{"id":"W4380789749","doi":"10.30647/jpp.v5i1.1626","title":"","year":2023,"lang":"","type":"article","venue":"Jurnal Pemberdayaan Pariwisata","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Horticulture; Chemistry; Forestry; Biology; Geography","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":[0.02775391,0.002072431,0.002545831,0.002153448,0.01652568,0.002934218,0.007021703,0.001545754,0.001740716],"category_scores_gemma":[0.006663604,0.002306769,0.00171032,0.01726126,0.004934686,0.004077952,0.005122105,0.005036867,0.001462917],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002814082,"about_ca_system_score_gemma":0.007764586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03588123,"about_ca_topic_score_gemma":0.0364822,"domain_scores_codex":[0.9708733,0.009146758,0.004127429,0.002802219,0.005768046,0.007282245],"domain_scores_gemma":[0.9825317,0.006419755,0.001613482,0.004204706,0.001687971,0.003542389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001357157,0.001796245,0.5853204,0.0006649063,0.0007826106,0.001791236,0.2379405,0.0005615022,0.00009447824,0.02420397,0.1116544,0.03383258],"study_design_scores_gemma":[0.003254323,0.000402307,0.4856969,0.0002746341,0.0002959854,0.00002182838,0.1440999,0.001011292,0.00007736214,0.03114489,0.3313519,0.002368647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883561,0.0005066892,0.00005627214,0.07379577,0.004674193,0.002529861,0.0001555114,0.001650663,0.02827497],"genre_scores_gemma":[0.9728194,0.003397392,0.0002077631,0.001454185,0.002971331,0.0002383282,0.0003220311,0.0002066849,0.01838292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2196975,"threshold_uncertainty_score":0.9997504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04178084490235136,"score_gpt":0.338361019392016,"score_spread":0.2965801744896646,"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."}}