{"id":"W6930778880","doi":"10.5281/zenodo.15596363","title":"Ptenidium pusillum","year":2003,"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":"Carr; Autorefractor; Trap (plumbing); Cascade","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":[0.000145034,0.0008743099,0.0002762535,0.001398913,0.00266803,0.0005284832,0.0005185347,0.0003471771,0.02065643],"category_scores_gemma":[0.0003954123,0.0002503287,0.0001949423,0.0008950412,0.0005014139,0.001359911,0.001508234,0.0008288635,0.005722875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175473,"about_ca_system_score_gemma":0.0009537085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05150738,"about_ca_topic_score_gemma":0.06735412,"domain_scores_codex":[0.999779,0.00002035696,0.00001188437,0.0000659018,0.00007957131,0.00004315113],"domain_scores_gemma":[0.9998966,0.00001298449,0.00002765402,0.000008094315,0.00003713626,0.00001739055],"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":[0.0005225292,0.0001392701,0.01606563,0.00115244,0.0000478188,0.003248219,0.002127362,0.00122841,0.03858878,0.01627543,0.08766352,0.8329407],"study_design_scores_gemma":[0.0000916365,0.000412116,0.1212967,0.0003461193,0.00005966126,0.003596172,0.002080064,0.000895605,0.004912429,0.003290716,0.8629686,0.00005004868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2512865,0.01222442,0.007868462,0.001819923,0.001499883,0.0006071494,0.008271745,0.00158921,0.7148327],"genre_scores_gemma":[0.8552173,0.004567348,0.006377833,0.001727804,0.0003166925,0.0001590124,0.006672308,0.00009592878,0.1248658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05150738,"threshold_uncertainty_score":0.1024151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798764030980082,"score_gpt":0.2073184402990455,"score_spread":0.1893307999892447,"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."}}