{"id":"W6945421393","doi":"10.25607/obp-1736","title":"Ocean Buoy Awareness [Training Videos]","year":2022,"lang":"en","type":"other","venue":"IOC of UNESCO (Intergovernmental Oceanographic Commission)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Buoy; Value (mathematics); Marine safety; Indian ocean","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005183383,0.0007033822,0.0002511748,0.0007236255,0.00133168,0.001656962,0.0009716525,0.001460455,0.6505158],"category_scores_gemma":[0.002392185,0.0002312334,0.0002694899,0.0008668957,0.0002188789,0.001834338,0.002027444,0.00160483,0.3297066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006758455,"about_ca_system_score_gemma":0.002049463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02467128,"about_ca_topic_score_gemma":0.07726689,"domain_scores_codex":[0.9997562,0.00003523653,0.000005304721,0.0000189564,0.0001075583,0.00007682703],"domain_scores_gemma":[0.998539,0.0001912119,0.00004696644,0.00006943336,0.0005882556,0.0005651459],"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":[0.0000100175,0.00002024856,0.0000388737,0.00002334475,2.278699e-7,0.00001449931,0.00002205667,0.00002129467,0.00004816715,0.00022275,0.9876994,0.0118792],"study_design_scores_gemma":[0.0000120535,0.00001328044,0.0007036008,0.00006959881,8.742851e-7,0.00002940099,0.0001194427,0.0001269315,0.00008806307,0.0004216422,0.9984091,0.000005942311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001005775,0.0002131864,0.00111052,0.004398179,0.002539968,0.0003016859,0.01128661,0.00264531,0.9764988],"genre_scores_gemma":[0.005475348,0.0004105346,0.001841414,0.002739309,0.0006269797,0.0002559008,0.01322196,0.001162601,0.9742661],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6505158,"threshold_uncertainty_score":0.4984968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222546893857753,"score_gpt":0.2623958767705362,"score_spread":0.2401704078319586,"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."}}