{"id":"W1597090374","doi":"10.37119/ojs2009.v15i2.58","title":"A Review of Digital Habitats: Stewarding Technology for Communities","year":2013,"lang":"en","type":"review","venue":"in education","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitat; Geography; Ecology; Biology","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":[0.0009276267,0.0008296082,0.001364261,0.003424253,0.0003862543,0.001658682,0.0008329001,0.001201695,0.006372293],"category_scores_gemma":[0.002650808,0.0003609878,0.0005225176,0.006744418,0.0006859491,0.002817144,0.0009709825,0.00155428,0.003267101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009277835,"about_ca_system_score_gemma":0.002668407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003345269,"about_ca_topic_score_gemma":0.009868792,"domain_scores_codex":[0.999458,0.00009910313,0.00006749184,0.00006151957,0.0002747601,0.00003913015],"domain_scores_gemma":[0.9985153,0.0006989781,0.0001957533,0.00003143568,0.0004603969,0.00009806861],"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":[0.00003172397,0.00003913027,0.0001835047,0.02389277,0.00009468165,0.00007699951,0.0001261097,0.0001951739,0.0006147558,0.003813403,0.2261541,0.7447777],"study_design_scores_gemma":[0.000006480827,0.00003245675,0.0005381882,0.005761832,0.00005189146,0.0002320689,0.00008628636,0.0000222834,0.00009092413,0.0008942365,0.9922725,0.00001098063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005352362,0.9970907,0.00008139444,0.0007395762,0.0004665348,0.000004749115,0.00002155477,0.000006493313,0.001535466],"genre_scores_gemma":[0.0004073465,0.9975858,0.0001166616,0.0006332335,0.0002800224,0.000006216421,0.00002602529,0.000002687336,0.0009420643],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006372293,"threshold_uncertainty_score":0.02131748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04851174760822285,"score_gpt":0.3219619901248172,"score_spread":0.2734502425165944,"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."}}