{"id":"W6887346420","doi":"10.15468/u0qiy1","title":"Canadian Lakes Loon Survey","year":2018,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Survey research; Fishing; Survey data collection; Biodiversity; Survey methodology","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":[0.0009863009,0.001995795,0.001165097,0.007174694,0.002268661,0.00230576,0.002853843,0.001185504,0.05530355],"category_scores_gemma":[0.006186994,0.0009267944,0.000953891,0.02019796,0.0004421945,0.001162346,0.001695256,0.001527677,0.02828326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01296802,"about_ca_system_score_gemma":0.03229733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9760323,"about_ca_topic_score_gemma":0.9889588,"domain_scores_codex":[0.9986865,0.00006681105,0.00008208978,0.0002229064,0.0005740447,0.0003675831],"domain_scores_gemma":[0.9940816,0.0003232634,0.0003447806,0.0005032293,0.004153277,0.0005938946],"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":[0.00002491601,0.000007117152,0.001935606,0.000142351,0.00002211206,0.00001070625,0.00002667116,0.0001494197,0.00002697076,0.0002399883,0.9958323,0.001581917],"study_design_scores_gemma":[0.0001052842,0.000005179461,0.03794638,0.0002841461,0.00004151422,0.00002469859,0.0001657398,0.0004969931,0.0001608024,0.0003900533,0.9603336,0.00004564309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001771576,0.00004125243,0.00003222741,0.00004167375,0.00001222332,0.000009080599,0.9986495,0.00006627128,0.000970452],"genre_scores_gemma":[0.0006776623,0.00008525296,0.0001980575,0.00003666919,0.000005136545,0.00005328938,0.9966238,0.00004691443,0.00227326],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05530355,"threshold_uncertainty_score":0.1850088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079174470497495,"score_gpt":0.2212431646829517,"score_spread":0.2004514199779768,"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."}}