{"id":"W4405082055","doi":"10.14712/12128112.4750","title":"Možnosti merania vitality lokálnych spoločenstiev pomocou obydlí","year":2024,"lang":"en","type":"article","venue":"Lidé města","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vitality; Witness; Field (mathematics); Quality (philosophy); Sociology; Regional science; Political science; Law; Epistemology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004352177,0.0001041756,0.0001185442,0.00006677234,0.0004175079,0.0003365391,0.0002155545,0.0001122811,0.001761624],"category_scores_gemma":[0.0002006276,0.0001026869,0.00006138551,0.0005584529,0.0001604543,0.0002769334,0.00003833641,0.0001626424,0.000924008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007607238,"about_ca_system_score_gemma":0.0001766746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202579,"about_ca_topic_score_gemma":0.0007730211,"domain_scores_codex":[0.9987754,0.0001093485,0.0001654161,0.0002644832,0.0003730367,0.0003123546],"domain_scores_gemma":[0.9994816,0.0001257422,0.00002704,0.0001586189,0.00006277562,0.000144245],"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":[0.00003311074,0.000137362,0.03961405,0.0000993746,0.00009692545,0.0002444368,0.04953015,0.00003648556,0.0009695716,0.6200845,0.2769463,0.01220767],"study_design_scores_gemma":[0.00009840605,0.00002728388,0.004740952,0.00005154831,0.00002416477,0.000002821193,0.002764728,0.000344338,0.000129604,0.003049634,0.9885509,0.0002156269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2780324,0.001624467,0.002161778,0.01239899,0.00343391,0.0004385159,0.00009773638,0.0014085,0.7004037],"genre_scores_gemma":[0.963755,0.00004094009,0.0001705478,0.0006292984,0.0004817833,0.000004472278,0.00002720874,0.0000151053,0.03487563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7116045,"threshold_uncertainty_score":0.9998539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031234032808711,"score_gpt":0.3575280670911636,"score_spread":0.3372157267630765,"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."}}