{"id":"W7009813991","doi":"","title":"Evaluating Extension Efforts Along Lake Ontario's Eastern Shore","year":2007,"lang":"en","type":"article","venue":"TigerPrints (Clemson University)","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shore; Visitor pattern; Wetland; Erosion; Coastal erosion; Erosion control","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002898496,0.0004329995,0.0002398858,0.00047722,0.00140209,0.000908404,0.0005174078,0.0003852636,0.001300219],"category_scores_gemma":[0.00687659,0.0001728924,0.0002004921,0.0006234679,0.0005946358,0.0005730087,0.0007351426,0.0004111518,0.000139635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01201329,"about_ca_system_score_gemma":0.01580777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5306535,"about_ca_topic_score_gemma":0.8721036,"domain_scores_codex":[0.9984154,0.0005708453,0.00006624102,0.0001222819,0.0004845519,0.0003407408],"domain_scores_gemma":[0.9941508,0.001439257,0.0008055666,0.0001576562,0.001839808,0.001606885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004616064,0.01336884,0.6129311,0.0007835127,0.0004406171,0.0004152976,0.02292282,0.009392273,0.006587565,0.0007979941,0.007840424,0.3199034],"study_design_scores_gemma":[0.0003982555,0.00795696,0.9615312,0.0001964177,0.0001779277,0.00002159346,0.01599816,0.002690895,0.001216525,0.0001408491,0.009631904,0.00003928707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952906,0.00008320278,0.00008193058,0.0001033866,0.000004999327,0.000303639,0.0001104335,0.000007985856,0.00401382],"genre_scores_gemma":[0.9958789,0.0002850022,0.0009633843,0.00007316859,0.00000577259,0.0004047392,0.0003105067,0.000002418295,0.002076068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5306535,"threshold_uncertainty_score":0.9442212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06220312268020162,"score_gpt":0.3263106134358952,"score_spread":0.2641074907556936,"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."}}