{"id":"W2143863317","doi":"10.7202/013737ar","title":"Spectral Characteristics of Greenland Lichens","year":2006,"lang":"en","type":"article","venue":"Géographie physique et Quaternaire","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Aeronautics and Space Administration","keywords":"Lichen; Crustose; Reflectivity; Geology; Multispectral image; Spectral signature; Remote sensing; Physical geography; Geography; Ecology; Biology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007627947,0.0001551407,0.0001446854,0.0007553153,0.0002130439,0.0002071709,0.00008876438,0.0001149955,0.0007404238],"category_scores_gemma":[0.000125456,0.0000523679,0.00005034074,0.0005922475,0.0001358235,0.0001275963,0.0001221072,0.00008064669,0.0002152973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937544,"about_ca_system_score_gemma":0.00007610299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008617446,"about_ca_topic_score_gemma":0.01979279,"domain_scores_codex":[0.9999423,0.000005279644,0.000003091527,0.00001581203,0.00001489464,0.0000186003],"domain_scores_gemma":[0.9999293,0.000009099654,0.00001773822,0.0000050915,0.00002499673,0.00001375609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004108593,0.00009340979,0.3192445,0.0001747088,0.00004983167,0.0003806203,0.001216529,0.001208361,0.6409605,0.00009902161,0.0002795659,0.0358821],"study_design_scores_gemma":[0.000002420239,0.00009928473,0.9902216,0.000005432953,0.00001118795,0.0002035563,0.0003782298,0.0003535493,0.008320183,0.00001663544,0.0003838235,0.00000412499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992402,0.00004554177,0.00006354343,0.000002246282,3.271425e-7,0.000001695773,0.00008812856,0.000007304222,0.0005510444],"genre_scores_gemma":[0.9990393,0.00005995884,0.000160811,0.000008524393,8.46073e-7,0.000002942902,0.0002590739,0.000003189504,0.0004652756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008617446,"threshold_uncertainty_score":0.01713461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008686977525646412,"score_gpt":0.2164286070152762,"score_spread":0.2077416294896298,"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."}}