{"id":"W7056109440","doi":"","title":"Eastern Canada Marine Mapping","year":2023,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistical analysis; Identification (biology); Archipelago; Population","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":[0.0004698235,0.0008826963,0.0003043526,0.004649492,0.004095207,0.002669682,0.001065059,0.0004016295,0.08501071],"category_scores_gemma":[0.001897675,0.0003932124,0.0004762321,0.009864329,0.000552831,0.0006859737,0.001535784,0.0007105129,0.01511308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01593578,"about_ca_system_score_gemma":0.05097029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927375,"about_ca_topic_score_gemma":0.9965556,"domain_scores_codex":[0.9992877,0.00002267202,0.0000208067,0.0001073241,0.000385438,0.0001760022],"domain_scores_gemma":[0.9973642,0.0000518374,0.00006962896,0.000116191,0.00217404,0.0002240725],"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":[0.00007881365,0.00001675114,0.01423663,0.0002538898,0.00003738195,0.0001991877,0.0009033889,0.001562323,0.001474413,0.0106471,0.8374922,0.1330979],"study_design_scores_gemma":[0.00001017378,0.000005136013,0.03481532,0.0001507317,0.00002069637,0.00008189096,0.0008103271,0.0008909149,0.0008803428,0.0006765805,0.9616145,0.00004333732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01890716,0.001547943,0.01257567,0.002071788,0.0004933811,0.0003350154,0.4414228,0.004466239,0.5181801],"genre_scores_gemma":[0.1118263,0.00335734,0.04830214,0.0008042611,0.00007730849,0.0003814203,0.2363782,0.00321422,0.5956587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08501071,"threshold_uncertainty_score":0.2843891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123523714084373,"score_gpt":0.2088960530487956,"score_spread":0.1976608159079519,"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."}}