{"id":"W6965366518","doi":"10.34943/0cc8004f-a173-4efc-a1f4-bc2e261b100b","title":"Barkley Canyon Axis Pan Tilt Lights Deployed 2010-05-17","year":2010,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canyon; Tilt (camera); Software deployment; Benthic zone; Benthic habitat","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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001078229,0.00221037,0.001928628,0.0001196824,0.001295568,0.0004177589,0.003155822,0.003454084,0.0006794183],"category_scores_gemma":[0.0001277663,0.002224918,0.001133274,0.001234656,0.0006037323,0.0002966509,0.0006904078,0.007429601,0.00007749646],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003316886,"about_ca_system_score_gemma":0.008097874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9489682,"about_ca_topic_score_gemma":0.9969992,"domain_scores_codex":[0.9901524,0.0003622383,0.0014222,0.002291177,0.002587461,0.003184534],"domain_scores_gemma":[0.9918525,0.0004745286,0.001316999,0.004080819,0.0005086141,0.001766581],"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":[0.0000422793,0.0001006782,0.00007824789,0.0001429386,0.0008569683,0.0002721316,0.00005608347,0.0007519419,0.000008150329,0.000002745305,0.9975332,0.0001546415],"study_design_scores_gemma":[0.000918937,0.00006289194,0.0003562453,0.0002484288,0.000738137,0.00007643209,0.0000892977,0.001695244,0.00001091782,0.00001237529,0.9934624,0.002328669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004578871,0.001556641,0.00001400584,0.000392352,0.007884103,0.001189201,0.9880062,0.0004318998,0.00006770984],"genre_scores_gemma":[0.0008644175,0.001158677,0.0002420771,0.004159092,0.005317319,0.00004546521,0.9845103,0.0007726889,0.002929955],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04803106,"threshold_uncertainty_score":0.9990636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00698677299163421,"score_gpt":0.2044372757980546,"score_spread":0.1974505028064204,"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."}}