{"id":"W2954962555","doi":"10.30819/cmse.3-1.01","title":"Municipal cultural planning and culturalindicators: charting the course","year":2019,"lang":"en","type":"article","venue":"Cultural Management Science and Education","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance; University of Ottawa","funders":"","keywords":"Course (navigation); Sociology; Environmental planning; Psychology; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005491137,0.0001409187,0.00009225851,0.00006120821,0.001224819,0.001529389,0.0003324471,0.00001968388,0.0001899626],"category_scores_gemma":[0.00001802821,0.00007680497,0.00002278684,0.0001754071,0.0005328211,0.002114099,0.0002194904,0.0001005849,0.00006239709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003690977,"about_ca_system_score_gemma":0.000009827655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002122591,"about_ca_topic_score_gemma":0.00003434062,"domain_scores_codex":[0.9988177,0.0000235319,0.0001680833,0.0003108256,0.0004212508,0.0002585738],"domain_scores_gemma":[0.9994987,0.00001548678,0.0001062171,0.0001693358,0.0001464379,0.00006383697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001737132,0.0000718686,0.0133491,0.0002244483,0.000054802,8.549418e-7,0.2517365,0.00001427076,0.0006040377,0.652513,0.02534035,0.05607333],"study_design_scores_gemma":[0.0002414036,0.00004382594,0.0472154,0.0001252548,0.00006973319,0.000003383818,0.4240841,0.00119988,0.00003673939,0.001041502,0.5256513,0.000287429],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165312,0.0006735389,5.038773e-7,0.00466777,0.0007558202,0.0004965492,9.917076e-7,0.00005056504,0.07682304],"genre_scores_gemma":[0.981045,0.0001217554,0.00004333276,0.0008568142,0.0003200123,0.00004209709,0.00002411803,0.00000475353,0.01754209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6514716,"threshold_uncertainty_score":0.9995071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09061626585873613,"score_gpt":0.3128116263338097,"score_spread":0.2221953604750736,"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."}}