{"id":"W7126249328","doi":"10.5281/zenodo.18440768","title":"GDP from Mining in Canada and A New Mega Project","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mega-; Revenue; Real gross domestic product; Copper mining; Economic impact analysis; Value (mathematics); Economic indicator","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":[0.000390071,0.0002802775,0.0002476214,0.002976459,0.001244027,0.001656779,0.0005453307,0.0002445798,0.00274743],"category_scores_gemma":[0.002549632,0.0001276204,0.0004246258,0.007785341,0.0005483653,0.0004601155,0.001334354,0.0006628174,0.0002561336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04186164,"about_ca_system_score_gemma":0.04041688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928509,"about_ca_topic_score_gemma":0.9957085,"domain_scores_codex":[0.9988465,0.00005077988,0.00002619737,0.00005803361,0.0007243808,0.0002940527],"domain_scores_gemma":[0.9986032,0.00006348487,0.0001351951,0.00002494977,0.0009215873,0.000251518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00026661,0.00005248456,0.7801139,0.0003069037,0.00033109,0.001223592,0.001641781,0.015386,0.0005549322,0.04529651,0.06131126,0.09351499],"study_design_scores_gemma":[0.000009661122,0.00001379586,0.9129004,0.0001176995,0.00007432543,0.0002541509,0.002254049,0.004306886,0.0005129912,0.001531188,0.07798269,0.00004221894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8286355,0.003750385,0.0006935915,0.004830896,0.0001302441,0.00003977732,0.06544979,0.0001059972,0.09636386],"genre_scores_gemma":[0.9556102,0.003047989,0.0006575438,0.0001621231,0.00001832281,0.00001698953,0.0244176,0.00003552356,0.01603369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04186164,"threshold_uncertainty_score":0.3037289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248646417321615,"score_gpt":0.204113758891199,"score_spread":0.1816272947179828,"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."}}