{"id":"W6965371599","doi":"10.34943/170f70c8-eb17-44ef-be53-5a53b5621d73","title":"Atalanta Remotely Operated Vehicle Camera Deployed 2024-06-04","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; Software deployment; Remote control; Video camera; Sonar","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":[0.0006470475,0.001840132,0.001011273,0.002892558,0.001016412,0.001568832,0.002393784,0.001210606,0.02704949],"category_scores_gemma":[0.002560717,0.0004027908,0.0006178563,0.005898619,0.0004025065,0.001223702,0.001208878,0.0011352,0.05989015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564363,"about_ca_system_score_gemma":0.003374946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2907472,"about_ca_topic_score_gemma":0.3992605,"domain_scores_codex":[0.9990108,0.00009280154,0.0000768872,0.0002655158,0.0003595696,0.000194401],"domain_scores_gemma":[0.9981936,0.0001206533,0.0001069829,0.0003343709,0.001099464,0.0001449405],"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":[0.00004111334,0.0000155518,0.001036299,0.0001504368,0.00001370599,0.0000257176,0.00002098166,0.0003204634,0.000107843,0.0003119146,0.9953099,0.002646127],"study_design_scores_gemma":[0.00006478756,0.00001324235,0.008254532,0.0001679881,0.00001389761,0.0000477955,0.0002071952,0.0009271608,0.0004396039,0.0006267089,0.9892009,0.00003615433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003023582,0.00004206249,0.00009104058,0.00004238018,0.00002676509,0.0000153214,0.9977384,0.0002975238,0.001444229],"genre_scores_gemma":[0.0005902423,0.00002252183,0.0002416022,0.00001612487,0.000004699752,0.00003078437,0.9981961,0.00003702049,0.0008609013],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2907472,"threshold_uncertainty_score":0.5781096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006787533128054916,"score_gpt":0.2183191776820562,"score_spread":0.2115316445540013,"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."}}