{"id":"W2498141066","doi":"","title":"MRV Scotia Survey 1412S","year":2012,"lang":"en","type":"article","venue":"Duo Research Archive (University of Oslo)","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Computer science; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002711606,0.0003124975,0.0003224479,0.002664356,0.001183159,0.0006840501,0.0006132766,0.0003459251,0.05366908],"category_scores_gemma":[0.0009395562,0.0003264535,0.0002367456,0.003326721,0.0001832121,0.0002103206,0.0008051221,0.000293031,0.01440268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003616087,"about_ca_system_score_gemma":0.005649404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.84097,"about_ca_topic_score_gemma":0.9513454,"domain_scores_codex":[0.9995702,0.00003841349,0.00002196183,0.0000752668,0.0001469319,0.000147234],"domain_scores_gemma":[0.9991511,0.0000469637,0.0001120853,0.00008051889,0.0005082447,0.0001010316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001656856,0.0001099126,0.2394621,0.001255209,0.0001670105,0.001606903,0.003155865,0.001298512,0.01117521,0.00327585,0.591722,0.1451145],"study_design_scores_gemma":[0.00004114384,0.0000569003,0.6830083,0.0001486822,0.00001497021,0.0001754146,0.001054733,0.0003118901,0.0008439161,0.00008422683,0.3142452,0.00001470431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2704786,0.001612253,0.0006454029,0.000722396,0.0002441663,0.0005652523,0.4414119,0.0003716112,0.2839484],"genre_scores_gemma":[0.3248545,0.0008837487,0.001977957,0.0007184377,0.0000709583,0.0005892976,0.1399407,0.0002344019,0.5307299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.84097,"threshold_uncertainty_score":0.3199331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07154072118195129,"score_gpt":0.2663985599097938,"score_spread":0.1948578387278425,"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."}}