{"id":"W2147946072","doi":"10.1357/0022240041446209","title":"Winter conditions in the Irminger Sea observed with profiling floats","year":2004,"lang":"en","type":"article","venue":"Journal of Marine Research","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Profiling (computer programming); Environmental science; Climatology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001742135,0.00006412583,0.0001156358,0.00007492211,0.0001376409,0.00008167904,0.0003537456,0.00002864984,0.0004866899],"category_scores_gemma":[0.0001234682,0.00003226593,0.00003978116,0.0007577394,0.0001468353,0.0002668751,0.00001722851,0.0005750068,0.00001722396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007255968,"about_ca_system_score_gemma":0.0002489062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004478785,"about_ca_topic_score_gemma":0.002450694,"domain_scores_codex":[0.9986318,0.0001315215,0.0002076832,0.00008530512,0.0006706527,0.0002730598],"domain_scores_gemma":[0.9992689,0.0002626005,0.00006911039,0.00009711521,0.0002261835,0.00007608752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025969,0.00005115791,0.9951832,0.00002420827,0.00001639286,0.0001968007,0.0001975251,0.001542696,0.00001522209,0.00004404382,0.0002161656,0.002409945],"study_design_scores_gemma":[0.0006609299,0.0005809134,0.9915043,0.0001000288,0.000006526641,0.0002646156,0.001587083,0.0001346864,0.000192174,0.004092846,0.0008112443,0.00006469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899203,0.0002124601,0.00003715909,0.002394736,0.00004360101,0.0001017389,0.000003919707,0.000003468095,0.007282579],"genre_scores_gemma":[0.9977449,0.0001291805,0.001786015,0.00008576409,0.0001476998,5.959798e-7,0.000007545228,0.000002276287,0.00009606429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007824521,"threshold_uncertainty_score":0.5328913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07144087018171182,"score_gpt":0.3105630751594198,"score_spread":0.239122204977708,"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."}}