{"id":"W4254368594","doi":"10.1007/978-94-6300-274-5_1","title":"Introduction","year":2015,"lang":"en","type":"book-chapter","venue":"Transgressions","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Calgary","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004698414,0.0006734581,0.0004232208,0.0008379743,0.001771144,0.004328289,0.001378149,0.002037138,0.4309064],"category_scores_gemma":[0.001832727,0.0002075765,0.0003684217,0.0009554502,0.000881282,0.003470306,0.002182549,0.001798762,0.2490643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504594,"about_ca_system_score_gemma":0.001760614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002696843,"about_ca_topic_score_gemma":0.003295876,"domain_scores_codex":[0.9994051,0.00007114891,0.00002506142,0.0001454865,0.0002783588,0.0000748639],"domain_scores_gemma":[0.999473,0.00009116183,0.00002397838,0.00006214331,0.000243458,0.0001063073],"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":[0.00002410111,0.00004239238,0.0001643794,0.0002446356,0.000002173202,0.0001270882,0.0007701092,0.00008212627,0.0003152358,0.07444715,0.7802993,0.1434813],"study_design_scores_gemma":[8.594921e-7,0.000004130778,0.00006586801,0.00007416928,4.292477e-7,0.00005211522,0.00007713554,0.000007394006,0.00002681605,0.002264513,0.9974251,0.000001504094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005223869,0.004698253,0.001726939,0.004000244,0.003668856,0.00007881309,0.001017192,0.0003354867,0.9839517],"genre_scores_gemma":[0.003462451,0.003218255,0.001012211,0.001986921,0.0006934379,0.00005882289,0.0009731882,0.0001681184,0.9884266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4309064,"threshold_uncertainty_score":0.811743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884718543839111,"score_gpt":0.3106802641049258,"score_spread":0.2618330786665347,"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."}}