{"id":"W6969403923","doi":"10.5281/zenodo.8083438","title":"Goa's Hospitality Industry: A Study on Status, Opportunities, and Challenges","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Hospitality industry; Revenue; Quarter (Canadian coin); Hospitality management studies; State (computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257948,0.0002202405,0.0002658115,0.002728225,0.002640781,0.003806367,0.0007785058,0.00109265,0.006287718],"category_scores_gemma":[0.002762994,0.0002981935,0.0004538236,0.004830251,0.001690347,0.00496648,0.002540481,0.001387533,0.000866021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003442816,"about_ca_system_score_gemma":0.006884455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02251662,"about_ca_topic_score_gemma":0.06199564,"domain_scores_codex":[0.9990271,0.0002122922,0.00006183938,0.00008380012,0.0002220409,0.0003930246],"domain_scores_gemma":[0.9978876,0.0006587341,0.0005861245,0.00004952429,0.000277762,0.0005402609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000122826,0.0004764276,0.594281,0.003026038,0.00006347056,0.006132805,0.306383,0.00007996191,0.000888104,0.01277983,0.02029833,0.05546817],"study_design_scores_gemma":[0.000002639121,0.00005032276,0.1983668,0.0007128476,0.00001379146,0.0005396417,0.7805926,0.00004896576,0.00005447236,0.0003498226,0.01925184,0.00001632664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785771,0.002346474,0.00006158625,0.007505236,0.00004658889,0.00006721883,0.0003234564,0.000005736571,0.01106651],"genre_scores_gemma":[0.9924191,0.003350622,0.0001096911,0.001464512,0.00003416141,0.00009036275,0.0002202975,0.000006059247,0.00230517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02251662,"threshold_uncertainty_score":0.04477108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09420045050056756,"score_gpt":0.270331548728556,"score_spread":0.1761310982279884,"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."}}