{"id":"W4234094933","doi":"10.7202/1062243ar","title":"Contributors","year":2019,"lang":"en","type":"article","venue":"Newfoundland and Labrador Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001957056,0.0001777945,0.0003586854,0.0000659729,0.0001533911,0.00005321925,0.00007380675,0.00004236988,0.0001244931],"category_scores_gemma":[0.00008516644,0.0001276188,0.00004257124,0.0001555532,0.0001266992,0.0001485257,0.00009878226,0.0000951565,0.002160924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000683057,"about_ca_system_score_gemma":0.00001424686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003487087,"about_ca_topic_score_gemma":0.001031486,"domain_scores_codex":[0.99905,0.00003821894,0.0001556214,0.0002793894,0.000175419,0.0003013567],"domain_scores_gemma":[0.9994169,0.0001786573,0.00006016533,0.0001789031,0.00009409658,0.00007129892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001004817,0.00005018602,0.963154,0.00009044266,0.0004497816,0.00001382471,0.002217917,0.000002994953,0.001636305,0.01723915,0.009453604,0.005591337],"study_design_scores_gemma":[0.003860815,0.0002888335,0.4602913,0.00009511977,0.00009808122,0.00002975636,0.0034795,0.00005599363,0.0000878011,0.001824051,0.5293894,0.0004993158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804029,0.00910183,0.000001569496,0.0003317467,0.0004537402,0.0002159477,0.00003268665,0.0001524891,0.009307099],"genre_scores_gemma":[0.9931094,0.0004649443,0.00004972323,0.0002269566,0.000141501,0.00001137731,0.00000579869,0.00002887839,0.005961389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5199358,"threshold_uncertainty_score":0.998616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840119594549811,"score_gpt":0.2878845013404038,"score_spread":0.2694833053949057,"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."}}