{"id":"W1488905863","doi":"10.15353/joci.v9i1.3183","title":"Fostering cooperative community behavior with IT tools: the influence of a designed deliberative space on efforts to address collective challenges","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deliberation; Public relations; Government (linguistics); Social dilemma; Dilemma; Space (punctuation); Work (physics); Political science; Sociology; Social psychology; Psychology; Engineering; Computer science; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005744443,0.0006288076,0.0003332794,0.0007832936,0.001631811,0.003496512,0.000787089,0.0008639889,0.003565354],"category_scores_gemma":[0.0340226,0.000284381,0.0003610148,0.0004610208,0.002751006,0.002664645,0.003688233,0.0006578433,0.0003244918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005853734,"about_ca_system_score_gemma":0.0009672711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007786497,"about_ca_topic_score_gemma":0.0007173845,"domain_scores_codex":[0.9902713,0.008108181,0.0002325146,0.0004994315,0.0004435358,0.0004450667],"domain_scores_gemma":[0.9513389,0.03979808,0.003003652,0.003047115,0.001000737,0.001811542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006576375,0.009483197,0.1883907,0.003702781,0.0006250985,0.003893384,0.1884755,0.05038422,0.1615015,0.05288287,0.003596,0.3304884],"study_design_scores_gemma":[0.002712053,0.02298253,0.3148963,0.001671124,0.001328564,0.002321473,0.2270103,0.1363765,0.102895,0.08285782,0.1042304,0.0007177789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789332,0.00005326348,0.008829142,0.0001946958,0.0000191105,0.0001326709,0.00001257248,0.0001377365,0.0116875],"genre_scores_gemma":[0.9952021,0.0000221751,0.004219405,0.00003662295,0.000003888399,0.0001067453,0.000008823152,0.00001873268,0.0003815768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005744443,"threshold_uncertainty_score":0.03037989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09063545444808017,"score_gpt":0.2871103655532179,"score_spread":0.1964749111051377,"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."}}