{"id":"W6946571388","doi":"10.34943/8ec5cf88-721a-455a-b80d-087d2c25e891","title":"ROPOS Remotely Operated Vehicle Camera Deployed 2008-06-17","year":2009,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remotely operated vehicle; Remotely operated underwater vehicle; Software deployment; Mobile device; Remote operation; Remote control","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000170863,0.0005483915,0.0004745191,0.00001027593,0.0005413293,0.0001353421,0.0007992276,0.0005380939,0.02242074],"category_scores_gemma":[0.00001993752,0.0005458486,0.0002518016,0.0005731598,0.0002428221,0.000113604,0.000254821,0.0008932583,0.00008656627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003740354,"about_ca_system_score_gemma":0.0002902213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5485973,"about_ca_topic_score_gemma":0.7973517,"domain_scores_codex":[0.9969196,0.00008248751,0.0004394243,0.0007457426,0.0008361458,0.0009765445],"domain_scores_gemma":[0.998467,0.00004447058,0.0002315694,0.0007539578,0.00003421192,0.0004688216],"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":[0.000008415377,0.00005198143,0.0001484199,0.000009775739,0.0000472418,0.00005301839,0.0000132823,0.002106518,0.000004775683,9.460336e-7,0.9973315,0.0002241074],"study_design_scores_gemma":[0.0003839473,0.00003608649,0.003204303,0.00002684558,0.00006916928,0.00001299853,0.0002594662,0.002094731,0.00000433066,0.000001942897,0.9932916,0.0006146457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00298348,0.0004997807,0.00001597379,0.001033017,0.0005435101,0.0004091739,0.9938851,0.00009888689,0.0005311003],"genre_scores_gemma":[0.001863303,0.001895402,0.00002701465,0.01157008,0.0002892933,0.000003175348,0.9823624,0.00004309001,0.001946205],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2487545,"threshold_uncertainty_score":0.9996993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00918940865728921,"score_gpt":0.2059615773453154,"score_spread":0.1967721686880262,"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."}}