{"id":"W6930779605","doi":"10.5281/zenodo.15633019","title":"Acossus boreocryptus Schmidt & Jaeger 2024, n. sp.","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schmidt reaction; Schmidt number; Schmidt hammer; Picnic; Head (geology)","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":[0.0001601416,0.0008219703,0.0003129405,0.002501261,0.00256604,0.0003423161,0.000479009,0.0004207344,0.01115884],"category_scores_gemma":[0.0004955515,0.0003979336,0.0002208499,0.001083417,0.001043338,0.0009169504,0.0007736915,0.0008099616,0.004007474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331061,"about_ca_system_score_gemma":0.0008944094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1013498,"about_ca_topic_score_gemma":0.2724039,"domain_scores_codex":[0.9998179,0.00001325556,0.0000132381,0.00005568747,0.00008025307,0.00001970728],"domain_scores_gemma":[0.9997554,0.00002997804,0.00009188542,0.0000246683,0.00006121531,0.00003678679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001146783,0.0002128943,0.1229594,0.001588711,0.0001725788,0.001849924,0.003888269,0.0008391595,0.04472601,0.00585184,0.05934817,0.7574163],"study_design_scores_gemma":[0.0001096522,0.0001559287,0.7524287,0.0005394836,0.0001897573,0.004271024,0.001310999,0.000308353,0.002600746,0.001009627,0.2370193,0.00005648805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4503931,0.01279126,0.004036223,0.0009294993,0.0009050731,0.001035732,0.01134983,0.0008238352,0.5177355],"genre_scores_gemma":[0.9295707,0.006186777,0.009462817,0.0007589586,0.0003595558,0.0004266212,0.006875245,0.0001159099,0.0462434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1013498,"threshold_uncertainty_score":0.2015197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644215631263963,"score_gpt":0.2268955724303469,"score_spread":0.2104534161177073,"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."}}