{"id":"W2298151869","doi":"10.24043/isj.252","title":"Participatory Action Research for Dealing with Disasters on Islands","year":2011,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Participatory action research; Citizen journalism; Action (physics); Context (archaeology); Disaster research; Action research; Sociology; Political science; Geography; Archaeology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.09030394,0.00070658,0.0010455,0.002645323,0.008327273,0.005306423,0.00232343,0.003568345,0.004330486],"category_scores_gemma":[0.05331735,0.0005781493,0.000781585,0.003983859,0.02009245,0.008051698,0.01012076,0.004302653,0.000325559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005014532,"about_ca_system_score_gemma":0.01611307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658122,"about_ca_topic_score_gemma":0.004883095,"domain_scores_codex":[0.8437816,0.1467752,0.002079191,0.002538368,0.003557791,0.001267971],"domain_scores_gemma":[0.8985115,0.08576338,0.004088326,0.00703104,0.002850187,0.001755534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001206467,0.0002727377,0.00353443,0.003764447,0.0001287787,0.0007413444,0.2925506,0.003627025,0.001250696,0.5819604,0.008048968,0.1039999],"study_design_scores_gemma":[0.0001259454,0.0006064774,0.003403726,0.004289713,0.00007167309,0.0005461847,0.2036177,0.00267428,0.001203643,0.5643031,0.2190601,0.00009739259],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1236803,0.01827904,0.5326086,0.142951,0.001888371,0.01112285,0.0003997593,0.0003022965,0.1687679],"genre_scores_gemma":[0.6712779,0.009852818,0.3016188,0.003302655,0.0002294075,0.008545657,0.0001071797,0.0000492562,0.005016345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09030394,"threshold_uncertainty_score":0.4775786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6292809049224616,"score_gpt":0.5206022705987985,"score_spread":0.1086786343236631,"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."}}