{"id":"W3027775122","doi":"","title":"Development of an Infrared Imager","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Infrared Target Detection Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Infrared; Computer science; Remote sensing; Optics; Physics; Geology","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":[0.001812361,0.0008678114,0.000728681,0.000920339,0.000336802,0.001135521,0.001717943,0.001305218,0.01011163],"category_scores_gemma":[0.001147191,0.000425582,0.0007841983,0.0004167685,0.0003521995,0.001537008,0.001023861,0.00114351,0.0096317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005284525,"about_ca_system_score_gemma":0.0008094261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005734969,"about_ca_topic_score_gemma":0.0005489057,"domain_scores_codex":[0.9986399,0.0001378797,0.0000518563,0.0003141102,0.0007609211,0.0000952994],"domain_scores_gemma":[0.9987077,0.0001243357,0.00006475835,0.0001724944,0.0008319043,0.00009880601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000167875,0.0001511608,0.00103008,0.0002482279,0.00005182794,0.000228627,0.0001263923,0.00364679,0.7719258,0.008634376,0.006349366,0.2074395],"study_design_scores_gemma":[0.00005103419,0.0007066036,0.002774422,0.00007401718,0.0001045471,0.0008294596,0.00007412744,0.06207953,0.7701343,0.001435637,0.1616657,0.00007055712],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01331523,0.0003679863,0.9678968,0.0002916638,0.0003149418,0.0003102833,0.0002100539,0.003793887,0.01349914],"genre_scores_gemma":[0.05129449,0.0003645989,0.9156576,0.0003488695,0.000140966,0.0002641613,0.0006967277,0.0006862141,0.03054626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01011163,"threshold_uncertainty_score":0.03382677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327722631310758,"score_gpt":0.2620198501956497,"score_spread":0.2292475870645739,"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."}}