{"id":"W7052638430","doi":"","title":"Snow Lake Resources Discovers Gallium in Ontario: A Critical Mineral Driving AI and Data Center Advancements","year":2025,"lang":"en","type":"other","venue":"","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Snow; Mineral; Center (category theory); Mineral resource classification; Gallium","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007583575,0.0002427075,0.0001736905,0.0006710495,0.005854791,0.003346867,0.0009136499,0.001348348,0.02741562],"category_scores_gemma":[0.002175368,0.0002548356,0.0002725903,0.001143345,0.001517542,0.001072481,0.00209809,0.001354235,0.002286413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03950416,"about_ca_system_score_gemma":0.1063738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892222,"about_ca_topic_score_gemma":0.9980211,"domain_scores_codex":[0.9987795,0.00005548371,0.00002119444,0.00006022775,0.000528909,0.0005547678],"domain_scores_gemma":[0.9971039,0.0001776858,0.0001545488,0.00006612633,0.001237722,0.001260059],"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":[0.0002578455,0.0001124531,0.1371588,0.0003028075,0.00003410964,0.001818354,0.005277109,0.0008156861,0.003164338,0.01251851,0.7482089,0.09033114],"study_design_scores_gemma":[0.00004045998,0.00005613252,0.2477162,0.0002205797,0.00003103586,0.0002139131,0.02805698,0.001649118,0.0007586507,0.001753813,0.7194567,0.00004640564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3051933,0.002448971,0.001255776,0.2401783,0.001225611,0.0003754935,0.0153916,0.0007271154,0.4332038],"genre_scores_gemma":[0.6209765,0.002711543,0.002424063,0.01412403,0.0003171064,0.00009093781,0.003625711,0.0003192751,0.3554108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9725844,"threshold_uncertainty_score":0.2866241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075771362255731,"score_gpt":0.2659947715014864,"score_spread":0.2552370578789291,"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."}}