{"id":"W2795156864","doi":"10.1117/3.2316455","title":"Multispectral Image Fusion and Colorization","year":2018,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Advanced Image Fusion Techniques","field":"Engineering","cited_by":111,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia","funders":"","keywords":"Multispectral image; Artificial intelligence; Computer vision; Fusion; Image fusion; Image (mathematics); Computer science; Remote sensing; Geography; Linguistics; Philosophy","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":[0.00005902218,0.0002916621,0.0002480672,0.000141487,0.000067628,0.00003969187,0.000121915,0.0002921368,0.0001576626],"category_scores_gemma":[0.00001922723,0.0003123517,0.00004648969,0.00001628912,0.0001402231,0.00006694187,0.0000942094,0.0002957229,0.00008390345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492367,"about_ca_system_score_gemma":0.00003322343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001396164,"about_ca_topic_score_gemma":0.000007554981,"domain_scores_codex":[0.9991593,0.000004590207,0.0002170986,0.0002616019,0.0001441588,0.0002132979],"domain_scores_gemma":[0.9995064,0.0000208168,0.00005879546,0.0002794998,0.00006164854,0.00007287076],"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":[0.00004759541,0.00001544389,0.00001241033,0.0009921264,0.0001138903,0.0001578704,0.0007225764,0.00001298212,0.321146,0.007931301,0.5045204,0.1643273],"study_design_scores_gemma":[0.0007887208,0.0003694591,0.0001341056,0.0007964024,0.0001052925,0.00005076994,0.00001493824,0.004171154,0.1765266,0.03518387,0.7801276,0.001731037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009274022,0.0001821098,0.03656229,0.000003846513,0.0004767157,0.0005546181,0.0000398711,0.001818733,0.9594344],"genre_scores_gemma":[0.0009943335,0.000151605,0.06950311,0.00005531277,0.0008882772,0.00006497285,0.000101684,0.0002681111,0.9279726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2756072,"threshold_uncertainty_score":0.9999329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005083307293702679,"score_gpt":0.2122874005811727,"score_spread":0.2072040932874701,"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."}}