{"id":"W3021962194","doi":"10.1016/j.envdev.2013.01.001","title":"Book review","year":2013,"lang":"en","type":"article","venue":"Environmental Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Livelihood; Climate change; Adaptation (eye); Stakeholder; Perception; Tourism; Environmental resource management; Environmental planning; Geography; Political science; Psychology; Public relations; Agriculture; Environmental science; Ecology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002962728,0.00008318609,0.00009634694,0.00003075393,0.000335251,0.00004423973,0.0002790067,0.00003265455,0.1181706],"category_scores_gemma":[0.00002650835,0.00008038575,0.00003265797,0.00005507841,0.0001748773,0.0003187598,0.0001511613,0.00008421812,0.02822534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003184034,"about_ca_system_score_gemma":0.00007758395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164086,"about_ca_topic_score_gemma":0.000006333558,"domain_scores_codex":[0.9985877,0.00007435171,0.0001455024,0.0001826694,0.0006683511,0.0003414],"domain_scores_gemma":[0.9996147,0.00002408733,0.00003296936,0.0001323475,0.000004818226,0.0001910923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[4.677653e-7,0.00005568566,0.0005918409,0.00001897397,0.00001219576,0.00001436007,0.0006548028,1.114773e-7,0.0000687755,0.00008018713,0.9650742,0.03342836],"study_design_scores_gemma":[0.0000662819,0.000005609427,0.01861343,0.00007181416,0.000002291007,3.802425e-7,0.0003996359,3.230226e-7,0.0002790104,0.00004468394,0.9804029,0.0001135777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02000002,0.2937,0.00003799284,0.0428458,0.0004563086,0.00323311,0.000003750526,0.0002201988,0.6395028],"genre_scores_gemma":[0.07414286,0.1978657,0.005778139,0.06336942,0.0002914398,0.000589175,0.00003984793,0.00004971414,0.6578737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09583434,"threshold_uncertainty_score":0.9725313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148119103843874,"score_gpt":0.2662305219214692,"score_spread":0.2547493308830304,"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."}}