{"id":"W6909194512","doi":"10.34943/e6c13b93-8153-40dc-87c0-3a9fb3e9b993","title":"China Creek Video Camera Deployed 2025-06-05","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":"Software deployment; Digital video; China; Mobile device; Video recording; Video monitoring","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":[0.0007457415,0.001546656,0.0008219022,0.002434917,0.00114309,0.001463042,0.002361199,0.001056278,0.03353766],"category_scores_gemma":[0.002437388,0.0003654803,0.0004236064,0.005026465,0.0004485683,0.001130715,0.001174479,0.001094187,0.05429197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031588,"about_ca_system_score_gemma":0.005515963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4219584,"about_ca_topic_score_gemma":0.6169327,"domain_scores_codex":[0.9990845,0.00008214231,0.00005279491,0.0002282201,0.0003468705,0.0002055512],"domain_scores_gemma":[0.9982466,0.00008949707,0.00006887378,0.0003078486,0.001106339,0.0001808456],"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":[0.00003167362,0.00001319575,0.0006561075,0.00008274304,0.000006625989,0.00001572639,0.00001939596,0.0002306991,0.0001191098,0.0003310328,0.9957548,0.002739009],"study_design_scores_gemma":[0.00005649696,0.00001197361,0.00796223,0.0001407233,0.00001062484,0.00004003332,0.0002035455,0.001153523,0.0006288807,0.0005887396,0.9891698,0.00003355951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004617146,0.00004932295,0.000186463,0.00006844712,0.00004437023,0.00003759767,0.9951461,0.0005923551,0.003413616],"genre_scores_gemma":[0.0007795818,0.00002949933,0.0004117156,0.00002659837,0.000006104838,0.00005130869,0.9969194,0.00006821323,0.001707641],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5780416,"threshold_uncertainty_score":0.8390046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005519514538595236,"score_gpt":0.2174541135911395,"score_spread":0.2119345990525442,"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."}}