{"id":"W1762278099","doi":"","title":"Impact as Odyssey","year":2014,"lang":"en","type":"article","venue":"ACME: An International Journal for Critical Geographies","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Political science; Public relations; Context (archaeology); Promotion (chess); Research Assessment Exercise; Higher education; Public administration; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007881545,0.0001422897,0.0002484366,0.0005485466,0.0003949661,0.0006054416,0.000694884,0.00008820892,0.0008636484],"category_scores_gemma":[0.002318382,0.000144185,0.0003606756,0.0001645975,0.0001608355,0.0008238421,0.00007290266,0.0002635382,0.0001373471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005898432,"about_ca_system_score_gemma":0.00002446442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002381368,"about_ca_topic_score_gemma":0.00003555383,"domain_scores_codex":[0.9989083,0.00003234949,0.000466316,0.0001650692,0.0001062011,0.000321726],"domain_scores_gemma":[0.9988133,0.0003544213,0.0001216616,0.0001742826,0.0002946102,0.0002417818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007798008,0.0001929764,0.1439277,0.000004929711,0.0002284271,0.000004618316,0.0005679005,0.000005490294,0.00001288523,0.8457725,0.002229809,0.006974797],"study_design_scores_gemma":[0.0005374721,0.000373795,0.2059187,0.00001695498,0.000008480746,0.00005904819,0.000185804,0.0002187993,0.0000118285,0.7333224,0.0591145,0.0002322908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656366,0.0003110444,0.007316372,0.005836191,0.003101371,0.000106018,0.0001390874,0.00005246685,0.01750086],"genre_scores_gemma":[0.9960222,0.0003573668,0.001706794,0.0007777407,0.0007497888,0.000008585547,0.00003896739,0.00002016083,0.0003184278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1124501,"threshold_uncertainty_score":0.9456345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467046300775363,"score_gpt":0.3645012120575531,"score_spread":0.3177965819800169,"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."}}