{"id":"W2400403243","doi":"10.5339/qproc.2016.iwsc4.70","title":"Human dimensions of whale shark provisioning in Oslob, Philippines","year":2016,"lang":"en","type":"article","venue":"","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Victoria","funders":"","keywords":"Whale; Tourism; Fishery; Provisioning; Geography; Sustainability; Ecology; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003138758,0.0001786722,0.0001062274,0.0004227059,0.001128349,0.000845647,0.0002226982,0.0002107347,0.003909543],"category_scores_gemma":[0.0009846485,0.00009558275,0.0000920196,0.0007861778,0.001038573,0.0003947509,0.0008208409,0.0002646102,0.0001941669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007657668,"about_ca_system_score_gemma":0.0005571439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04503553,"about_ca_topic_score_gemma":0.07847222,"domain_scores_codex":[0.9998162,0.00007691192,0.000008023744,0.00002266943,0.00003582062,0.00004040377],"domain_scores_gemma":[0.9994453,0.0001349293,0.0001893805,0.00002153711,0.00008286173,0.0001260074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005710567,0.00005962758,0.7818563,0.0002502753,0.00002225554,0.0009318619,0.1919474,0.0001977175,0.00149582,0.000266781,0.001233953,0.02168098],"study_design_scores_gemma":[7.96823e-7,0.00005722926,0.7655647,0.00004988436,0.00000469482,0.0001911382,0.2304296,0.0001123837,0.00008092469,0.00005547035,0.003445296,0.000007864413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970624,0.00009921488,0.00007447417,0.0001120835,0.000003200191,0.000009760382,0.0001267118,0.000003648413,0.002508386],"genre_scores_gemma":[0.9991031,0.0001343655,0.0001047053,0.00003130751,0.000003397281,0.00001725336,0.00005603219,0.00000178374,0.0005480279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04503553,"threshold_uncertainty_score":0.0895468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017574756112187,"score_gpt":0.2415309627320512,"score_spread":0.2313552151709293,"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."}}