{"id":"W6902040339","doi":"10.6084/m9.figshare.16371525.v1","title":"Macrophyte Data","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Carbohydrate Chemistry and Synthesis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.0006539723,0.00154963,0.001208492,0.004038653,0.00194519,0.002176247,0.002286357,0.001317955,0.03591263],"category_scores_gemma":[0.002741337,0.0006048143,0.0008795367,0.01063503,0.0004360768,0.0007145879,0.001383162,0.001435274,0.02711333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006219919,"about_ca_system_score_gemma":0.01180087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8229089,"about_ca_topic_score_gemma":0.9064522,"domain_scores_codex":[0.9991116,0.00004407305,0.00005161454,0.000205223,0.0003363442,0.0002511907],"domain_scores_gemma":[0.9976171,0.0001882827,0.0001438573,0.0002596998,0.001527528,0.0002635484],"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":[0.00006879916,0.00002307936,0.00457443,0.0007383453,0.00005840692,0.00004054787,0.00008888257,0.0005947092,0.0003505998,0.0008223266,0.9887242,0.003915611],"study_design_scores_gemma":[0.00008765231,0.000005919401,0.01928052,0.0002804518,0.00004178666,0.0000261473,0.0001474358,0.0003295805,0.0004148473,0.0005519123,0.9787971,0.00003659409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002021038,0.00004967274,0.00002591887,0.0000172106,0.000005510747,0.000006269699,0.9990363,0.00006241157,0.0005946608],"genre_scores_gemma":[0.0007196803,0.00006211583,0.0002149621,0.00002008303,0.000002233385,0.00003621737,0.9978904,0.00003118776,0.001023091],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8229089,"threshold_uncertainty_score":0.356268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08470920753330291,"score_gpt":0.2833989230774727,"score_spread":0.1986897155441698,"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."}}