{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001469762,0.001919972,0.001849135,0.0001168803,0.001759879,0.0002924567,0.003001496,0.001105802,0.009679207],"category_scores_gemma":[0.0001269164,0.00223437,0.001302195,0.00181171,0.0004022961,0.0002368782,0.00145142,0.006150217,0.0000285146],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008867639,"about_ca_system_score_gemma":0.008883656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8716009,"about_ca_topic_score_gemma":0.9575905,"domain_scores_codex":[0.9890822,0.0007602377,0.001410876,0.002330865,0.00342512,0.002990712],"domain_scores_gemma":[0.9932367,0.000644632,0.001291885,0.003329324,0.0002217414,0.001275736],"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":[0.00005601499,0.0001098754,0.0002026081,0.0001708832,0.001271713,0.0005500735,0.00003254765,0.01114963,0.000001146035,0.000006043478,0.9863351,0.0001143535],"study_design_scores_gemma":[0.001046241,0.00006844359,0.0002255831,0.00008244028,0.0007960643,0.00009000993,0.0003570422,0.003010675,8.831626e-7,0.000001695667,0.9921268,0.002194162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001467628,0.003889909,0.0000190637,0.0003117209,0.005225672,0.001183843,0.9887648,0.0003938313,0.00006439419],"genre_scores_gemma":[0.0001930086,0.002075235,0.00006097234,0.007365271,0.002586206,0.0001226312,0.9840643,0.0008380947,0.002694291],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08598963,"threshold_uncertainty_score":0.9995397,"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."}}