{"id":"W6965523396","doi":"10.34943/fbb647fd-2ba8-4190-8d18-a32e7cc1f346","title":"Fraser River Delta Lower Slope Video Camera Deployed 2017-11-04","year":2017,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delta; River delta; Digital elevation model; Digital video; Software deployment; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061026,0.0005999256,0.0005735147,0.0000141258,0.001554983,0.0001281659,0.002383139,0.0008653747,0.001759604],"category_scores_gemma":[0.00007378613,0.0005587898,0.0002771328,0.0001971682,0.001248303,0.0003440567,0.0008266977,0.001168212,0.00008063461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009769751,"about_ca_system_score_gemma":0.0006232984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6500784,"about_ca_topic_score_gemma":0.9713922,"domain_scores_codex":[0.9962384,0.0001122392,0.0004023817,0.001105825,0.0008838272,0.001257369],"domain_scores_gemma":[0.9972965,0.0002123106,0.0004726025,0.001434795,0.0000227391,0.0005610579],"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":[0.000009532585,0.00003768819,0.007934323,0.000009838686,0.00005988163,0.0002820744,0.0000205611,0.005068917,3.571967e-7,6.887568e-7,0.9864084,0.0001677416],"study_design_scores_gemma":[0.0002780347,0.00002302304,0.01619451,0.00003640022,0.0000949832,0.00001794878,0.00001965008,0.002449506,7.112538e-7,0.00002172747,0.9801699,0.000693632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007983571,0.0002319138,0.00005616635,0.0006798267,0.003609287,0.0004177316,0.9866285,0.00005462721,0.0003383541],"genre_scores_gemma":[0.01530637,0.001635265,0.0002184499,0.01187528,0.0007377474,0.00001945901,0.9667883,0.00005632294,0.003362795],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3213139,"threshold_uncertainty_score":0.9997448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00701145868704536,"score_gpt":0.2065120991325222,"score_spread":0.1995006404454768,"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."}}