{"id":"W4398618493","doi":"10.7910/dvn/dynawt/v32zrf","title":"L2.txt","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Point cloud; Fractal; Replication (statistics); Tree (set theory); Laser scanning; Geometry; Point (geometry); Mathematics; Geology; Computer science; Physical geography; Geography; Laser; Artificial intelligence; Optics; Physics; Statistics; Combinatorics; Mathematical analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001366776,0.00492433,0.002380154,0.004721129,0.001179212,0.00460503,0.005257679,0.003144085,0.2348863],"category_scores_gemma":[0.007033422,0.001302523,0.002032596,0.008893217,0.0007179637,0.003759308,0.004185798,0.002974031,0.3701296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682527,"about_ca_system_score_gemma":0.002043046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02323894,"about_ca_topic_score_gemma":0.03297155,"domain_scores_codex":[0.9985306,0.0002556091,0.0001486725,0.000482228,0.0002815761,0.0003012148],"domain_scores_gemma":[0.9976106,0.0005581677,0.0001896464,0.0007902431,0.0005231578,0.00032819],"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":[0.00002620438,0.000008325629,0.0001104532,0.0001997655,0.00001162853,0.000005699002,0.000008267402,0.00009250487,0.00002815546,0.0002071482,0.9985884,0.0007135142],"study_design_scores_gemma":[0.0002151485,0.00001804119,0.001143556,0.00021057,0.00001861113,0.00003051672,0.0000699208,0.0005060363,0.0002472816,0.002351993,0.9951579,0.00003041956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003491028,0.00003264504,0.00004743782,0.00005837892,0.00002731235,0.000006052546,0.9979749,0.001087855,0.0007304637],"genre_scores_gemma":[0.0001717586,0.00003364514,0.0001467044,0.00005519363,0.00001104584,0.00003463293,0.9987503,0.0002842679,0.0005123778],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7651137,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322673037032948,"score_gpt":0.2259884085596669,"score_spread":0.2127616781893374,"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."}}