{"id":"W3089370988","doi":"10.1186/s41072-020-00074-y","title":"Internet page content analysis of north European Sea ports","year":2020,"lang":"en","type":"article","venue":"Journal of Shipping and Trade","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Emera","keywords":"German; Estonian; The Internet; Content analysis; Geography; Advertising; Business; Sociology; World Wide Web; Linguistics; Computer science; Social science; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001334554,0.00006562065,0.0002443158,0.00008470041,0.000008817448,0.00001689328,0.00006042625,0.0000133469,0.00001583165],"category_scores_gemma":[0.00002689474,0.00005367326,0.0001008218,0.00013797,0.00001925993,0.00003940074,0.00001044516,0.0001465751,3.679937e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005865662,"about_ca_system_score_gemma":0.000004319461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000795141,"about_ca_topic_score_gemma":0.000008712412,"domain_scores_codex":[0.9994113,0.00001757971,0.0003497274,0.00004716982,0.00009855377,0.00007564943],"domain_scores_gemma":[0.9996939,0.00002218421,0.0001132977,0.00004117105,0.00001820949,0.0001112341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000438472,0.00006909338,0.9165199,0.0003829543,0.003787015,0.00117822,0.003617913,0.03204175,0.0005724899,0.0001809371,0.003596544,0.03800933],"study_design_scores_gemma":[0.0002118941,0.00009085988,0.9636476,0.00004820384,0.0006765575,0.00003354487,0.00008600801,0.03142254,0.0001374988,0.000004698853,0.00354758,0.0000930304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900241,0.0006861746,0.007468251,0.0004445662,0.00009194185,0.00002094532,0.00001382028,0.00003935766,0.001210872],"genre_scores_gemma":[0.9993975,0.0001739225,0.0001987456,0.0001209369,0.00008462599,5.207697e-8,0.000002986137,0.00001396889,0.000007252303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04712768,"threshold_uncertainty_score":0.2188732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06836474465528819,"score_gpt":0.2080464571622279,"score_spread":0.1396817125069398,"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."}}