{"id":"W4291173980","doi":"10.3390/en15165812","title":"Residents’ Attitudes and Social Innovation Management in the Example of a Municipal Property Manager","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Test (biology); Property management; Business; Order (exchange); Kruskal–Wallis one-way analysis of variance; Property (philosophy); Questionnaire; Psychology; Public relations; Operations management; Management; Marketing; Sociology; Political science; Engineering; Mann–Whitney U test; Economics; Social science; Medicine; Geography; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005959737,0.00003882568,0.00005707573,0.00005922783,0.0005174432,0.00003834907,0.0001666029,0.00001509427,0.0001466563],"category_scores_gemma":[0.00000908008,0.00002380489,0.000009933498,0.0004505976,0.0001021955,0.00007660305,0.000168963,0.0000682981,3.734601e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005252202,"about_ca_system_score_gemma":0.00001803462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02889051,"about_ca_topic_score_gemma":0.004369514,"domain_scores_codex":[0.999284,0.0001259163,0.0001232759,0.00008534239,0.0002770429,0.0001044315],"domain_scores_gemma":[0.9998581,0.00002127874,0.00004523359,0.00005270139,0.00001839386,0.000004235189],"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":[0.00004252357,0.0001228833,0.0235623,0.00004578047,0.00006087567,0.00001884339,0.209249,0.0004034556,0.00008843277,0.6024891,0.1312368,0.03268008],"study_design_scores_gemma":[0.0001448889,0.00001427561,0.1739129,0.00000484909,0.000004499905,2.964453e-7,0.1055113,0.00000341203,0.00001759328,0.0008051122,0.7195194,0.00006152683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784001,0.00007604102,4.022336e-7,0.005285178,0.00005473009,0.0001486019,0.000001274138,0.000009894989,0.01602378],"genre_scores_gemma":[0.9721721,0.00004952377,0.00005998684,0.000198548,0.00003090817,0.00006462471,0.000005900202,0.000002158789,0.02741624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.601684,"threshold_uncertainty_score":0.9775762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09188876515268361,"score_gpt":0.3110819690295042,"score_spread":0.2191932038768206,"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."}}