{"id":"W2008777312","doi":"10.1016/j.annals.2009.04.006","title":"Modeling Place Image","year":2009,"lang":"en","type":"article","venue":"Annals of Tourism Research","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University; Carleton University; Nipissing University","funders":"","keywords":"Image (mathematics); Sociology; Computer vision; Computer science","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":[0.00984549,0.00012857,0.0002621251,0.0006760181,0.0008350784,0.000238639,0.001373642,0.0001732593,0.0008078913],"category_scores_gemma":[0.002956843,0.0001313711,0.0001601681,0.001050753,0.0006666745,0.000693864,0.0002233184,0.0007498071,0.0004317444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005593831,"about_ca_system_score_gemma":0.0006142011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008605801,"about_ca_topic_score_gemma":0.0001920921,"domain_scores_codex":[0.9937704,0.0009283883,0.0003174478,0.000401373,0.003178302,0.001404137],"domain_scores_gemma":[0.996603,0.0004416276,0.00005032905,0.0005372282,0.001903286,0.000464546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004943617,0.001082546,0.0001104022,0.0000624085,0.00009776899,0.00133827,0.01093227,0.0009144317,0.005078415,0.1621101,0.7591004,0.05867857],"study_design_scores_gemma":[0.00227809,0.002483557,0.00191314,0.0005109636,0.00002470948,0.000006271348,0.04815365,0.02472359,0.0270289,0.7437589,0.1475177,0.00160063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3485378,0.0006622712,0.0001545226,0.08470026,0.00009415583,0.0005230882,0.000008573131,0.0001011352,0.5652182],"genre_scores_gemma":[0.9871097,0.001568167,0.001561757,0.0002138781,0.0006514067,0.00000770802,0.000002279101,0.00001622394,0.00886894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6385718,"threshold_uncertainty_score":0.997996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2720358086722351,"score_gpt":0.5147130184110175,"score_spread":0.2426772097387824,"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."}}