{"id":"W4232476944","doi":"10.1007/978-3-642-11274-4_2625","title":"IRAS","year":2011,"lang":"ru","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Medieval and Classical Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","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":[0.0008646128,0.000862678,0.0005996344,0.002631934,0.001360245,0.004459537,0.001407234,0.001144292,0.726498],"category_scores_gemma":[0.002818321,0.0003927909,0.0005079844,0.001603018,0.000566177,0.002227234,0.002870188,0.001625054,0.715022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065764,"about_ca_system_score_gemma":0.001830303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187565,"about_ca_topic_score_gemma":0.003723121,"domain_scores_codex":[0.9991724,0.00008625224,0.00003335773,0.000148818,0.0004503843,0.0001087453],"domain_scores_gemma":[0.9986964,0.0001266082,0.00006798447,0.0002849789,0.0005439226,0.0002800918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004331894,0.00004450153,0.0002354636,0.0001473376,0.00000455826,0.00005466738,0.0001113627,0.00006713862,0.0006318989,0.01324709,0.7957656,0.1896471],"study_design_scores_gemma":[0.000002776879,0.000004520225,0.0001524394,0.00002229178,0.000001216465,0.00002946661,0.00002068118,0.00002065193,0.0001153537,0.0008876125,0.998741,0.000002110742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005079139,0.0008038806,0.001965207,0.001406971,0.001482608,0.00007152048,0.003981663,0.003315962,0.9864643],"genre_scores_gemma":[0.002475094,0.0005882173,0.001191193,0.0006160974,0.0004233055,0.00005220691,0.003273415,0.0009771525,0.9904033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.726498,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03526729432455908,"score_gpt":0.2158070674719904,"score_spread":0.1805397731474313,"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."}}