{"id":"W2796327579","doi":"10.5751/es-10048-230219","title":"On the relationship between attitudes and environmental behaviors of key Great Barrier Reef user groups","year":2018,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre of Excellence for Coral Reef Studies, Australian Research Council; James Cook University; Commonwealth Scientific and Industrial Research Organisation","keywords":"Great barrier reef; Key (lock); Reef; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002370467,0.0001605663,0.0002083234,0.001194852,0.0007198958,0.0008719828,0.0003775942,0.0009293198,0.004164606],"category_scores_gemma":[0.01077393,0.0001960863,0.0003919243,0.001099135,0.0007043459,0.0006675957,0.001316916,0.001205146,0.0003894512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005737396,"about_ca_system_score_gemma":0.0006796275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02989221,"about_ca_topic_score_gemma":0.04451867,"domain_scores_codex":[0.9987904,0.0004968887,0.00008121834,0.00009177064,0.0003239737,0.0002157385],"domain_scores_gemma":[0.9867793,0.005770966,0.003403739,0.0004142516,0.001530408,0.002101355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006372186,0.00009484041,0.9906006,0.00001810408,0.00003487045,0.00003338913,0.004612259,0.00001870211,0.0001299045,0.00007110993,0.0002124149,0.004110011],"study_design_scores_gemma":[0.000002006225,0.00006230212,0.9942094,0.00001359796,0.00001027878,0.00002095227,0.005382261,0.00004536757,0.0000261784,0.00002972054,0.000193834,0.000004017288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997969,0.0001257971,0.00002119396,0.000420397,0.000006174099,0.000007572011,0.00005890498,8.65115e-7,0.001390153],"genre_scores_gemma":[0.9993969,0.0001160811,0.00003695174,0.00007415137,0.000005233129,0.000008518325,0.00005823717,8.133077e-7,0.0003031156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02989221,"threshold_uncertainty_score":0.05943644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368670605270959,"score_gpt":0.3415320574391086,"score_spread":0.2978453513863991,"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."}}