{"id":"W998360745","doi":"","title":"Cooperative information systems : a tool for supporting Alberta’s Land-use Framework","year":2010,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Sustainable Development and Policies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information system; Land use; Environmental resource management; Environmental planning; Computer science; Geography; Environmental science; Engineering; Civil engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006788999,0.0001538779,0.0001476435,0.00008061788,0.0003206294,0.0001820749,0.0002234959,0.0001426109,0.0007458955],"category_scores_gemma":[0.000116237,0.0001422637,0.00005235267,0.0002987869,0.00007868006,0.004339996,0.0001850845,0.0001866821,0.0001018367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005410777,"about_ca_system_score_gemma":0.00006437307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0019645,"about_ca_topic_score_gemma":0.05980642,"domain_scores_codex":[0.9991785,0.0000283904,0.000136648,0.000166546,0.0001519031,0.0003380305],"domain_scores_gemma":[0.9993325,0.0002611648,0.0001176024,0.0001772857,0.00001898994,0.0000924938],"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":[0.00009567927,0.00001961206,0.06808528,0.00002437552,0.00001957841,0.00000583087,0.004651098,0.0007204277,0.00003103965,0.003844414,0.9222072,0.0002954357],"study_design_scores_gemma":[0.0005130105,0.00004243693,0.005793601,0.00001483647,0.00001551746,0.000001325179,0.002438909,0.001233225,0.0002008586,0.0001105253,0.9893687,0.0002670608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8008414,0.000002514924,0.004832245,0.0008391687,0.001025326,0.0008749668,0.00008555592,0.0001463209,0.1913525],"genre_scores_gemma":[0.8061834,0.00001287828,0.00376739,0.0004446388,0.00009090271,0.000006501582,0.00005467667,0.00001781653,0.1894218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06716146,"threshold_uncertainty_score":0.9573497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004250236132767644,"score_gpt":0.1820392753439382,"score_spread":0.1777890392111706,"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."}}