{"id":"W6919113841","doi":"10.60510/awfwi02221","title":"IGSN AWFWI02221 (EN22006-T16): Individual Sample (Biology, plant - Betula glandulosa) from Mackenzie Delta (Caribou Hills), Northwest Territories, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Delta; Sample (material); Vegetation (pathology); Hydrology (agriculture); Quality (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007869015,0.001397834,0.0009981637,0.006091716,0.001506485,0.001784071,0.001800436,0.001111853,0.172183],"category_scores_gemma":[0.002681202,0.0005909249,0.000520064,0.01106352,0.000371638,0.0006992558,0.001463314,0.0006554083,0.2222028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813512,"about_ca_system_score_gemma":0.004439646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2189428,"about_ca_topic_score_gemma":0.3000412,"domain_scores_codex":[0.9993197,0.00002847015,0.00004513595,0.00015551,0.0002817475,0.0001695148],"domain_scores_gemma":[0.997928,0.0001718706,0.0001570895,0.000428819,0.0009939173,0.0003202989],"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":[0.00008958892,0.00002187041,0.00230294,0.0002882903,0.00001450137,0.00002985689,0.00009423357,0.0001599235,0.0008218029,0.0007470587,0.9838651,0.01156495],"study_design_scores_gemma":[0.0000455815,0.00001355643,0.01395902,0.0001018218,0.00002064249,0.00005596214,0.0001402666,0.0001669711,0.0007921784,0.0004869209,0.984203,0.00001409173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001299885,0.00006350887,0.0005300303,0.00004039823,0.00002778927,0.00003893104,0.9751815,0.001021493,0.02179646],"genre_scores_gemma":[0.001382222,0.00008394811,0.001238939,0.00004496089,0.00001002195,0.0001035886,0.9805474,0.0007938756,0.01579499],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7810572,"threshold_uncertainty_score":0.5760096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220619097683923,"score_gpt":0.2363359569907807,"score_spread":0.2142740472223884,"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."}}