{"id":"W6912477749","doi":"10.5281/zenodo.5248529","title":"Dynamena pumila","year":2012,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intertidal zone; Ascophyllum; Thallus; Algae; Rocky shore; Fucales; Ulmus pumila; Boreal","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":[0.0001003364,0.0007777535,0.000303261,0.001500101,0.001573526,0.0004385944,0.000375048,0.0003514795,0.02468537],"category_scores_gemma":[0.0002556123,0.0001884042,0.0001599905,0.0006024354,0.0004122281,0.00102309,0.001073378,0.0005035887,0.007670407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005337669,"about_ca_system_score_gemma":0.000245362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849574,"about_ca_topic_score_gemma":0.004114108,"domain_scores_codex":[0.9999042,0.00001214816,0.000006934926,0.00004189677,0.00002147958,0.00001340798],"domain_scores_gemma":[0.9999262,0.00001260437,0.00002189199,0.000006990825,0.0000221385,0.00001009068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004993136,0.0001188136,0.009347552,0.001493884,0.00003145939,0.00228763,0.002131549,0.000644693,0.04916881,0.01222521,0.03739392,0.8846572],"study_design_scores_gemma":[0.00007677791,0.0003432966,0.04527282,0.000556023,0.00006077856,0.005510069,0.001236972,0.0004659203,0.003980259,0.004307462,0.9381503,0.00003923365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2290966,0.02433915,0.007467484,0.001741657,0.0009124914,0.0004813796,0.004489774,0.001893335,0.7295781],"genre_scores_gemma":[0.8659747,0.004840763,0.00676734,0.001519033,0.0001783407,0.0003035018,0.003346452,0.000085951,0.1169839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02468537,"threshold_uncertainty_score":0.08258075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820168906914965,"score_gpt":0.2098455621406455,"score_spread":0.1816438730714959,"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."}}