{"id":"W3018823000","doi":"","title":"Contrasting perceptions of anthropogenic coastal agricultural landscape meanings and management in Italy and Canada","year":2016,"lang":"en","type":"article","venue":"EGUGA","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Agriculture; Perception; Environmental resource management; Environmental planning; Archaeology; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005554942,0.00006644544,0.00007654176,0.00001498675,0.00004065949,0.000007522252,0.00004482382,0.000009366021,0.0003787194],"category_scores_gemma":[0.000005497397,0.00004185902,0.000009676934,0.00005360638,0.00008399635,0.00007484891,0.0006975445,0.00002012917,0.000003691014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003591726,"about_ca_system_score_gemma":0.000002825476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1491108,"about_ca_topic_score_gemma":0.7283942,"domain_scores_codex":[0.9994909,0.000009585975,0.0001046506,0.0001470041,0.0001167583,0.0001311255],"domain_scores_gemma":[0.999856,0.00001701591,0.00002848283,0.00005229568,0.000002499095,0.00004369032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009744405,0.00002861751,0.8899139,0.00002367008,0.00001779334,0.00001688624,0.0001980699,0.00001192556,0.007031022,0.0003716357,0.002831318,0.0995454],"study_design_scores_gemma":[0.0004096612,0.00002462712,0.9968567,0.00001883853,0.000009968838,0.000005555034,0.001091136,0.00001520602,0.00006109436,0.00007901407,0.00135052,0.00007767286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788045,0.00001217495,0.00003554617,0.0005422335,0.00002763749,0.0001141676,0.000008883555,0.000006256389,0.02044856],"genre_scores_gemma":[0.9983373,0.00007853121,0.000131434,0.000029592,0.000007069375,0.000005295258,0.000001759912,0.000002745779,0.001406246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5792834,"threshold_uncertainty_score":0.8565554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003069656607247381,"score_gpt":0.1725944544526048,"score_spread":0.1695247978453574,"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."}}