{"id":"W4401766256","doi":"10.53720/ruwg9149","title":"Cruising and Code","year":2024,"lang":"en","type":"article","venue":"The AnaChronisT","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Code (set theory); Programming language; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004105674,0.00003929758,0.0000374426,0.00002136992,0.0006237432,0.0003267663,0.00009965823,0.00001423961,0.0001695281],"category_scores_gemma":[0.00001024132,0.00002736462,0.00001538003,0.0001112191,0.0002003021,0.00007462361,0.00004898207,0.00004818106,0.0001016218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005199035,"about_ca_system_score_gemma":0.00006107452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000779856,"about_ca_topic_score_gemma":0.002492966,"domain_scores_codex":[0.9995671,0.00003278361,0.00005027353,0.00009305831,0.0001234615,0.0001333212],"domain_scores_gemma":[0.9998457,0.00004452727,0.000007544127,0.00006741555,0.00000633902,0.00002847905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004011297,0.00000895739,0.0001136654,0.00003386574,0.00004065389,0.00003139432,0.02724529,0.000002197782,0.00006082128,0.6308005,0.1833114,0.1583472],"study_design_scores_gemma":[0.00002574484,0.000004434593,0.0004564199,0.00001737319,0.00001142936,3.582776e-7,0.001794739,0.0001139073,0.00001103943,0.00521045,0.9923061,0.00004798862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08120614,0.00806391,0.001074999,0.06619122,0.001069514,0.0003746327,0.00000364227,0.0004194531,0.8415965],"genre_scores_gemma":[0.9669416,0.0006595353,0.00008423979,0.0002407778,0.000312506,0.000005421542,9.627004e-7,0.000005438284,0.03174952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8857355,"threshold_uncertainty_score":0.4797392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363995498863034,"score_gpt":0.3320626841916255,"score_spread":0.3084227292029951,"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."}}