{"id":"W4206881940","doi":"","title":"The diversity and complementary nature of mountain activities. Towards a characterisation of mountain cultural landscape","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Urbanism, Landscape, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthur B. McDonald-Canadian Astroparticle Physics Research Institute","funders":"","keywords":"Diversity (politics); Computer science; Geography; Sociology; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005123324,0.0001348021,0.0002978235,0.003379566,0.0009397791,0.002771485,0.0003294359,0.0002949653,0.003876054],"category_scores_gemma":[0.001890888,0.0001556531,0.0002898658,0.003857615,0.002433267,0.001932382,0.001903292,0.0002995615,0.0001614355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003796769,"about_ca_system_score_gemma":0.0003281801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005025452,"about_ca_topic_score_gemma":0.01359141,"domain_scores_codex":[0.9996088,0.000143424,0.00001616248,0.00009069887,0.00007921676,0.00006159526],"domain_scores_gemma":[0.9989402,0.000435611,0.0001974298,0.0001253453,0.0001354475,0.0001660318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005829516,0.00009251137,0.5339758,0.001109885,0.000450927,0.001321626,0.06972417,0.003098616,0.02973656,0.101985,0.002329801,0.255592],"study_design_scores_gemma":[0.000007192814,0.00009477566,0.9265723,0.0001112878,0.00007818788,0.001187619,0.03452189,0.001760218,0.000543156,0.02586624,0.009229585,0.00002754953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662419,0.001132118,0.007342158,0.0002557129,0.000011275,0.00002123876,0.0002944908,0.00001335668,0.02468774],"genre_scores_gemma":[0.9980945,0.000201536,0.001047828,0.00001238221,0.00001249724,0.000008461967,0.00008974633,0.000004179931,0.0005288213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005025452,"threshold_uncertainty_score":0.01296669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157959110120517,"score_gpt":0.2533880038333404,"score_spread":0.2318084127321353,"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."}}