{"id":"W7125588165","doi":"10.34943/38203218-185a-47cf-9b5f-77182d6d900e","title":"Mantis Remotely Operated Vehicle Camera Deployed 2025-05-25","year":2025,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remotely operated underwater vehicle; Remotely operated vehicle; Video camera; Underwater; Software deployment; Mobile device","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":[0.0006950102,0.001905639,0.0009441889,0.002793489,0.001081139,0.001680917,0.002763017,0.001256613,0.03072093],"category_scores_gemma":[0.003016045,0.0004727938,0.0005887796,0.005743424,0.0004585364,0.001317514,0.001415405,0.001247971,0.05778946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00319325,"about_ca_system_score_gemma":0.004829976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4114357,"about_ca_topic_score_gemma":0.5553437,"domain_scores_codex":[0.9989485,0.00008511504,0.00007014444,0.0002747201,0.0004060115,0.0002156237],"domain_scores_gemma":[0.9982802,0.0001310415,0.0001019517,0.0003626503,0.0009341291,0.0001899926],"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":[0.00003036081,0.00001175924,0.0007472493,0.0001273641,0.000009313841,0.00001989074,0.00002118874,0.0002446938,0.00009336373,0.0003023719,0.9963307,0.002061853],"study_design_scores_gemma":[0.0000641141,0.00001167322,0.006725441,0.0001680172,0.00001140876,0.00004053452,0.0002075685,0.0008263905,0.0004256312,0.0005862418,0.9908998,0.0000331333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002326452,0.00003371872,0.00007459352,0.00004047608,0.00002179828,0.00001500388,0.9978577,0.0003710407,0.001353019],"genre_scores_gemma":[0.0005142532,0.00001989997,0.0002113444,0.00001570462,0.000003720451,0.00002742142,0.9983815,0.00004577706,0.0007803363],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5885643,"threshold_uncertainty_score":0.8180818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007684822283533571,"score_gpt":0.2241454215105612,"score_spread":0.2164605992270277,"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."}}