{"id":"W7057204639","doi":"","title":"Heat Migration and Solute Transport in a Discrete Fracture","year":2019,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal conductivity; Heat flow; Limiting; Fracture (geology); Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001390548,0.0002506734,0.000272971,0.0002277518,0.00004809468,0.00003998002,0.0001426775,0.0003357968,0.00005596881],"category_scores_gemma":[0.000001253889,0.0002858532,0.00007034553,0.0002515768,0.00001452316,0.001061595,0.00001344155,0.0003660487,0.000009815273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005801953,"about_ca_system_score_gemma":0.00005103892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003425968,"about_ca_topic_score_gemma":0.001877197,"domain_scores_codex":[0.9992563,0.00001945065,0.0001168791,0.0002569464,0.0001162195,0.000234186],"domain_scores_gemma":[0.9996775,0.00001861764,0.000022274,0.0001798821,0.00001042487,0.00009126858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001374142,0.000287294,0.7504251,0.004332215,0.0007154105,0.001277045,0.0178844,0.09179639,0.001707731,0.001597914,0.1266989,0.001903513],"study_design_scores_gemma":[0.002177282,0.0001828205,0.7668228,0.0008079307,0.0003002973,9.304924e-7,0.00569276,0.02162956,0.008422711,0.0001631501,0.1914988,0.00230093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944682,0.00007154646,0.0002109529,0.002205764,0.0002088361,0.000244929,0.00005301271,0.00022116,0.002315647],"genre_scores_gemma":[0.9671145,0.0008500419,0.000213308,0.00003614201,0.00002978869,8.415092e-7,0.001040184,0.0000544264,0.03066078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07016683,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003415897199725392,"score_gpt":0.1707597723126272,"score_spread":0.1673438751129018,"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."}}