{"id":"W3000585782","doi":"","title":"Comet Observations [658 National Research Council of Canada]","year":2010,"lang":"en","type":"article","venue":"Mathematics of Program Construction","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Comet; Research council; Computer science; Astrobiology; Government (linguistics); Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001216799,0.00005750117,0.0001154668,0.00004402882,0.0001005148,0.00001560857,0.0001503489,0.00002372154,0.0002450035],"category_scores_gemma":[0.0001640194,0.00005350371,0.00002690471,0.0002754666,0.0002702951,0.00008771149,0.00002200143,0.0001777154,0.000001910916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005890702,"about_ca_system_score_gemma":0.003130845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02471889,"about_ca_topic_score_gemma":0.02140883,"domain_scores_codex":[0.9981164,0.00001738511,0.0002515394,0.00009178332,0.001379687,0.000143196],"domain_scores_gemma":[0.9974247,0.0001652545,0.0001522232,0.0001380884,0.002075064,0.00004466792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001090669,0.0005545045,0.1112323,0.0001663946,0.00009489123,3.740389e-7,0.001115742,0.0002185363,0.02397786,0.8221584,0.006674012,0.0337961],"study_design_scores_gemma":[0.002496239,0.0007369853,0.2248569,0.0003270898,0.0001308592,0.00006194945,0.01762728,0.1033321,0.03999344,0.5171086,0.09209893,0.001229696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698712,0.000003720125,0.001706416,0.0001142001,0.0002743317,0.0002711712,0.0001405876,0.00001171174,0.02760668],"genre_scores_gemma":[0.8572821,1.402687e-7,0.1425254,0.000001539944,0.00006057416,0.00001230574,0.00002104464,0.000002966385,0.00009393339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3050499,"threshold_uncertainty_score":0.9964479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334133054495575,"score_gpt":0.3132791462218159,"score_spread":0.1798658407722584,"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."}}