{"id":"W4321069895","doi":"","title":"Comparison of photometric phase curves resulting from various observation scenes","year":2021,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Phase (matter); Computer science; Artificial intelligence; Remote sensing; Geology; Computer vision; Computer graphics (images); Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001295562,0.0001229731,0.0002280984,0.0001337389,0.00008938911,0.00007841032,0.0002382408,0.00007303094,0.0001548998],"category_scores_gemma":[0.001292618,0.0001433169,0.00007365148,0.000853252,0.00004086441,0.0001748019,0.00006956226,0.0001432073,0.000006163591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004788952,"about_ca_system_score_gemma":0.00005659889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002490971,"about_ca_topic_score_gemma":0.0004073047,"domain_scores_codex":[0.9981248,0.000773994,0.0004453776,0.0002145756,0.0002996945,0.0001415128],"domain_scores_gemma":[0.9975381,0.0005602613,0.0001498446,0.0006143375,0.001068443,0.00006900127],"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":[0.00001064923,0.001017656,0.01648821,0.0003337432,0.00008731883,0.000003116136,0.004438019,0.0001866003,0.8728372,0.006049526,0.006753674,0.09179424],"study_design_scores_gemma":[0.0004951634,3.201324e-7,0.004471513,0.0008646764,0.00002144896,9.426134e-7,0.00007716833,0.0519613,0.9336753,0.0001614587,0.008128454,0.0001422613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5871065,0.007713317,0.3815637,0.001542086,0.0001780289,0.0002848706,0.00007491391,0.0008395258,0.02069703],"genre_scores_gemma":[0.9593182,0.0008859479,0.03874206,0.00006293676,0.000009880405,0.00001699169,0.0004842965,0.00002239867,0.0004572677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3722117,"threshold_uncertainty_score":0.5844293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04364213056328541,"score_gpt":0.2819402293535722,"score_spread":0.2382980987902867,"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."}}