{"id":"W2982087825","doi":"10.4095/224835","title":"Ternary radioelement radioactivity map of Manitoba, Manitoba","year":2008,"lang":"en","type":"report","venue":"","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Ternary operation; Radiochemistry; Environmental science; Chemistry; Computer science; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004211555,0.0004461358,0.000638426,0.000132595,0.0001148562,0.0000174678,0.0004614478,0.0002881282,0.01039739],"category_scores_gemma":[0.00001977585,0.0004038493,0.0003381459,0.0001360557,0.0003491403,0.0002467752,0.0001377349,0.0004118272,0.0009040069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001815224,"about_ca_system_score_gemma":0.0001548096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01306418,"about_ca_topic_score_gemma":0.009774207,"domain_scores_codex":[0.9964725,0.000109424,0.0006157968,0.0006736637,0.001742102,0.0003864679],"domain_scores_gemma":[0.998808,0.00007317154,0.0002868219,0.0006047125,0.00006009457,0.0001672258],"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":[0.00008063094,0.001111534,0.3061865,0.0002963024,0.0006118435,0.0004863736,0.0002277146,0.00007710927,0.002038357,0.00007275173,0.5241452,0.1646657],"study_design_scores_gemma":[0.0005298163,0.0001406555,0.3717639,0.00004628963,0.0001013651,0.0002142745,0.0001157363,0.00006940633,0.003541791,0.00002945051,0.6229199,0.0005273385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07269602,0.0004874614,0.004898359,0.0002987943,0.002105814,0.001202299,0.000148066,0.0001307973,0.9180324],"genre_scores_gemma":[0.9346905,0.003570254,0.001461569,0.000182502,0.000477125,0.00009793944,0.0001669591,0.0001150565,0.05923808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8619945,"threshold_uncertainty_score":0.9998739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018115999396138,"score_gpt":0.2499453888809766,"score_spread":0.2197642288870152,"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."}}