{"id":"W204320845","doi":"10.1177/10704965-0101003-05","title":"Workshop on Sustainable Tourism and Whale Watching in North America: A Baja-to-Bering Case Study","year":2001,"lang":"en","type":"article","venue":"The Journal of Environment & Development","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Commission; Whale; Geography; Political science; State (computer science); Whaling; Environmental protection; Sustainability; Environmental planning; Environmental resource management; Fishery; Ecology; Archaeology; Environmental 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":[],"consensus_categories":[],"category_scores_codex":[0.001018783,0.0002117819,0.0002746449,0.00006953326,0.0002915899,0.00003068288,0.0002715077,0.00002093825,0.0004433905],"category_scores_gemma":[0.00003624335,0.0001460927,0.00003040571,0.000256027,0.00006144627,0.0001724759,0.0009659156,0.0002906799,0.00007853054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003486,"about_ca_system_score_gemma":0.00001154714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126755,"about_ca_topic_score_gemma":0.002638012,"domain_scores_codex":[0.9982106,0.0001374114,0.0005056249,0.0002130456,0.0005147294,0.0004185698],"domain_scores_gemma":[0.9993178,0.000124346,0.0002002899,0.0002000981,0.000004487066,0.0001529315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003029863,0.001242624,0.7219152,0.00001685737,0.0001265851,0.01723176,0.0413551,0.03697031,0.00007622517,0.000002245319,0.0008469143,0.1799132],"study_design_scores_gemma":[0.0006697613,0.0004336905,0.9054503,0.0000377176,0.00003425074,0.000882329,0.03346985,0.00003666799,0.00002177261,0.00001503781,0.05868928,0.0002592676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976067,0.0001822243,0.0001558421,0.0006226688,0.0000270277,0.000464809,1.347978e-7,0.000004514328,0.0009360867],"genre_scores_gemma":[0.9965082,0.001290699,0.001074578,0.0004295232,0.00002900507,0.00001713714,1.63071e-7,0.00001615529,0.0006345056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1835352,"threshold_uncertainty_score":0.5957488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500059687612614,"score_gpt":0.227475240790155,"score_spread":0.2124746439140288,"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."}}