{"id":"W6893999040","doi":"10.5281/zenodo.6061064","title":"Meoneura obscurella","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Term (time); Process (computing)","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":[0.00008250023,0.0005558038,0.0002349402,0.001110619,0.00175783,0.0003508854,0.0005868092,0.0005137686,0.02341571],"category_scores_gemma":[0.0002931391,0.0001745768,0.0001568653,0.0005518358,0.0004757418,0.0007352158,0.0007854372,0.0005144589,0.004987281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008902,"about_ca_system_score_gemma":0.0002792045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033513,"about_ca_topic_score_gemma":0.08612628,"domain_scores_codex":[0.9999111,0.000005974622,0.000005056659,0.00004074383,0.00002168766,0.00001550598],"domain_scores_gemma":[0.9998813,0.00001846527,0.00003521977,0.00001956645,0.000024843,0.00002072467],"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":[0.001154145,0.00015454,0.09225712,0.001197766,0.00009041659,0.00595218,0.005023601,0.001152904,0.1262676,0.01029373,0.05686396,0.6995922],"study_design_scores_gemma":[0.00007028178,0.0001931813,0.4574451,0.000368669,0.00008094661,0.00629241,0.001182895,0.0002833023,0.003165417,0.001164149,0.5297109,0.00004266531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5634108,0.011059,0.003227266,0.0005570451,0.0004190468,0.0002748122,0.007141031,0.0007656121,0.4131454],"genre_scores_gemma":[0.9022528,0.00190684,0.003507077,0.0005725009,0.0001144049,0.0001207314,0.003072798,0.00008751573,0.08836522],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02341571,"threshold_uncertainty_score":0.07833338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826420933535655,"score_gpt":0.2050921459044156,"score_spread":0.1768279365690591,"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."}}