{"id":"W4365444608","doi":"10.2172/1969164","title":"NA-22 Quarterly Report Physics Experiment 1: A Component of LYNM (Q2FY23)","year":2023,"lang":"en","type":"report","venue":"","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Radioactive waste; Quarter (Canadian coin); Environmental science; Vadose zone; Telecommuting; Meteorology; Engineering; Transport engineering; Operations research; Waste management; Physics; Groundwater; Geography; Mechanical engineering; Archaeology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004576619,0.0003158094,0.0005210556,0.00005741517,0.00006233989,0.0000213027,0.0002516178,0.0001711187,0.005036586],"category_scores_gemma":[0.00001743731,0.0002808408,0.0002827691,0.0002277536,0.0001895287,0.0001135833,0.00005965326,0.0002057669,0.0006704901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006615348,"about_ca_system_score_gemma":0.0001237472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003245643,"about_ca_topic_score_gemma":0.0001505195,"domain_scores_codex":[0.9968126,0.00005127938,0.0006936495,0.0006019702,0.0015693,0.0002711372],"domain_scores_gemma":[0.9988691,0.00005173304,0.0002998137,0.000591476,0.00006663716,0.0001212147],"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":[0.0001421621,0.004492177,0.04075029,0.0008298616,0.002019126,0.003992237,0.009179784,0.0004583651,0.1023674,0.001858002,0.4913745,0.3425361],"study_design_scores_gemma":[0.001812724,0.001076512,0.3216048,0.0003655211,0.0003867343,0.0005621872,0.001702213,0.0007652811,0.0612259,0.0004748671,0.6076276,0.002395747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06388886,0.0000996092,0.01068681,0.0001656595,0.002312414,0.001063835,0.00007257807,0.0002649029,0.9214453],"genre_scores_gemma":[0.8972886,0.0001367409,0.0003655113,0.00004706504,0.0001635772,0.0001276908,0.0002492222,0.00008249436,0.1015391],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8333997,"threshold_uncertainty_score":0.9999644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05864099687925244,"score_gpt":0.318430901828183,"score_spread":0.2597899049489305,"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."}}