597,0.0002949345,0.0002992761,0.00007722657,0.05770563],"genre_scores_gemma":[0.9961862,0.0006576618,0.002129504,0.0000486988,0.00001775852,0.00005213709,0.00009174924,0.000002795298,0.0008133324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9948725,"threshold_uncertainty_score":0.01932657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04622896157040399,"score_gpt":0.3587474001174165,"score_spread":0.3125184385470126,"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."}}