{"id":"W2886957844","doi":"10.31988/scitrends.2715","title":"My Science Life: Assistant Professor John W. Jamieson, Canada Research Chair In Marine Geology","year":2017,"lang":"en","type":"article","venue":"Science Trends","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Management; Geology; Computer science","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005992806,0.0001479354,0.0002582352,0.0008400598,0.003278338,0.0004046792,0.002816109,0.00006141933,0.001731591],"category_scores_gemma":[0.002511442,0.0001053882,0.00003598402,0.00277658,0.004721611,0.0006152685,0.0003276342,0.0004539595,0.00008141621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006425369,"about_ca_system_score_gemma":0.002908553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7652912,"about_ca_topic_score_gemma":0.9562568,"domain_scores_codex":[0.9956784,0.0001058619,0.0002952738,0.0008728781,0.001670344,0.001377246],"domain_scores_gemma":[0.9980586,0.0001275471,0.0001268196,0.0008674135,0.000317638,0.0005019625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001693876,0.00002081482,0.925004,0.00000409005,0.000002367475,0.00005197886,0.0001176202,0.002190463,0.00008973837,0.0003664965,0.0004037181,0.07173175],"study_design_scores_gemma":[0.0001542278,0.00007825838,0.9413621,0.000009472486,0.000002508033,0.000004251145,0.0003366875,0.05515449,0.00007019845,0.0007032626,0.001973562,0.0001510235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259518,0.00006938253,0.00000562683,0.01135256,0.0005190357,0.00005063466,0.00001279144,0.00001964104,0.06201851],"genre_scores_gemma":[0.9947395,0.00002047715,0.000353172,0.000185456,0.00008203292,0.000002733317,0.000008273812,0.000001710424,0.004606633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1909657,"threshold_uncertainty_score":0.999181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06822608178400894,"score_gpt":0.3309408057004788,"score_spread":0.2627147239164699,"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."}}