{"id":"W3152175847","doi":"","title":"Micro, Small And Medium Enterprises And Social Networks In Tourism Industry In Manzanillo, Colima, Mexico","year":2014,"lang":"en","type":"article","venue":"Proceedings of International Academic Conferences","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Tourism; Business; Product (mathematics); Social media; Marketing; Face (sociological concept); Point (geometry); Service (business); Geography; Sociology; Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0005753351,0.0001240828,0.0003037453,0.0004001569,0.00003349125,0.00005826579,0.0002457009,0.0004205308,0.00007469279],"category_scores_gemma":[0.000106191,0.0001437846,0.00001952367,0.0001478299,0.0001300149,0.000357532,0.0001087139,0.0006053028,0.000002493666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003880408,"about_ca_system_score_gemma":0.00001818268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003527488,"about_ca_topic_score_gemma":0.00005879302,"domain_scores_codex":[0.9988335,0.000002394629,0.0006589844,0.0002945655,0.00003762382,0.0001729422],"domain_scores_gemma":[0.9993886,0.000048246,0.0004156707,0.00002105425,0.00009925226,0.00002722513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001988138,0.00001874969,0.9598109,0.00003306825,0.000013531,1.150132e-7,0.0005107723,0.000002868777,0.00006525007,0.03852347,0.0002464085,0.0007550452],"study_design_scores_gemma":[0.0006691903,0.00001913795,0.967308,0.00009007958,0.000002213302,0.000003879221,0.0004135858,0.00225081,0.0001774064,0.02285966,0.006032901,0.0001731685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841015,0.0003688581,0.00008308924,0.002112418,0.0002081695,0.00009679719,0.00001230529,0.000009101617,0.01300779],"genre_scores_gemma":[0.9983283,0.0006740512,0.0001386804,0.0004548735,0.0002213339,0.00002168448,0.000007994419,0.000007842154,0.0001452347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566381,"threshold_uncertainty_score":0.5863367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797017542856896,"score_gpt":0.2263006609726593,"score_spread":0.1983304855440903,"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."}}