{"id":"W7006921983","doi":"","title":"Whitsunday Water Quality Monitoring Blueprint for Tourism Operators: Quarterly update - April 2021","year":2021,"lang":"en","type":"report","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blueprint; Tourism; Water quality; Quarter (Canadian coin); Schedule; Quality (philosophy); Sampling (signal processing)","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":[0.002229971,0.0007087863,0.0004728666,0.00243924,0.0005660213,0.002008663,0.0008092005,0.0008163486,0.03996147],"category_scores_gemma":[0.00608554,0.0005284217,0.0003596795,0.003508906,0.0001484762,0.001212061,0.001067878,0.001063491,0.04094969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861439,"about_ca_system_score_gemma":0.006835907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1218008,"about_ca_topic_score_gemma":0.1404103,"domain_scores_codex":[0.9979613,0.0001588323,0.0001530752,0.0001440266,0.001398052,0.0001846265],"domain_scores_gemma":[0.9910158,0.0004561029,0.0007037138,0.0003682357,0.007003295,0.0004529053],"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":[0.00006317106,0.00004644303,0.00283467,0.00009030569,0.000004228288,0.00001437767,0.00002901074,0.000127988,0.0001357502,0.0001461635,0.9776489,0.01885894],"study_design_scores_gemma":[0.00003168219,0.00005364089,0.05760438,0.0001285021,0.000009061591,0.00001994972,0.0001367363,0.0004237246,0.0009684404,0.0001787106,0.9404212,0.00002396977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.008895128,0.001150638,0.001680137,0.005468641,0.002299476,0.0005101066,0.9123338,0.001534148,0.06612793],"genre_scores_gemma":[0.01934698,0.002018366,0.005628037,0.001465345,0.0006752507,0.001343247,0.7328916,0.0007939651,0.2358372],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1218008,"threshold_uncertainty_score":0.2421836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08281514985310688,"score_gpt":0.2762395209362489,"score_spread":0.193424371083142,"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."}}