{"id":"W7059913162","doi":"","title":"Editorial","year":2024,"lang":"en","type":"other","venue":"e-space (Manchester Metropolitan University)","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Craft; Theme (computing); Sustainability; Product (mathematics); Service (business); Environmentalism; Cultural heritage","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002070517,0.001278371,0.001168949,0.001994,0.002271446,0.007687058,0.002233062,0.005019066,0.3532593],"category_scores_gemma":[0.01126897,0.0004558955,0.001095188,0.001152148,0.0009628815,0.004286573,0.002605352,0.004821091,0.2089587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00179817,"about_ca_system_score_gemma":0.002947987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147427,"about_ca_topic_score_gemma":0.002037781,"domain_scores_codex":[0.9972326,0.0002714893,0.0002143477,0.0005414508,0.001413078,0.0003269849],"domain_scores_gemma":[0.9933428,0.001106261,0.000330395,0.0005831677,0.003151168,0.001486199],"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":[0.00001172362,0.000009002109,0.00003470008,0.0001041932,0.000002585262,0.00004529013,0.00001972309,0.0000100302,0.00005807071,0.0007900614,0.9833507,0.015564],"study_design_scores_gemma":[0.00000456048,0.000005459144,0.00007538574,0.0001023241,0.000001720568,0.00004072588,0.00002768115,0.000008330807,0.00003146629,0.0002947457,0.9994049,0.000002674966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001717076,0.007650805,0.0003181926,0.04063446,0.8471017,0.00007502285,0.0007921204,0.0004106874,0.1028454],"genre_scores_gemma":[0.003078505,0.01105585,0.0005183198,0.0414864,0.4928494,0.0001119346,0.001534378,0.0005426788,0.4488225],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6467407,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005970456170427033,"score_gpt":0.1951890721218948,"score_spread":0.1892186159514678,"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."}}