{"id":"W4221115231","doi":"10.1007/s40152-022-00264-3","title":"Building planning spaces for the integration of coastal and maritime cultural heritage in local and regional spatial development","year":2022,"lang":"en","type":"article","venue":"MAST. Maritime studies/Maritime studies","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Queen's University; Queen's University Belfast","keywords":"Geography; Cultural heritage; Environmental planning; Spatial planning; Regional science; Environmental resource management; Archaeology; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007555488,0.0003475454,0.000560523,0.0001454161,0.001962183,0.0001834084,0.0001841689,0.00003649757,0.0001243009],"category_scores_gemma":[0.0001480842,0.0002623852,0.00008157433,0.0001142671,0.0009460667,0.0004266117,0.001154604,0.000270348,8.888796e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001187177,"about_ca_system_score_gemma":0.00002550478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009063932,"about_ca_topic_score_gemma":0.01233279,"domain_scores_codex":[0.9980627,0.0001317646,0.000584053,0.0004417332,0.0003875348,0.0003922245],"domain_scores_gemma":[0.9986002,0.0007359814,0.0001982783,0.000126956,0.0003017767,0.00003675079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002369938,0.0004676333,0.01351823,0.0023854,0.004495205,0.00008721873,0.5019296,0.0006779543,0.0004503315,0.16962,0.06909087,0.2349076],"study_design_scores_gemma":[0.002516434,0.0005981146,0.01792239,0.0004740781,0.0002448536,0.00001694882,0.5961589,0.00467357,0.0000626258,0.005019601,0.3715062,0.0008062794],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.807467,0.1467398,0.003161659,0.01994316,0.002495608,0.006477109,0.00068431,0.0003926472,0.01263871],"genre_scores_gemma":[0.9914473,0.0007179391,0.001651381,0.0002994843,0.0002795684,0.0006842652,0.0001084319,0.00002980278,0.004781794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3024154,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1469189782809332,"score_gpt":0.3058500078388656,"score_spread":0.1589310295579323,"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."}}