{"id":"W3123534149","doi":"","title":"The Practice of Principles: An Examination of Ced Groups in Vancouver, Bc","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Operationalization; Public relations; Community economic development; Political science; Key (lock); Sociology; Public administration; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746996,0.00007339808,0.0001269241,0.00008121852,0.0001517047,0.0000469617,0.0001641021,0.00002236933,0.0000106388],"category_scores_gemma":[0.0001606077,0.00005414402,0.00003750921,0.0001740895,0.00002629756,0.0009517461,0.00002395537,0.0003499489,0.000002877644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148675,"about_ca_system_score_gemma":0.0001114658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001135282,"about_ca_topic_score_gemma":0.01200491,"domain_scores_codex":[0.9989784,0.0000236196,0.0003127461,0.00008570043,0.00009811476,0.0005014502],"domain_scores_gemma":[0.9993579,0.00005356018,0.0003476289,0.00009297452,0.0001436309,0.000004260926],"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":[0.0002339423,0.0002507574,0.001583039,0.00001215614,0.00007056208,0.000001113165,0.0003776807,0.0007679971,0.0001676581,0.6793993,0.0001173019,0.3170185],"study_design_scores_gemma":[0.006894098,0.001731994,0.2611127,0.0001767202,0.0002783544,0.00005066082,0.1266411,0.02298621,0.0002038098,0.2925822,0.2863655,0.0009765701],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665708,0.000683112,0.0002279108,0.0006438557,0.0001599981,0.0001187937,2.084513e-7,0.000006234225,0.03158907],"genre_scores_gemma":[0.9968216,0.002532105,0.00002344798,0.000117972,0.0002643939,0.000001240108,0.00000108117,0.000005543429,0.00023257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3868171,"threshold_uncertainty_score":0.6699019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043690369063874,"score_gpt":0.2315118460946081,"score_spread":0.2210749424039694,"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."}}