{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005274928,0.0005227303,0.0003902283,0.002031168,0.009143553,0.0104834,0.001225653,0.002224323,0.008232406],"category_scores_gemma":[0.01291618,0.0002401441,0.0004061445,0.001714258,0.07018346,0.008435235,0.007525738,0.004160748,0.00137156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005317776,"about_ca_system_score_gemma":0.005052322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007344551,"about_ca_topic_score_gemma":0.009977587,"domain_scores_codex":[0.9929551,0.003780273,0.0002263832,0.001021912,0.001422696,0.000593563],"domain_scores_gemma":[0.9929153,0.003243749,0.0004849805,0.002137479,0.0008598136,0.0003587528],"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":[0.00001017888,0.000002964816,0.0001809834,0.00003264293,0.000002192848,0.00005211929,0.03003543,0.00006206377,0.00008645486,0.9584186,0.003151214,0.007965161],"study_design_scores_gemma":[0.000009198325,0.00001996483,0.0004747177,0.0003731198,0.000007275697,0.000239657,0.0202202,0.0003526053,0.0005006962,0.4946177,0.4831631,0.00002164681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04148632,0.004653643,0.05889979,0.01938775,0.001164429,0.0001250285,0.0001554642,0.0002739574,0.8738537],"genre_scores_gemma":[0.8841405,0.002018774,0.010824,0.003512779,0.0004579988,0.0002284247,0.0001192036,0.0003892576,0.09830909],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0104834,"threshold_uncertainty_score":0.03858334,"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."}}