{"id":"W2786064772","doi":"10.1089/ast.2017.1786","title":"Dynamical and Biological Panspermia Constraints Within Multiplanet Exosystems","year":2018,"lang":"en","type":"article","venue":"Astrobiology","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; The Scarborough Hospital","funders":"Science and Technology Facilities Council","keywords":"Circumstellar habitable zone; Exoplanet; Planet; Planetary system; Asteroid; Interplanetary spaceflight; Solar System; Meteoroid; Interplanetary dust cloud","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001506804,0.0001420549,0.0001975015,0.0000273254,0.0001110522,0.00001736628,0.0001481522,0.00007426763,0.0009685234],"category_scores_gemma":[0.000006001542,0.0001038742,0.00002562025,0.00005111891,0.00106434,0.00004751818,0.00005036966,0.0001393288,0.0002450276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004024175,"about_ca_system_score_gemma":0.00002469056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001276465,"about_ca_topic_score_gemma":0.00002373084,"domain_scores_codex":[0.9990327,0.00009478083,0.0001932262,0.0003232554,0.00003839891,0.000317681],"domain_scores_gemma":[0.9995722,0.00009455137,0.0000698447,0.0001312709,0.00002278345,0.0001093357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002454803,0.00002119157,0.9754313,0.000001249339,0.0000278381,0.000003213696,0.0001299182,0.000007875066,0.009903434,0.006510925,0.0002055911,0.007732893],"study_design_scores_gemma":[0.001558213,0.001506998,0.9772464,0.00003227445,0.00002610404,0.0002091599,0.001305845,0.008434133,0.000964522,0.0007958173,0.00726485,0.0006556879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917391,0.00001290542,0.00446791,0.00005248525,0.0003321432,0.000110245,0.0002063842,0.00002991504,0.003048914],"genre_scores_gemma":[0.997147,4.741042e-7,0.002084631,0.00005845391,0.0003419224,0.000004089363,0.0002673981,0.000003927909,0.00009207016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008938911,"threshold_uncertainty_score":0.9999447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253014420047289,"score_gpt":0.2227723263279925,"score_spread":0.2102421821275197,"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."}}