{"id":"W6946968034","doi":"10.34943/b8c28ef8-f473-49c2-bcfd-68fd13b09292","title":"Cambridge Bay Video Camera Deployed 2022-09-12","year":2022,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Software deployment; Digital video; Mobile device; Digital elevation model; 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":[0.0007732172,0.001895239,0.0009999975,0.002619056,0.001131586,0.001681113,0.002868713,0.001319958,0.04433277],"category_scores_gemma":[0.003018325,0.0004435039,0.0004754666,0.005176232,0.0004791942,0.001220025,0.001503511,0.001294613,0.07893126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00289723,"about_ca_system_score_gemma":0.004202316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3738179,"about_ca_topic_score_gemma":0.558956,"domain_scores_codex":[0.9989292,0.00009553799,0.00006461988,0.0002967329,0.0003929243,0.0002209316],"domain_scores_gemma":[0.9980001,0.0001173123,0.00008272668,0.0004010197,0.001179727,0.0002191785],"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":[0.00003013974,0.00001253582,0.0004676654,0.00008089378,0.000005941119,0.00001509339,0.00001523721,0.0001892709,0.00009915198,0.0002571154,0.9968752,0.001951815],"study_design_scores_gemma":[0.00006669591,0.00001184799,0.006011636,0.0001416425,0.0000098173,0.00004273817,0.0001680872,0.0008756297,0.0005220213,0.0005533579,0.9915625,0.00003406026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003138465,0.00004875726,0.0001350771,0.00006559298,0.00004198947,0.00003221263,0.9963571,0.0005200402,0.002485365],"genre_scores_gemma":[0.0005562841,0.00002716555,0.0003012396,0.00002571551,0.000006255099,0.00004805156,0.997561,0.0000701107,0.001404312],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3738179,"threshold_uncertainty_score":0.7432841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00717466597996225,"score_gpt":0.205232233023018,"score_spread":0.1980575670430558,"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."}}