{"id":"W3161661912","doi":"10.3727/154427321x16201200763364","title":"Exploring the Travel Behavior and Experiences of Norwegian Surfers: Cold-Versus Warm-Water Surfing","year":2021,"lang":"en","type":"article","venue":"Tourism in Marine Environments","topic":"Adventure Sports and Sensation Seeking","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Destinations; Tourism; Norwegian; Geography; Advertising; Football; Business; Marketing","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":[0.0001835969,0.0001201557,0.0001676026,0.0000464948,0.00007268014,0.00001389822,0.00009427022,0.00004334651,0.001729055],"category_scores_gemma":[0.000007115842,0.00008765089,0.00003809956,0.00005966764,0.0000887282,0.0001039153,0.0001142358,0.0001409121,0.00001149588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002301266,"about_ca_system_score_gemma":0.000004223537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001977807,"about_ca_topic_score_gemma":0.00003043652,"domain_scores_codex":[0.9989845,0.00006862932,0.0002775519,0.0002608401,0.0001807113,0.0002277377],"domain_scores_gemma":[0.9995839,0.00005079836,0.00006664534,0.0002518303,0.000004496721,0.00004233919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002601865,0.0008045468,0.470689,0.00002303229,0.0001391895,0.001572841,0.4282091,0.00007741847,0.04819584,0.0005355938,0.00005262189,0.04944065],"study_design_scores_gemma":[0.001092454,0.00004708852,0.866046,0.00001013624,0.00002910224,0.000009512138,0.1085792,0.000007422227,0.02289453,0.00001617434,0.001107444,0.0001610066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966581,0.00003291463,0.00003094926,0.00006906932,0.0006905574,0.000128227,7.45497e-7,0.000005523617,0.002383952],"genre_scores_gemma":[0.9969594,0.00003398239,0.0001827007,0.00003367589,0.00005622168,0.00008782881,0.00001020873,0.00001567081,0.002620348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.395357,"threshold_uncertainty_score":0.9991835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540790608762485,"score_gpt":0.2737663462014209,"score_spread":0.2196872853251724,"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."}}