{"id":"W7033444553","doi":"","title":"Preliminary hydrodynamic modeling of the steep rock pit lakes, Atikokan, Ontario","year":2012,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Medieval European History and Architecture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Flood myth; Hydrology (agriculture); Excavation; Closure (psychology); Aquatic ecosystem","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":[0.0001204839,0.0004080022,0.0004714819,0.0003857715,0.0009034617,0.00003085436,0.0009709569,0.0001900333,0.001410327],"category_scores_gemma":[0.00002112149,0.0003519799,0.0003871101,0.0001363736,0.0001389199,0.0001891322,0.0001875221,0.0009840602,0.000142831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003592536,"about_ca_system_score_gemma":0.0004016103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268366,"about_ca_topic_score_gemma":0.9474336,"domain_scores_codex":[0.9984601,0.0002642508,0.0003358877,0.0003499473,0.0002372,0.0003526895],"domain_scores_gemma":[0.9985729,0.00008724224,0.0003031656,0.000667145,0.0002385645,0.0001309186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001396614,0.00144447,0.001800501,0.002181189,0.0006861845,0.00006659773,0.7485917,0.004205775,0.0001974923,0.224353,0.0110622,0.004014216],"study_design_scores_gemma":[0.0004625085,0.0001354878,0.001759601,0.0007715244,0.0005527343,0.000003435649,0.002857963,0.001232937,0.00001326444,0.0001220318,0.9915736,0.0005149177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4452315,0.0009979447,0.0000161945,0.00001492807,0.001814132,0.0002525564,0.0000584726,0.00005233952,0.551562],"genre_scores_gemma":[0.5983461,0.000001154361,0.000001443622,0.000001616492,0.0002109256,9.624624e-7,0.0002332197,0.00003595147,0.4011687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9805114,"threshold_uncertainty_score":0.9998932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971718955836811,"score_gpt":0.2029768890743342,"score_spread":0.1732596995159661,"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."}}