{"id":"W1546527475","doi":"10.15353/joci.v9i3.3152","title":"Digital Habitats – stewarding technology for communities","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Habitat; Environmental stewardship; Space (punctuation); Environmental resource management; Community of practice; Ecology; Geography; Computer science; Environmental ethics; Sociology; Knowledge management; Political science; Biology; Social science; Environmental science","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":[0.0006210373,0.000380418,0.0002423682,0.001306957,0.001866587,0.007656504,0.0006885759,0.001670191,0.0732796],"category_scores_gemma":[0.003165193,0.0003694457,0.0002756794,0.002378457,0.001619094,0.01071438,0.004189855,0.001608756,0.02915362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481675,"about_ca_system_score_gemma":0.002253627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003629182,"about_ca_topic_score_gemma":0.0058124,"domain_scores_codex":[0.9992597,0.0001515715,0.00004136319,0.00007209363,0.0003972743,0.00007805639],"domain_scores_gemma":[0.9991133,0.0002848429,0.00005601909,0.0001663731,0.0002107883,0.0001687767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001708366,0.00003314323,0.0004671683,0.0002709955,0.000003255677,0.0001002151,0.002064396,0.0003333506,0.0004324633,0.1450419,0.5771063,0.2741297],"study_design_scores_gemma":[0.000001952253,0.000007106478,0.0003341362,0.0001327331,0.00000110467,0.00008091443,0.0003885747,0.00007131126,0.0001472584,0.006582075,0.9922482,0.00000463636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004761173,0.009536778,0.01797369,0.01909142,0.003076122,0.0001951201,0.0009884605,0.002723856,0.9416535],"genre_scores_gemma":[0.07141191,0.02164568,0.02116269,0.004696029,0.001136373,0.0002859937,0.001962061,0.001980138,0.8757192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0732796,"threshold_uncertainty_score":0.2451447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892077289394032,"score_gpt":0.2485637895788746,"score_spread":0.2096430166849343,"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."}}