{"id":"W4240267142","doi":"10.1088/1755-1315/527/1/011001","title":"Preface","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Relevance (law); Session (web analytics); Engineering; Political science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002444494,0.00009341498,0.00008717923,0.00002745907,0.0007874363,0.0002068483,0.0002772622,0.0000263375,0.001082779],"category_scores_gemma":[0.00003893224,0.00009006183,0.00001531271,0.0001961982,0.001778693,0.0007507826,0.0002123357,0.00006549182,0.0001139869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002269486,"about_ca_system_score_gemma":0.0001037477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001202987,"about_ca_topic_score_gemma":0.0001350873,"domain_scores_codex":[0.9987617,0.00002459545,0.00009935683,0.0003163824,0.0004478141,0.0003501492],"domain_scores_gemma":[0.9994964,0.000008973529,0.00003515133,0.00008211214,0.000006744861,0.0003706432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001740802,0.0001457431,0.0149584,0.00005279353,0.00003240375,0.00006444372,0.1982338,0.00003579934,0.196846,0.1576319,0.002841398,0.4289833],"study_design_scores_gemma":[0.0003051002,0.0001570402,0.07713548,0.00001164883,0.00000992647,0.000001808142,0.03102195,0.0001241396,0.02254722,0.0005019538,0.8677577,0.0004259842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223303,0.00006926281,0.00007480361,0.007527839,0.0001073065,0.0002127315,0.000004483088,0.00006376414,0.06960957],"genre_scores_gemma":[0.9944482,0.0007016894,0.0006212373,0.0006209016,0.00005904496,0.000006057909,0.000002354575,0.000003306222,0.003537163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8649163,"threshold_uncertainty_score":0.9998304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174200077226416,"score_gpt":0.2256954240816881,"score_spread":0.203953423309424,"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."}}