{"id":"W6999345400","doi":"","title":"A changing climate along southeastern Lake Michigan","year":2023,"lang":"en","type":"dissertation","venue":"Cardinal Scholar (Ball State University)","topic":"Water Resources and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Tourism; Global warming; Climate model; Climate zones; Global climate","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008019731,0.0002971268,0.0003795655,0.0004782885,0.001733706,0.0003160159,0.0006635017,0.0002667801,0.00006321198],"category_scores_gemma":[0.00006400768,0.0003483849,0.0003388643,0.0009857275,0.00008082345,0.0004219486,0.0001515156,0.000692551,0.0004283428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007649037,"about_ca_system_score_gemma":0.0001672749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002905676,"about_ca_topic_score_gemma":0.1722771,"domain_scores_codex":[0.9973275,0.0002635914,0.0001904563,0.0005412713,0.0006551622,0.001022017],"domain_scores_gemma":[0.9989905,0.00004141013,0.0002741248,0.0002413293,0.0001772607,0.0002754281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001878088,0.0001956702,0.09668306,0.001339858,0.001755285,0.00882202,0.8477067,0.0004976704,0.0004416831,0.01498046,0.001160906,0.02453862],"study_design_scores_gemma":[0.0004175611,0.00003268293,0.01932714,0.0003828141,0.0001606659,0.000001403119,0.1173763,0.000008007039,0.00003469524,0.00009014806,0.8616079,0.0005606094],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9285933,0.0001393019,0.00001443811,0.0000787645,0.0009990846,0.0003011835,0.0003862365,0.0002668308,0.06922084],"genre_scores_gemma":[0.4681187,0.001972941,0.00007797059,0.00007025184,0.0007086321,0.000003151556,0.000907219,0.0001346977,0.5280064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.860447,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452612822672331,"score_gpt":0.239351466820479,"score_spread":0.2248253385937557,"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."}}