{"id":"W4237559548","doi":"10.1007/978-3-662-44185-5_100229","title":"CN","year":2015,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"","field":"","cited_by":1,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004094375,0.0006306883,0.001202647,0.0004016959,0.00002767299,0.000004060381,0.0006456026,0.00100616,0.005220025],"category_scores_gemma":[0.000128967,0.0006033041,0.0002848865,0.00003961403,0.0006609816,0.00005999342,0.000314951,0.0007202696,0.01864325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606141,"about_ca_system_score_gemma":0.0004619382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001803719,"about_ca_topic_score_gemma":0.00004684751,"domain_scores_codex":[0.9976792,0.00006643424,0.0008125607,0.0006662178,0.0002515412,0.0005239992],"domain_scores_gemma":[0.99755,0.0001327319,0.0008576224,0.0008610092,0.0003831807,0.0002155212],"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":[0.0002232672,0.00006294502,0.0003837499,0.00005751153,0.0004535281,0.00006131831,0.0001710794,0.00002878112,0.0005809069,0.2682484,0.7232159,0.006512589],"study_design_scores_gemma":[0.0005021549,0.0004365602,0.00007843394,0.00006627221,0.0001322909,0.00004464229,0.000008119646,6.698651e-7,0.00001598804,0.01794335,0.9803255,0.0004460549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002172557,0.001519238,0.00003387702,0.00004394736,0.001248857,0.0003655828,0.001202207,0.0001611929,0.9952078],"genre_scores_gemma":[0.001007368,0.0003453623,0.001688664,0.00002825333,0.001048954,0.00001498155,0.001083935,0.0003089425,0.9944735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2571095,"threshold_uncertainty_score":0.9996418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677850885034815,"score_gpt":0.2566487294702023,"score_spread":0.2298702206198542,"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."}}