{"id":"W7052453130","doi":"","title":"Release: University of Regina Researcher to Study Why the Grass is Greener on the Other Side","year":2011,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Geomatics; Head (geology); Placemaking; Human geography","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":[0.000209357,0.0002012825,0.0002619194,0.0002019122,0.0001615394,0.000008644857,0.000974168,0.0001592788,0.0001530952],"category_scores_gemma":[0.00002440795,0.000177751,0.0001157016,0.0004153014,0.0002243417,0.00003156413,0.0001638946,0.0003248857,0.000233843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006305341,"about_ca_system_score_gemma":0.00003579083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008823151,"about_ca_topic_score_gemma":0.006895402,"domain_scores_codex":[0.9990764,0.00009682775,0.00001236169,0.000266687,0.0003127533,0.0002349863],"domain_scores_gemma":[0.9985588,0.0001684789,0.0001142506,0.0009777009,0.00007897918,0.0001018482],"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":[0.0000175584,0.00004994402,0.0001223196,0.00002070387,0.0001975145,0.0000196311,0.0005677735,0.0001299849,0.00002519461,0.003577191,0.9948205,0.0004517146],"study_design_scores_gemma":[0.0002587731,0.00008175039,0.0006131401,0.0001093617,0.0001104803,7.568076e-7,0.005071419,0.0001353863,0.00006388457,0.00001774493,0.993356,0.0001812567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02657727,0.0001741672,0.001745404,0.8219033,0.00008670479,0.001264131,0.0003476862,0.0001806761,0.1477206],"genre_scores_gemma":[0.01047753,0.0005844311,0.0006753046,0.0001107041,0.00005101275,0.000001099891,0.000006139833,0.0001770662,0.9879167],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8401961,"threshold_uncertainty_score":0.7248474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255184632381836,"score_gpt":0.2110300538192855,"score_spread":0.1855115905811019,"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."}}