{"id":"W4378187701","doi":"10.29173/spectrum181","title":"Mapping Danger","year":2023,"lang":"en","type":"article","venue":"Spectrum","topic":"Mining and Resource Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Indigenous; Natural resource; Domestic violence; Resource (disambiguation); Political science; Grey literature; Economic growth; Geography; Criminology; Poison control; Sociology; Suicide prevention; Economics; Law; Ecology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001569595,0.0007610248,0.0004829261,0.00341171,0.005010327,0.008302148,0.001880902,0.002150429,0.3170039],"category_scores_gemma":[0.007482485,0.000308835,0.0006367472,0.004258196,0.001709058,0.005874908,0.00556034,0.001748485,0.1022977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004118131,"about_ca_system_score_gemma":0.007423445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03574893,"about_ca_topic_score_gemma":0.05106501,"domain_scores_codex":[0.9981886,0.0003698847,0.0001042375,0.0003299034,0.000678306,0.0003291147],"domain_scores_gemma":[0.9975696,0.0004792781,0.0001637449,0.0003752121,0.001097812,0.0003142845],"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":[0.00009517276,0.00005262665,0.003848583,0.0007076198,0.00001933972,0.0006070423,0.006996924,0.0003420115,0.0004001332,0.1183729,0.5991148,0.2694427],"study_design_scores_gemma":[0.000004233541,0.000006554311,0.0008104655,0.0002681076,0.000004464557,0.0001557821,0.002786976,0.00007686168,0.00007066422,0.005831021,0.9899771,0.000007746995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004673169,0.001605922,0.006717152,0.007627781,0.001693431,0.0003560208,0.006577472,0.0008246729,0.9699243],"genre_scores_gemma":[0.09867075,0.006199522,0.01503284,0.005931986,0.0005447263,0.00084411,0.01338498,0.001173423,0.8582177],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3170039,"threshold_uncertainty_score":0.974211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136413024211349,"score_gpt":0.1953350787483864,"score_spread":0.1839709485062729,"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."}}