{"id":"W4300617126","doi":"10.4095/219949","title":"Towards integrated Earth sensing: advanced technologies for in situ sensing in the context of Earth observation","year":2002,"lang":"en","type":"report","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Earth (classical element); Earth observation; Context (archaeology); In situ; Remote sensing; Earth system science; Earth observation satellite; Astrobiology; Geology; Engineering; Aerospace engineering; Geography; Meteorology; Physics; Satellite; Astronomy; Oceanography","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":[0.005588306,0.001285609,0.001061352,0.001776583,0.0005068603,0.003333151,0.001943063,0.003267483,0.003834783],"category_scores_gemma":[0.003784681,0.0006086964,0.0005637903,0.003906018,0.00183272,0.007738317,0.003758668,0.003601944,0.001699384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008242359,"about_ca_system_score_gemma":0.001584596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801187,"about_ca_topic_score_gemma":0.002623138,"domain_scores_codex":[0.9976272,0.0007621507,0.00009326385,0.0002800968,0.001091584,0.0001457249],"domain_scores_gemma":[0.9971091,0.001133218,0.0002077662,0.0005987208,0.0007773676,0.0001738234],"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":[0.0001650808,0.0002711531,0.004052048,0.001256712,0.0001221515,0.0002952307,0.0008422472,0.008945923,0.0391508,0.2034774,0.03155132,0.7098699],"study_design_scores_gemma":[0.00005496896,0.0002394558,0.003888232,0.0005314068,0.00008125381,0.0006613121,0.0004993372,0.03978628,0.02693249,0.2787673,0.6484424,0.0001154468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.006696881,0.02286869,0.937524,0.007970236,0.0006858135,0.0002464268,0.0005667747,0.001372901,0.02206839],"genre_scores_gemma":[0.04644237,0.02415652,0.9169485,0.00153147,0.000795744,0.0003243791,0.00177553,0.000228086,0.007797439],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005588306,"threshold_uncertainty_score":0.02955413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04533855783042619,"score_gpt":0.2656424150064206,"score_spread":0.2203038571759944,"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."}}