{"id":"W7015540536","doi":"","title":"A trip to Nova Scotia","year":2022,"lang":"en","type":"dissertation","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Plan (archaeology); Work (physics); Feature (linguistics); Context (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":["insufficient_payload"],"category_scores_codex":[0.0001392907,0.0005698514,0.0007254228,0.0006867268,0.0002599563,0.00000714338,0.001358339,0.0005889659,0.008980724],"category_scores_gemma":[0.00007266449,0.000580513,0.0002783251,0.001414756,0.002124158,0.0001896783,0.0006094915,0.0009116922,0.001712118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163783,"about_ca_system_score_gemma":0.00009408826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080063,"about_ca_topic_score_gemma":0.002468282,"domain_scores_codex":[0.9969345,0.00002981815,0.0005530284,0.001006961,0.0009117285,0.0005639436],"domain_scores_gemma":[0.9982924,0.00001378478,0.0005455534,0.0009476894,0.00001226187,0.0001882407],"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":[0.00118014,0.003064595,0.03964034,0.0005279054,0.00107639,0.0008597426,0.007520451,0.007217898,0.1071566,0.003190412,0.6421149,0.1864507],"study_design_scores_gemma":[0.0003854628,0.0003513951,0.0070888,0.00008413722,0.0001075799,0.00002597486,0.001653466,0.000006613498,0.0025175,0.0001999467,0.9868628,0.0007163699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8790668,0.001233785,0.0001114177,0.003624951,0.003642997,0.001312084,0.0002464913,0.0004103222,0.1103511],"genre_scores_gemma":[0.856024,0.0002479821,0.01212191,0.0009403235,0.0001195055,0.0002530129,0.0009104974,0.00021881,0.129164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3447479,"threshold_uncertainty_score":0.9996646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008696854434269463,"score_gpt":0.235137474689739,"score_spread":0.2264406202554696,"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."}}