{"id":"W6927660122","doi":"10.34943/87270000-8d1c-4136-853b-98a8f2098937","title":"Barkley Canyon Mid-East Pan Tilt Lights Deployed 2016-06-15","year":2016,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canyon; Tilt (camera); Software deployment; Benthic zone; Benthic habitat; Sediment","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":[0.0007232116,0.001762725,0.0009937112,0.002338263,0.001066215,0.001571302,0.002157845,0.001002993,0.0155296],"category_scores_gemma":[0.00263243,0.0004785939,0.0006038147,0.003834855,0.0004643266,0.001109321,0.001613349,0.001326459,0.03562006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002641748,"about_ca_system_score_gemma":0.004603446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2630402,"about_ca_topic_score_gemma":0.5240844,"domain_scores_codex":[0.9992293,0.00006748226,0.00004872585,0.0002133116,0.0002823342,0.0001589077],"domain_scores_gemma":[0.9987333,0.00009044409,0.00008241156,0.00030387,0.0005936581,0.0001962999],"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":[0.00006579873,0.00001803795,0.001472727,0.00021242,0.00001757179,0.0000288061,0.00004330605,0.0003117173,0.0002206936,0.0004033782,0.9947478,0.002457849],"study_design_scores_gemma":[0.00007781766,0.00001120289,0.008515555,0.0001641359,0.00001474891,0.00003756129,0.0001843468,0.0006278558,0.0005752672,0.0006336014,0.9891299,0.00002803293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005912963,0.00009216327,0.0001005536,0.00007350924,0.00003426951,0.00001491262,0.9965988,0.0006939193,0.001800697],"genre_scores_gemma":[0.0006782647,0.00004034137,0.0003072484,0.00002022443,0.000004164256,0.00002290035,0.9978608,0.00006798591,0.0009979982],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2630402,"threshold_uncertainty_score":0.5230182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00915777890099852,"score_gpt":0.2248747907345008,"score_spread":0.2157170118335023,"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."}}