{"id":"W4388774483","doi":"10.30647/jip.v28i3.1764","title":"","year":2023,"lang":"","type":"article","venue":"Jurnal Ilmiah Pariwisata","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Tourism; Focus group; Baseline (sea); Documentation; Government (linguistics); Geography; Rural tourism; Qualitative property; Environmental resource management; Business; Marketing; Political science; Tourism geography; Computer science; Archaeology","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.02551757,0.0016352,0.002115225,0.001749542,0.01521088,0.002517851,0.006426325,0.001425304,0.001015753],"category_scores_gemma":[0.006518314,0.001780187,0.001353154,0.01540006,0.004206474,0.003475835,0.004399562,0.004587802,0.001045293],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00246999,"about_ca_system_score_gemma":0.0077594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02836402,"about_ca_topic_score_gemma":0.02019719,"domain_scores_codex":[0.9753737,0.007867749,0.003513976,0.002214381,0.004911521,0.006118716],"domain_scores_gemma":[0.9853117,0.005549922,0.001325673,0.003504643,0.001513273,0.002794719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001259868,0.001752047,0.528072,0.0006868318,0.0007347286,0.001732058,0.3084174,0.0005164342,0.0001366973,0.0298182,0.07317276,0.05370094],"study_design_scores_gemma":[0.002793781,0.0003637475,0.4082169,0.0002654933,0.0002400694,0.00001247866,0.1727992,0.0009124746,0.0001108583,0.02647331,0.3858322,0.00197953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8998246,0.0005620524,0.00006737923,0.07591444,0.004422233,0.002280974,0.0001047714,0.00132635,0.0154972],"genre_scores_gemma":[0.9752638,0.004195976,0.0002181736,0.001497577,0.002444423,0.0002170558,0.0002181907,0.0001445648,0.01580025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3126594,"threshold_uncertainty_score":0.9998975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04711295310322247,"score_gpt":0.3432631516016369,"score_spread":0.2961501984984144,"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."}}