{"id":"W4221130457","doi":"10.1002/jcop.22836","title":"An improved test for neighborhood sense of community","year":2022,"lang":"en","type":"review","venue":"Journal of Community Psychology","topic":"Community Health and Development","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"","keywords":"Sense of community; Sense (electronics); Test (biology); Argument (complex analysis); Sense of place; Common sense; Psychology; Social psychology; Computer science; Sociology; Epistemology; Engineering; Medicine; Social science","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":[0.005980259,0.0007725786,0.001694281,0.004712537,0.0005809208,0.001251246,0.00106454,0.0008457816,0.003021333],"category_scores_gemma":[0.01543355,0.0002431464,0.001338998,0.004539253,0.001080362,0.001813112,0.001391297,0.001372197,0.0006282494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126374,"about_ca_system_score_gemma":0.001852754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006221086,"about_ca_topic_score_gemma":0.01313675,"domain_scores_codex":[0.995057,0.002485589,0.0004884058,0.0003703316,0.001496871,0.0001018129],"domain_scores_gemma":[0.9929714,0.003767726,0.001113278,0.0002600906,0.001684726,0.0002027903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002884848,0.0003986683,0.05098708,0.01373172,0.001654067,0.0001104155,0.0009140588,0.0004258778,0.0005206914,0.01127559,0.01456177,0.9051316],"study_design_scores_gemma":[0.0004365876,0.00368909,0.5143183,0.04054509,0.005703649,0.003098015,0.005120727,0.00254551,0.00332023,0.03557808,0.3852508,0.0003939285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.07310781,0.8236086,0.03139185,0.005110515,0.003093977,0.002540976,0.005530189,0.0002350291,0.05538113],"genre_scores_gemma":[0.4092245,0.4766753,0.08553071,0.00387894,0.0008520031,0.005995874,0.005533829,0.00007924176,0.01222961],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006221086,"threshold_uncertainty_score":0.031627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4008195525322734,"score_gpt":0.603023070593296,"score_spread":0.2022035180610225,"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."}}