{"id":"W4242230428","doi":"10.1007/978-1-4939-7131-2_100148","title":"Community","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geography","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":[0.001080234,0.0005934374,0.0003973299,0.002337161,0.004734978,0.006271492,0.001744232,0.00190973,0.3647887],"category_scores_gemma":[0.003114838,0.0002748037,0.0003968465,0.002107399,0.001600491,0.005036333,0.005590468,0.001972389,0.148652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002723029,"about_ca_system_score_gemma":0.004379223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129396,"about_ca_topic_score_gemma":0.0232144,"domain_scores_codex":[0.9986218,0.0002567228,0.000033699,0.0002754476,0.0005663672,0.0002459064],"domain_scores_gemma":[0.9987913,0.000100087,0.00003901025,0.0002230947,0.0005387804,0.0003077373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002512303,0.00005524313,0.0002380262,0.00006702593,0.000003545043,0.00007252111,0.001524681,0.00007766399,0.0003010432,0.4259902,0.4596353,0.1120099],"study_design_scores_gemma":[0.000002429586,0.000003437307,0.00009018955,0.00002040056,8.880832e-7,0.00002275479,0.0003160203,0.00003638713,0.00005548686,0.01071741,0.9887323,0.000002237223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005995967,0.0001622729,0.001561979,0.00141651,0.0002908573,0.00006424861,0.0002429087,0.0001606239,0.9955009],"genre_scores_gemma":[0.008333457,0.0001887358,0.0007226008,0.0006103559,0.0001040593,0.00007409802,0.0003371725,0.0001145615,0.9895149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3647887,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09942883982000694,"score_gpt":0.3720676659141031,"score_spread":0.2726388260940962,"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."}}