{"id":"W1591385052","doi":"10.1007/s12108-009-9066-1","title":"Reconceptualizing the Study of Community Life:","year":2009,"lang":"en","type":"article","venue":"The American Sociologist","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sociology; Social science; Gender studies","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":[0.01206537,0.0007405755,0.001108827,0.005581736,0.01127005,0.01881563,0.004732349,0.008345843,0.004355373],"category_scores_gemma":[0.01246029,0.0004124911,0.0005920344,0.004684952,0.09869556,0.02705953,0.01315974,0.007665356,0.0004180757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007980282,"about_ca_system_score_gemma":0.01939372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01635973,"about_ca_topic_score_gemma":0.02638916,"domain_scores_codex":[0.9908985,0.006858354,0.000121516,0.0006030412,0.001010153,0.0005082773],"domain_scores_gemma":[0.9919224,0.004312265,0.0004087795,0.001048656,0.0009020532,0.001405822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006529713,0.00003245658,0.0003283116,0.00009389914,0.000005847349,0.00004877113,0.02455468,0.0002441794,0.00004248048,0.9553781,0.004564994,0.01469985],"study_design_scores_gemma":[0.000008775887,0.00001131984,0.0004754313,0.0002634429,0.000006314587,0.00009739935,0.03134101,0.0007617678,0.00005324091,0.8858618,0.08110698,0.00001251103],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06984747,0.09404109,0.09646496,0.5665417,0.006010599,0.0001319372,0.0001231713,0.0002459886,0.1665931],"genre_scores_gemma":[0.943865,0.01839425,0.01589996,0.01194406,0.00188034,0.0002179331,0.00007022467,0.0001307887,0.007597371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01881563,"threshold_uncertainty_score":0.06380862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2078560232018531,"score_gpt":0.4346645197056171,"score_spread":0.226808496503764,"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."}}