{"id":"W6911254007","doi":"10.5203/hkr5-fg20","title":"Lake Winnipeg Phytoplankton Taxonomy 1999","year":2019,"lang":"en","type":"dataset","venue":"UMANCEOS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Phytoplankton; Taxonomy (biology); Plankton; Invertebrate","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000647075,0.002198905,0.00129137,0.006201192,0.0010906,0.001988836,0.002258788,0.00113033,0.03265931],"category_scores_gemma":[0.00353208,0.001046671,0.001018011,0.01145448,0.0003361129,0.0008288891,0.001365711,0.0009987435,0.03828697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004240743,"about_ca_system_score_gemma":0.007012317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5792776,"about_ca_topic_score_gemma":0.673983,"domain_scores_codex":[0.9993823,0.00004548461,0.00006173406,0.0001711657,0.0001904963,0.0001489149],"domain_scores_gemma":[0.9983247,0.0001650712,0.0001653113,0.0002718703,0.0008602218,0.0002128579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007106258,0.00001127193,0.00182745,0.0004648249,0.00003122827,0.00002177942,0.00003384606,0.0004143569,0.0001406052,0.000294321,0.9930812,0.00360799],"study_design_scores_gemma":[0.0001322448,0.000006840365,0.01631522,0.0001957392,0.00003265694,0.00002145781,0.00008595625,0.0005482805,0.0003139436,0.0004546379,0.9818686,0.00002447684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00025243,0.0000586304,0.00003493374,0.00002721901,0.00001398211,0.000006799491,0.9988123,0.0001519861,0.0006416779],"genre_scores_gemma":[0.0005274385,0.00006776459,0.0002046214,0.00001590046,0.000002705878,0.00002303139,0.9978428,0.00005087051,0.001264888],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4207224,"threshold_uncertainty_score":0.8464001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04145813188979622,"score_gpt":0.2663601343275562,"score_spread":0.22490200243776,"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."}}