{"id":"W2045742469","doi":"10.1007/s11205-009-9444-7","title":"Comparative Case Study as Social Impact Assessment: Possibilities and Limitations for Anticipating Social Change in the Far North","year":2009,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Social impact assessment; Environmental impact assessment; Strengths and weaknesses; Impact assessment; Social impact; Environmental planning; Economic impact analysis; Environmental resource management; Human geography; Pipeline (software); Regional science; Sociology; Political science; Geography; Environmental science; Engineering; Civil engineering; Social science; Psychology; Public administration; Social psychology; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005188738,0.0006229072,0.000642252,0.002480705,0.005386154,0.001891922,0.001742126,0.001961643,0.01269478],"category_scores_gemma":[0.008446849,0.0002590728,0.0004997146,0.00399184,0.002331037,0.003851427,0.003022009,0.0009710296,0.0004359274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005378947,"about_ca_system_score_gemma":0.003847081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05749781,"about_ca_topic_score_gemma":0.1676513,"domain_scores_codex":[0.9944546,0.004490414,0.0001384091,0.0002863492,0.0002839965,0.0003461348],"domain_scores_gemma":[0.9925758,0.005437953,0.0003512562,0.000493445,0.0007669781,0.0003746259],"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":[0.001773998,0.003337331,0.1774862,0.003659141,0.0002981519,0.03307181,0.2170069,0.02268845,0.007935006,0.2576994,0.01880541,0.2562383],"study_design_scores_gemma":[0.0001849802,0.001994137,0.0891095,0.002143372,0.0003167439,0.005733038,0.6788346,0.01558637,0.004126042,0.05851774,0.1432948,0.0001587505],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7327825,0.003075435,0.02310018,0.005101138,0.0002978072,0.001394894,0.000799333,0.00008593459,0.2333628],"genre_scores_gemma":[0.9798483,0.001033231,0.01175384,0.000186376,0.00002210803,0.0005811781,0.0001166832,0.00001007571,0.0064482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9425022,"threshold_uncertainty_score":0.1143262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3077114139810294,"score_gpt":0.551680314594106,"score_spread":0.2439689006130767,"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."}}