{"id":"W1939598755","doi":"","title":"Opportunities for marine research tourism in Australia","year":2009,"lang":"en","type":"article","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Wildlife tourism; Stakeholder; Marine conservation; Ecotourism; Environmental resource management; Business; Geography; Marketing; Public relations; Political science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001974334,0.0003397629,0.0005084931,0.002570827,0.002658599,0.0002033662,0.00152882,0.0004301973,0.001513044],"category_scores_gemma":[0.000354551,0.0004345425,0.0002978917,0.002210206,0.00187959,0.0008452822,0.0007901366,0.00089874,0.00009254471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003159578,"about_ca_system_score_gemma":0.002202485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380391,"about_ca_topic_score_gemma":0.01556558,"domain_scores_codex":[0.9945529,0.001126828,0.0003104583,0.0008296603,0.001407897,0.001772333],"domain_scores_gemma":[0.9968027,0.0008116832,0.0001316748,0.0005347975,0.0008930333,0.0008261193],"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":[0.007506504,0.002222068,0.009267923,0.000220562,0.0004228711,0.01787498,0.05406773,0.0002004617,0.0004826576,0.1043472,0.708797,0.09459007],"study_design_scores_gemma":[0.002133458,0.0003587149,0.004397839,0.00007993423,0.00002524491,0.000004009521,0.07881591,0.00009904507,0.00006255326,0.0007188551,0.9128494,0.0004550218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8444312,0.0002233245,0.0003408066,0.02185541,0.0002681291,0.002053817,0.0002301148,0.0003497176,0.1302475],"genre_scores_gemma":[0.212178,0.004255627,0.002173945,0.0002025577,0.0003289084,0.000001254553,0.0001645974,0.00002998653,0.7806651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6504177,"threshold_uncertainty_score":0.9998106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1459849324367831,"score_gpt":0.35630362429,"score_spread":0.2103186918532169,"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."}}