{"id":"W4240935745","doi":"10.1007/978-3-662-44185-5_101159","title":"TTG","year":2015,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"","field":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003168393,0.001174426,0.0006183609,0.002792913,0.001042301,0.004533124,0.001226034,0.001473416,0.7476857],"category_scores_gemma":[0.00142681,0.0003895381,0.0005174211,0.002429382,0.0005531426,0.003013468,0.002357011,0.001825028,0.7314365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115519,"about_ca_system_score_gemma":0.001551098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788999,"about_ca_topic_score_gemma":0.006965085,"domain_scores_codex":[0.9996474,0.00003149882,0.00001663697,0.00006648894,0.0001965347,0.00004144424],"domain_scores_gemma":[0.999531,0.00008362375,0.00002139338,0.0000938505,0.0001719325,0.00009814057],"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":[0.00001474912,0.00002327494,0.00005697597,0.000124644,0.000002029547,0.00004267519,0.00007550394,0.000106459,0.0006106875,0.0121739,0.7812829,0.2054862],"study_design_scores_gemma":[0.000001831766,0.000003371712,0.00006604379,0.0000557682,0.000001127407,0.00004272081,0.00001839124,0.00004583938,0.0001336569,0.002397377,0.9972307,0.000003143893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001652682,0.001428701,0.002688719,0.0007489499,0.001270008,0.00004452608,0.001665054,0.001797112,0.9901917],"genre_scores_gemma":[0.0004788107,0.0005548776,0.0006033572,0.0002723108,0.0001334657,0.00002314384,0.00104097,0.000452068,0.9964409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2523143,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617895692385351,"score_gpt":0.2566725181846152,"score_spread":0.2304935612607616,"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."}}