{"id":"W6908984809","doi":"10.34943/e6f18dbe-3d57-4262-a4d3-eb5fcd04ab5b","title":"Barkley Canyon Axis Camera Lights Deployed 2024-06-25","year":2024,"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; Visibility; Software deployment; Benthic zone; Sediment; Digital 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":[0.0006526514,0.001825539,0.0009782168,0.002411065,0.001334783,0.001657416,0.002429961,0.001029663,0.02888685],"category_scores_gemma":[0.002801899,0.0005358835,0.0005252035,0.005021848,0.0005501115,0.001092996,0.001379463,0.001273174,0.04755644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004194642,"about_ca_system_score_gemma":0.006905375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6073983,"about_ca_topic_score_gemma":0.7858701,"domain_scores_codex":[0.9990865,0.00007901878,0.00004256049,0.0002278159,0.0003551015,0.0002090006],"domain_scores_gemma":[0.998324,0.0001216867,0.0000749379,0.0002890796,0.0009778845,0.0002124023],"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":[0.00002928029,0.00001184969,0.0008215659,0.00009460333,0.000008314091,0.00001756461,0.00002929204,0.0003386893,0.00009993551,0.0003497994,0.9960917,0.002107378],"study_design_scores_gemma":[0.00007342189,0.00001066572,0.007432446,0.0001470291,0.00001078928,0.00003449268,0.0002954791,0.001428414,0.0005312201,0.0008053277,0.9891895,0.00004124695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005498654,0.00005274526,0.0001840743,0.00008430678,0.00003269722,0.00002325183,0.9956551,0.0008282305,0.002589688],"genre_scores_gemma":[0.001009894,0.00003372626,0.0005732002,0.00002423764,0.000005097151,0.00004734564,0.9964718,0.0001130767,0.001721836],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3926017,"threshold_uncertainty_score":0.7898277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005830770189271116,"score_gpt":0.2095010113068438,"score_spread":0.2036702411175727,"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."}}