{"id":"W7077246566","doi":"","title":"En litteraturstudie om grundvattendata och modeller som möjliga verktyg inom mineralprospektering","year":2025,"lang":"en","type":"other","venue":"Lund University Publications Student Papers (Lund University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundwater; Drilling; Drill; China; Mineral exploration; Key (lock)","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":[0.00628571,0.001345108,0.001342931,0.002365906,0.0005946496,0.003706582,0.001477112,0.001395029,0.01600789],"category_scores_gemma":[0.01101604,0.001140833,0.002121356,0.003510411,0.0009315782,0.002506714,0.00243744,0.003017771,0.008353262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002224517,"about_ca_system_score_gemma":0.003791767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01407502,"about_ca_topic_score_gemma":0.01148302,"domain_scores_codex":[0.997783,0.0004329751,0.0002053555,0.0004981132,0.0009635138,0.0001171437],"domain_scores_gemma":[0.9939579,0.003710007,0.0003015934,0.0006260628,0.001272215,0.0001322138],"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":[0.0001075757,0.0002767532,0.001699284,0.002246578,0.0002508906,0.0005299564,0.0008480314,0.07500037,0.001910508,0.02640931,0.07914543,0.8115754],"study_design_scores_gemma":[0.00004968004,0.0001382164,0.003801629,0.00330634,0.0001813557,0.0008685371,0.0005482488,0.0731697,0.008868009,0.06598637,0.8429338,0.0001479625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04244625,0.2372421,0.6231255,0.01224427,0.00610405,0.0003160288,0.01023439,0.007166062,0.06112142],"genre_scores_gemma":[0.1805722,0.2814586,0.346709,0.002168827,0.00320289,0.0007185211,0.02463275,0.00879363,0.1517435],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01600789,"threshold_uncertainty_score":0.05355173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00863629849270321,"score_gpt":0.2009934572913527,"score_spread":0.1923571587986495,"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."}}