{"id":"W4238610911","doi":"10.1007/978-3-662-44185-5_100726","title":"MicroFUN","year":2015,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005303714,0.000314657,0.0006746926,0.000162929,0.000009236303,0.000001588162,0.0002622558,0.0004066011,0.0005488091],"category_scores_gemma":[0.0000166603,0.0003009335,0.0001627145,0.00003150417,0.0001496735,0.00003257966,0.00007673163,0.0003744529,0.0001898091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000071583,"about_ca_system_score_gemma":0.0000251404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002232366,"about_ca_topic_score_gemma":0.000004168518,"domain_scores_codex":[0.9990327,0.000008392307,0.000423275,0.0002318647,0.00008043384,0.0002233258],"domain_scores_gemma":[0.9993214,0.00004593964,0.0001272064,0.0003390714,0.00008529288,0.00008107001],"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":[0.00008079656,0.00007216163,0.0002639625,0.0004298239,0.001811308,0.00008839563,0.0002036336,0.005194298,0.0117285,0.09227838,0.6327328,0.255116],"study_design_scores_gemma":[0.00007650173,0.00009650826,0.000005024209,0.00003115485,0.00005903376,0.000006759139,0.00000193591,0.00002055753,0.0003802744,0.0153273,0.9837307,0.000264202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000593544,0.002188903,0.01019286,0.00001663118,0.0002908384,0.0001256258,0.00008887737,0.0003747903,0.9866621],"genre_scores_gemma":[0.003660937,0.007981995,0.06228191,0.00004799561,0.0008612085,0.00003533748,0.0006132174,0.0003263211,0.9241911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.350998,"threshold_uncertainty_score":0.9999443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053994205456936,"score_gpt":0.2238019680795561,"score_spread":0.2132620260249867,"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."}}