{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01858073,0.0006182213,0.00423918,0.00101959,0.004513361,0.00001268057,0.00328294,0.001024658,0.0008998772],"category_scores_gemma":[0.004162141,0.0005370856,0.0009326404,0.0007123805,0.0002628464,0.0001752047,0.0009789969,0.0229569,0.00001588044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006369636,"about_ca_system_score_gemma":0.003909294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006360509,"about_ca_topic_score_gemma":0.0006680385,"domain_scores_codex":[0.9551628,0.03891971,0.004547391,0.0001217303,0.0003747829,0.0008736501],"domain_scores_gemma":[0.954838,0.03355654,0.00671572,0.003404333,0.0009238626,0.0005614819],"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":[0.0004563125,0.004524331,0.0001122059,0.03045693,0.000394543,0.000007191843,0.01814467,3.854375e-7,0.000006672401,0.0001781575,0.02118861,0.92453],"study_design_scores_gemma":[0.002480566,0.004991726,0.0005436571,0.003129042,0.000514603,0.0003028833,0.009794942,0.000002314808,1.483942e-7,0.002196537,0.9756843,0.0003592141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001929752,0.9803645,0.0005767805,0.001233804,0.004103751,0.004001124,0.0006842368,0.0000732492,0.007032775],"genre_scores_gemma":[0.001018967,0.9911965,0.001487907,0.004998993,0.0003528484,0.0002659635,0.0004188733,0.0001356689,0.0001242612],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9544957,"threshold_uncertainty_score":0.9997081,"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."}}