{"id":"W791773906","doi":"","title":"Transition stories : politics of urban living space in Tirana city region, Albania","year":2010,"lang":"en","type":"dissertation","venue":"Repository@Hull (Worktribe) (University of Hull)","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Egg Farmers of Canada","keywords":"Politics; Space (punctuation); Geography; Transition (genetics); Political science; Economic geography; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004070481,0.0002510003,0.0005541719,0.0004148335,0.0009041481,0.00004816222,0.0004855352,0.0008334326,0.0001120041],"category_scores_gemma":[0.0001652088,0.0003504702,0.0002133264,0.0007898022,0.000311527,0.000363406,0.00002864755,0.0006473287,0.000003105078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002899594,"about_ca_system_score_gemma":0.0005839604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02100748,"about_ca_topic_score_gemma":0.03326296,"domain_scores_codex":[0.9978745,0.0003186201,0.000350718,0.0004104697,0.0006723307,0.0003733626],"domain_scores_gemma":[0.9980051,0.000211438,0.000724341,0.000311977,0.0005759398,0.0001712365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004179375,0.0007049893,0.0970099,0.0009348251,0.0002845715,0.0002444503,0.8357989,0.0001284639,0.004443985,0.04374839,0.01568743,0.0005961679],"study_design_scores_gemma":[0.001986681,0.0003900987,0.2450305,0.004593072,0.001103443,0.00002259815,0.6356937,0.0003274257,0.003111302,0.0009784801,0.1044218,0.002340935],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616838,0.000418741,0.0004299465,0.0002956685,0.001079561,0.0003780272,0.00002686762,0.0000986469,0.03558879],"genre_scores_gemma":[0.9649157,0.0001357217,0.000303171,0.00001366979,0.0002475882,3.9276e-7,0.0001694902,0.00002397455,0.03419031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2001052,"threshold_uncertainty_score":0.9998947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090174783402626,"score_gpt":0.2234600830449127,"score_spread":0.2125583352108865,"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."}}