{"id":"W1590592942","doi":"","title":"video108_0201 -- Point coverage of sediment types from video collected on AR-04-04 McArthurII research cruise.","year":2007,"lang":"en","type":"article","venue":"downloadable data","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cruise; Benthic habitat; Benthic zone; Sonar; Oceanography; Remotely operated vehicle; Environmental science; Remotely operated underwater vehicle; Sediment; Geography; Fishery; Remote sensing; Geology; Computer science; Geomorphology","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":[0.0001371611,0.0004548387,0.0001879581,0.003109539,0.0003264893,0.0003703149,0.0004328458,0.000406595,0.09748928],"category_scores_gemma":[0.0006442515,0.0001492516,0.000186722,0.002315131,0.00008521996,0.0003620454,0.0003589794,0.0002352695,0.02351885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000288385,"about_ca_system_score_gemma":0.0003937707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05807005,"about_ca_topic_score_gemma":0.1732005,"domain_scores_codex":[0.9998921,0.000006304594,0.000006802572,0.0000189762,0.00005467738,0.00002106259],"domain_scores_gemma":[0.9995988,0.00005378542,0.00003969952,0.0000312253,0.0002184701,0.00005808645],"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":[0.0009701172,0.0001905579,0.03589116,0.001218243,0.00008224158,0.00103581,0.00044378,0.001283566,0.03381146,0.0003424077,0.6450608,0.2796699],"study_design_scores_gemma":[0.00009185827,0.0002677409,0.6320853,0.0003655363,0.0000492274,0.0009829719,0.0007580759,0.003569868,0.01364111,0.0003105469,0.3478114,0.00006628075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05503577,0.0002814768,0.003243929,0.0001352825,0.000254928,0.0006057969,0.8454031,0.003715515,0.09132421],"genre_scores_gemma":[0.1749224,0.0004771969,0.01622203,0.0001336872,0.0001570947,0.0003664798,0.7453355,0.0009118147,0.06147385],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09748928,"threshold_uncertainty_score":0.3261341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06187892431314683,"score_gpt":0.3226924855362747,"score_spread":0.2608135612231279,"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."}}