{"id":"W1949972613","doi":"10.1109/icmens.2005.69","title":"Microbolometer Instrument Payload Design for a Microsatellite Mission","year":2006,"lang":"en","type":"article","venue":"","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency; Institut National d'Optique","funders":"","keywords":"Microbolometer; Remote sensing; Payload (computing); Environmental science; Satellite; Arctic; Earth observation; Detector; Earth science; Geology; Computer science; Aerospace engineering; Oceanography; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000227324,0.00009188509,0.00008801764,0.0000648952,0.0001236407,0.00005926913,0.00009081417,0.00004554677,0.0009865542],"category_scores_gemma":[0.00001307932,0.00005753899,0.00005410415,0.00008938984,0.00004878025,0.00007088602,0.000002676231,0.00002856388,0.0002266718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002397533,"about_ca_system_score_gemma":0.00002043152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002330557,"about_ca_topic_score_gemma":0.0000280376,"domain_scores_codex":[0.999338,0.00005883696,0.0001501664,0.0001801221,0.00007495937,0.0001979606],"domain_scores_gemma":[0.9995549,0.000224775,0.00004034428,0.00010431,0.00002234116,0.00005331157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001527885,0.0002197613,0.08103704,0.0001309787,0.00005164399,0.00001271252,0.0002003543,0.008812572,0.3287703,0.0005184019,0.08752792,0.4911904],"study_design_scores_gemma":[0.00115307,0.0005054313,0.2370386,0.00002448268,0.00002427674,0.0000264375,0.00006566906,0.01441737,0.3177488,0.0018866,0.426652,0.0004571714],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423215,0.001113938,0.04926921,0.001103445,0.0003410529,0.0008695039,0.00008849048,0.0001082502,0.004784564],"genre_scores_gemma":[0.9507135,0.00002882776,0.04161565,0.0003253621,0.00008295645,0.000001142287,0.0001210727,0.000003380649,0.007108078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4907332,"threshold_uncertainty_score":0.9999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625532816539605,"score_gpt":0.2258196593538077,"score_spread":0.1995643311884116,"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."}}