{"id":"W6983536438","doi":"","title":"Modelling algal biological polishing / submitted to Dave Koren CANMET","year":2018,"lang":"en","type":"report","venue":"Lu Zone Ul (Laurentian University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Uranium mine; Bioaccumulation; Polishing; Uranium mining; Radioactive waste; Uranium ore; Stage (stratigraphy)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00103505,0.001351922,0.001687921,0.004862174,0.000651717,0.0003424984,0.002432257,0.0015497,0.001758588],"category_scores_gemma":[0.0002822127,0.001509802,0.0008315704,0.004232582,0.000508316,0.0005877898,0.001518282,0.00168859,0.002722593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003420622,"about_ca_system_score_gemma":0.002019678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003579,"about_ca_topic_score_gemma":0.01204158,"domain_scores_codex":[0.992203,0.0005130449,0.0008225352,0.002427317,0.002068699,0.001965419],"domain_scores_gemma":[0.9942816,0.0001319677,0.00095758,0.001708888,0.001632531,0.001287434],"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":[0.001496381,0.0009741678,0.006156746,0.0004675383,0.004575098,0.006815173,0.004756788,0.01046719,0.002148666,0.004257046,0.9554175,0.002467759],"study_design_scores_gemma":[0.001032172,0.0002903421,0.0002083961,0.0005706103,0.000971598,0.0001434259,0.001639438,0.001665872,0.0003157891,0.00006775613,0.9909533,0.002141299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2743254,0.001183286,0.09026166,0.0004319461,0.008869137,0.003930666,0.009021468,0.004014249,0.6079622],"genre_scores_gemma":[0.6240212,0.001185218,0.01784584,0.0003760358,0.00839255,0.00001296297,0.01769836,0.001555573,0.3289122],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3496958,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979989823149555,"score_gpt":0.2474680883075275,"score_spread":0.197668190076032,"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."}}