{"id":"W4400401171","doi":"10.32920/26196974.v1","title":"Barks and bites: dog-friendly dining experiences","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Advertising; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006898235,0.0002968172,0.0003121905,0.0005925747,0.003699582,0.00212975,0.0005649881,0.0005324779,0.003801846],"category_scores_gemma":[0.001765297,0.0002121314,0.0002238682,0.0007123146,0.002881171,0.001007428,0.001986909,0.0007374665,0.0002106329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003154889,"about_ca_system_score_gemma":0.002396299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3813375,"about_ca_topic_score_gemma":0.7304655,"domain_scores_codex":[0.9994635,0.0001772268,0.00001559464,0.00005998676,0.0001132465,0.0001705493],"domain_scores_gemma":[0.9991646,0.0002630761,0.0001482898,0.00004231931,0.00009838276,0.0002833614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002758342,0.0001009899,0.1263303,0.0002188864,0.00003860672,0.001730393,0.8399386,0.0001173321,0.003923255,0.001094931,0.003305144,0.02292557],"study_design_scores_gemma":[0.000005664262,0.0001148229,0.1641872,0.00008615042,0.00002325095,0.0006484173,0.8080382,0.0001402655,0.0004092024,0.0001373628,0.0261567,0.00005272385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955101,0.0002440352,0.0001690076,0.0001413531,0.00001177034,0.00000820624,0.00008427208,0.000007093,0.003824308],"genre_scores_gemma":[0.9973683,0.0003190464,0.0002178448,0.0000921895,0.00000463513,0.000005504175,0.0000887201,0.000006129538,0.001897699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3813375,"threshold_uncertainty_score":0.7582357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039350817079004,"score_gpt":0.2467756783648798,"score_spread":0.2263821701940898,"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."}}