{"id":"W2767349936","doi":"10.1080/13527258.2017.1399285","title":"Endangerment-driven heritage volunteering: democratisation or ‘Changeless Change’","year":2017,"lang":"en","type":"article","venue":"International Journal of Heritage Studies","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arts and Humanities Research Council; York University","keywords":"Neoliberalism (international relations); Austerity; Agency (philosophy); Materiality (auditing); Democratization; Sociology; Cultural heritage management; Environmental ethics; Harm; Political science; Cultural heritage; Political economy; Politics; Social science; Aesthetics; Law; Democracy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002694263,0.000189381,0.0002970038,0.000134639,0.0006106003,0.0007380971,0.000795579,0.00003356174,0.0009290976],"category_scores_gemma":[0.0002448448,0.0001355211,0.0001470966,0.00001607824,0.000233764,0.002197696,0.0002937367,0.0001498116,0.00002595558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136317,"about_ca_system_score_gemma":0.00001561808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001289682,"about_ca_topic_score_gemma":0.004106961,"domain_scores_codex":[0.998594,0.00004224573,0.0004762055,0.0001506057,0.0005532184,0.0001836889],"domain_scores_gemma":[0.9978836,0.00006385212,0.0007749514,0.0001965075,0.001032059,0.00004904416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002162986,0.0007279662,0.03550911,0.0005923043,0.008402636,0.002103402,0.5068251,0.00004675179,0.002502776,0.09537832,0.1343078,0.2114408],"study_design_scores_gemma":[0.002630988,0.0006842904,0.03039558,0.0009169252,0.0002210369,0.00006955621,0.07916827,0.0003275483,0.0003511609,0.003630742,0.8809198,0.0006841199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124749,0.004373822,0.0001195109,0.02399426,0.01901182,0.0007428945,0.0001320593,0.0001176185,0.03903314],"genre_scores_gemma":[0.9820331,0.001198529,0.000376165,0.0003677963,0.004758771,0.00002733382,0.00001106903,0.00002065963,0.01120658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.746612,"threshold_uncertainty_score":0.9999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3017817290359282,"score_gpt":0.3547149241953634,"score_spread":0.05293319515943523,"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."}}