{"id":"W7161145090","doi":"10.34943/bc9e6350-d318-48ef-8ebf-f26a2b3d747c","title":"YellowEye Remotely Operated Vehicle Camera Deployed 2025-06-26","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; Sonar; Remote control; Video camera","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":[0.0005790049,0.001493934,0.000801907,0.002433335,0.0009119535,0.001382663,0.002080351,0.001012115,0.02575973],"category_scores_gemma":[0.002472439,0.000390548,0.0004541427,0.005163935,0.0003766916,0.001087871,0.00117473,0.001013457,0.04073625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002845272,"about_ca_system_score_gemma":0.004528746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4136902,"about_ca_topic_score_gemma":0.5767017,"domain_scores_codex":[0.9992158,0.00005594304,0.00005118155,0.0001949932,0.0002980977,0.0001838042],"domain_scores_gemma":[0.9985494,0.0001052705,0.00008765346,0.0002573415,0.0008440415,0.0001562863],"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":[0.00003716117,0.0000116921,0.001111619,0.0001325223,0.00001049745,0.00002557997,0.00002239133,0.0003151202,0.0001241225,0.0003265355,0.9955571,0.002325591],"study_design_scores_gemma":[0.00006812889,0.00001275624,0.010668,0.0001960587,0.00001239021,0.00004502044,0.0002326399,0.001003315,0.0005453036,0.0006117605,0.9865693,0.00003540147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003007467,0.00003169895,0.00007640063,0.00003512283,0.00002151379,0.00001190607,0.9980139,0.000242703,0.001265983],"genre_scores_gemma":[0.0006469737,0.00001969592,0.0001924274,0.00001277086,0.000003011435,0.00002230778,0.9982926,0.00003377397,0.0007763999],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5863098,"threshold_uncertainty_score":0.8225646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007769736303365727,"score_gpt":0.2243145392981871,"score_spread":0.2165448029948214,"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."}}