{"id":"W2598496019","doi":"","title":"Introduction: Home, Land, Homeland and Home/Land","year":2016,"lang":"en","type":"book-chapter","venue":"Loughborough University Institutional Repository (Loughborough University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homeland; Compendium; Citizen journalism; Citizenship; Participatory action research; Photo-essay; Identity (music); Photography; Media studies; Sociology; Gender studies; Visual arts; Political science; Geography; Art; Aesthetics; Anthropology; Law; Archaeology","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001105675,0.0008719448,0.001046702,0.001089553,0.004770264,0.0002353921,0.00133391,0.001320166,0.0009567397],"category_scores_gemma":[0.0002661037,0.0009812379,0.0004497685,0.0006328778,0.005322373,0.002123651,0.0008187885,0.001234754,0.0003668314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003348007,"about_ca_system_score_gemma":0.003082166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014961,"about_ca_topic_score_gemma":0.001157648,"domain_scores_codex":[0.9937506,0.0009233493,0.0005156621,0.001741179,0.00184751,0.0012217],"domain_scores_gemma":[0.9956955,0.0007256207,0.0005717789,0.00093506,0.0009420112,0.001130064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009721967,0.0001377202,0.00397418,0.0001259594,0.0006033267,0.004439669,0.0015515,0.00004198333,0.00005944864,0.9793512,0.005516468,0.003226398],"study_design_scores_gemma":[0.001987128,0.0001937385,0.001124317,0.0002850387,0.0003756242,0.0001122548,0.0006884131,0.0000113063,0.00003422849,0.00450428,0.9894565,0.001227224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008034079,0.0009131311,0.001871317,0.002511421,0.002664571,0.0008734344,0.0005044219,0.0004828101,0.9821448],"genre_scores_gemma":[0.03823026,0.004851969,0.0009268413,0.00008834203,0.004288365,0.000001322969,0.00009658933,0.00008615592,0.9514301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.98394,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078537511815754,"score_gpt":0.3617547364509768,"score_spread":0.2539009852694014,"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."}}