{"id":"W1968011186","doi":"10.1108/02637470810913487","title":"A new village in Sri Lanka: learning lessons there, sharing lessons here","year":2008,"lang":"en","type":"article","venue":"Property Management","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Originality; Relevance (law); Sri lanka; Citizen journalism; Value (mathematics); Work (physics); Sociology; Resistance (ecology); Public relations; Perspective (graphical); Social science; Qualitative research; Political science; Engineering; Computer science; Socioeconomics; Law","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":[0.004647683,0.0001304515,0.0001984394,0.0001393234,0.0008077415,0.0001091352,0.0004693649,0.00008372764,0.0004000335],"category_scores_gemma":[0.0005342589,0.0000904901,0.00006659872,0.0005400077,0.0002479015,0.000208134,0.0003265706,0.0005031837,0.0001584471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971126,"about_ca_system_score_gemma":0.0001412595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297416,"about_ca_topic_score_gemma":0.004376983,"domain_scores_codex":[0.996967,0.001140599,0.0002135118,0.0003916513,0.0006880336,0.0005992182],"domain_scores_gemma":[0.9992765,0.000220428,0.00005652699,0.0002084087,0.00006312871,0.000175008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005519823,0.0001895082,0.01459887,0.0002433669,0.0001231691,0.0004029579,0.2312155,0.000307926,0.0001093294,0.3478907,0.003872544,0.4009909],"study_design_scores_gemma":[0.000701999,0.00008018873,0.008320098,0.0002774013,0.00001326044,0.000001387384,0.1044598,0.0005065618,0.00003827181,0.01334365,0.8718649,0.000392496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02684682,0.0009431834,0.007038011,0.05791166,0.0001622988,0.0009057951,0.000001717656,0.0001942667,0.9059963],"genre_scores_gemma":[0.839265,0.007849126,0.01655594,0.0003013559,0.000193941,0.00008215265,0.000003142995,0.00002782824,0.1357215],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8679924,"threshold_uncertainty_score":0.9935985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3590456833077345,"score_gpt":0.4953225442247586,"score_spread":0.1362768609170241,"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."}}