{"id":"W6969537649","doi":"10.5281/zenodo.6220739","title":"Cryptochironomus eminentia Mason","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Muck; Larva; Point (geometry); Beaver","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":[0.00008019324,0.0003060694,0.0001044467,0.0008495119,0.0009771856,0.0002252733,0.0002902674,0.0003868782,0.004871163],"category_scores_gemma":[0.0002600237,0.0001411254,0.00009233216,0.000376213,0.0003077252,0.0003457784,0.0006735586,0.000354852,0.0009912876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005902515,"about_ca_system_score_gemma":0.000237008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008877067,"about_ca_topic_score_gemma":0.02564635,"domain_scores_codex":[0.9999027,0.000006449317,0.000005910268,0.00002981759,0.00003431574,0.00002069053],"domain_scores_gemma":[0.9998707,0.00001599935,0.00003818394,0.00001166603,0.00002867716,0.0000348295],"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":[0.001112393,0.0003819758,0.1584576,0.000659761,0.00005976828,0.004858266,0.002273495,0.0009950837,0.3102145,0.005469342,0.007990722,0.5075271],"study_design_scores_gemma":[0.00004689298,0.0004416709,0.9038257,0.0001353205,0.00003757601,0.006041745,0.0009758607,0.0006326479,0.007769163,0.0005122899,0.07955287,0.00002829745],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948479,0.001531487,0.00207997,0.0002384115,0.00009089065,0.0001828047,0.0006757207,0.0001415034,0.1002113],"genre_scores_gemma":[0.988533,0.0003449124,0.002596215,0.0001193054,0.00001594978,0.00002167641,0.0002842196,0.00000364533,0.008081174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008877067,"threshold_uncertainty_score":0.01765078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472761168284038,"score_gpt":0.2515990446078257,"score_spread":0.2268714329249854,"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."}}