{"id":"W6939296423","doi":"10.60692/v4rq2-fn059","title":"Apophis Planetary Defense Campaign","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Asteroid; Robustness (evolution); Hazard; Risk assessment; Warning system; Near-Earth object","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005897378,0.0003001853,0.0001807875,0.0005666799,0.0005044341,0.0006042238,0.0003082267,0.0003017399,0.01984847],"category_scores_gemma":[0.001139875,0.000088409,0.0001415202,0.0004448432,0.000176324,0.0005045696,0.0007891678,0.0007344133,0.004959197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006550399,"about_ca_system_score_gemma":0.0005543728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399415,"about_ca_topic_score_gemma":0.02292948,"domain_scores_codex":[0.9995344,0.00007557554,0.00001269905,0.00007974287,0.0002401534,0.00005753005],"domain_scores_gemma":[0.9991862,0.0002248267,0.00006669917,0.0001523552,0.0003066032,0.00006324099],"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":[0.001575592,0.0005736093,0.1004818,0.0003306546,0.0001253978,0.001241848,0.001054213,0.02803968,0.01248899,0.01043446,0.5968432,0.2468105],"study_design_scores_gemma":[0.0002246973,0.0007677224,0.1508044,0.0001083967,0.00004596829,0.0002815989,0.001048125,0.02317948,0.007612403,0.002254117,0.813623,0.00005012107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3595226,0.0003464329,0.01266261,0.002534554,0.0007406204,0.001343589,0.09087962,0.003227611,0.5287424],"genre_scores_gemma":[0.8259404,0.0002690161,0.007531166,0.0006711533,0.0001975822,0.0005042543,0.07697532,0.0004438348,0.08746735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01984847,"threshold_uncertainty_score":0.06639975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636329991140454,"score_gpt":0.1666407410800606,"score_spread":0.1502774411686561,"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."}}